diff --git a/source-klaviyo/acmeCo/campaigns.schema.yaml b/source-klaviyo/acmeCo/campaigns.schema.yaml
deleted file mode 100644
index 0bb30547bb..0000000000
--- a/source-klaviyo/acmeCo/campaigns.schema.yaml
+++ /dev/null
@@ -1,206 +0,0 @@
----
-$schema: "http://json-schema.org/draft-07/schema#"
-type: object
-additionalProperties: true
-required:
-  - id
-properties:
-  type:
-    type: string
-  id:
-    type: string
-  updated_at:
-    type:
-      - "null"
-      - string
-    format: date-time
-  attributes:
-    type:
-      - "null"
-      - object
-    additionalProperties: true
-    properties:
-      name:
-        type: string
-      status:
-        type: string
-      archived:
-        type: boolean
-      channel:
-        type: string
-      audiences:
-        type:
-          - "null"
-          - object
-        additionalProperties: true
-        properties:
-          included:
-            type:
-              - "null"
-              - array
-            items:
-              type:
-                - "null"
-                - string
-          excluded:
-            type:
-              - "null"
-              - array
-            items:
-              type:
-                - "null"
-                - string
-      send_options:
-        type:
-          - "null"
-          - object
-        properties:
-          ignore_unsubscribes:
-            type:
-              - "null"
-              - boolean
-          use_smart_sending:
-            type:
-              - "null"
-              - boolean
-      message:
-        type: string
-      tracking_options:
-        type:
-          - "null"
-          - object
-        additionalProperties: true
-        properties:
-          is_tracking_opens:
-            type:
-              - "null"
-              - boolean
-          is_tracking_clicks:
-            type:
-              - "null"
-              - boolean
-          is_add_utm:
-            type:
-              - "null"
-              - boolean
-          utm_params:
-            type:
-              - "null"
-              - array
-            items:
-              type:
-                - "null"
-                - object
-              properties:
-                name:
-                  type: string
-                value:
-                  type: string
-      send_strategy:
-        type:
-          - "null"
-          - object
-        additionalProperties: true
-        properties:
-          method:
-            type: string
-          options_static:
-            type:
-              - "null"
-              - object
-            properties:
-              datetime:
-                type: string
-                format: date-time
-              is_local:
-                type:
-                  - "null"
-                  - boolean
-              send_past_recipients_immediately:
-                type:
-                  - "null"
-                  - boolean
-          options_throttled:
-            type:
-              - "null"
-              - object
-            properties:
-              datetime:
-                type: string
-                format: date-time
-              throttle_percentage:
-                type: integer
-          options_sto:
-            type:
-              - "null"
-              - object
-            properties:
-              date:
-                type: string
-                format: date
-      created_at:
-        type:
-          - "null"
-          - string
-        format: date-time
-      scheduled_at:
-        type:
-          - "null"
-          - string
-        format: date-time
-      updated_at:
-        type:
-          - "null"
-          - string
-        format: date-time
-      send_time:
-        type:
-          - "null"
-          - string
-        format: date-time
-  links:
-    type:
-      - "null"
-      - object
-    additionalProperties: true
-    properties:
-      self:
-        type: string
-  relationships:
-    type:
-      - "null"
-      - object
-    additionalProperties: true
-    properties:
-      tags:
-        type:
-          - "null"
-          - object
-        properties:
-          data:
-            type: array
-            items:
-              type:
-                - "null"
-                - object
-              properties:
-                type:
-                  type: string
-                id:
-                  type: string
-          links:
-            type:
-              - "null"
-              - object
-            properties:
-              self:
-                type: string
-              related:
-                type: string
-  _meta:
-    type: object
-    properties:
-      row_id:
-        type: integer
-    required:
-      - row_id
diff --git a/source-klaviyo/acmeCo/email_templates.schema.yaml b/source-klaviyo/acmeCo/email_templates.schema.yaml
deleted file mode 100644
index ab931a6253..0000000000
--- a/source-klaviyo/acmeCo/email_templates.schema.yaml
+++ /dev/null
@@ -1,63 +0,0 @@
----
-$schema: "http://json-schema.org/draft-07/schema#"
-type: object
-additionalProperties: true
-required:
-  - id
-properties:
-  type:
-    type: string
-  id:
-    type: string
-  updated:
-    type:
-      - "null"
-      - string
-    format: date-time
-  attributes:
-    type:
-      - "null"
-      - object
-    additionalProperties: true
-    properties:
-      name:
-        type: string
-      editor_type:
-        type:
-          - "null"
-          - string
-      html:
-        type: string
-      text:
-        type:
-          - "null"
-          - string
-      created:
-        type:
-          - "null"
-          - string
-        format: date-time
-      updated:
-        type:
-          - "null"
-          - string
-        format: date-time
-      company_id:
-        type:
-          - "null"
-          - string
-  links:
-    type:
-      - "null"
-      - object
-    additionalProperties: true
-    properties:
-      self:
-        type: string
-  _meta:
-    type: object
-    properties:
-      row_id:
-        type: integer
-    required:
-      - row_id
diff --git a/source-klaviyo/acmeCo/events.schema.yaml b/source-klaviyo/acmeCo/events.schema.yaml
deleted file mode 100644
index c1581de94f..0000000000
--- a/source-klaviyo/acmeCo/events.schema.yaml
+++ /dev/null
@@ -1,102 +0,0 @@
----
-$schema: "http://json-schema.org/draft-07/schema#"
-type: object
-additionalProperties: true
-required:
-  - id
-properties:
-  type:
-    type: string
-  id:
-    type: string
-  datetime:
-    type: string
-    format: date-time
-  campaign_id:
-    type:
-      - "null"
-      - string
-  attributes:
-    type:
-      - "null"
-      - object
-    properties:
-      timestamp:
-        type: integer
-      event_properties:
-        type:
-          - "null"
-          - object
-        additionalProperties: true
-      datetime:
-        type: string
-        format: date-time
-      uuid:
-        type: string
-  links:
-    type:
-      - "null"
-      - object
-    properties:
-      self:
-        type: string
-  relationships:
-    type:
-      - "null"
-      - object
-    properties:
-      profile:
-        type:
-          - "null"
-          - object
-        properties:
-          data:
-            type:
-              - "null"
-              - object
-            properties:
-              type:
-                type: string
-              id:
-                type: string
-          links:
-            type:
-              - "null"
-              - object
-            additionalProperties: true
-            properties:
-              self:
-                type: string
-              related:
-                type: string
-      metric:
-        type:
-          - "null"
-          - object
-        properties:
-          data:
-            type:
-              - "null"
-              - object
-            properties:
-              type:
-                type: string
-              id:
-                type: string
-          links:
-            type:
-              - "null"
-              - object
-            additionalProperties: true
-            properties:
-              self:
-                type: string
-              related:
-                type: string
-  _meta:
-    type: object
-    properties:
-      row_id:
-        type: integer
-    required:
-      - row_id
diff --git a/source-klaviyo/acmeCo/flow.yaml b/source-klaviyo/acmeCo/flow.yaml
index 109522407d..70273deefa 100644
--- a/source-klaviyo/acmeCo/flow.yaml
+++ b/source-klaviyo/acmeCo/flow.yaml
@@ -1,34 +1,162 @@
 ---
 collections:
   acmeCo/campaigns:
-    schema: campaigns.schema.yaml
+    schema:
+      $schema: "http://json-schema.org/draft-07/schema#"
+      type: object
+      additionalProperties: true
+      required:
+        - id
+      properties:
+        id:
+          type: string
+        _meta:
+          type: object
+          properties:
+            row_id:
+              type: integer
+          required:
+            - row_id
+      x-infer-schema: true
     key:
       - /id
   acmeCo/email_templates:
-    schema: email_templates.schema.yaml
+    schema:
+      $schema: "http://json-schema.org/draft-07/schema#"
+      type: object
+      additionalProperties: true
+      required:
+        - id
+      properties:
+        id:
+          type: string
+        _meta:
+          type: object
+          properties:
+            row_id:
+              type: integer
+          required:
+            - row_id
+      x-infer-schema: true
     key:
       - /id
   acmeCo/events:
-    schema: events.schema.yaml
+    schema:
+      $schema: "http://json-schema.org/draft-07/schema#"
+      type: object
+      additionalProperties: true
+      required:
+        - id
+      properties:
+        id:
+          type: string
+        _meta:
+          type: object
+          properties:
+            row_id:
+              type: integer
+          required:
+            - row_id
+      x-infer-schema: true
     key:
       - /id
   acmeCo/flows:
-    schema: flows.schema.yaml
+    schema:
+      $schema: "http://json-schema.org/draft-07/schema#"
+      type: object
+      additionalProperties: true
+      required:
+        - id
+      properties:
+        id:
+          type: string
+        _meta:
+          type: object
+          properties:
+            row_id:
+              type: integer
+          required:
+            - row_id
+      x-infer-schema: true
     key:
       - /id
   acmeCo/global_exclusions:
-    schema: global_exclusions.schema.yaml
+    schema:
+      $schema: "http://json-schema.org/draft-07/schema#"
+      type: object
+      additionalProperties: true
+      required:
+        - id
+      properties:
+        id:
+          type: string
+        _meta:
+          type: object
+          properties:
+            row_id:
+              type: integer
+          required:
+            - row_id
+      x-infer-schema: true
     key:
       - /id
   acmeCo/lists:
-    schema: lists.schema.yaml
+    schema:
+      $schema: "http://json-schema.org/draft-07/schema#"
+      type: object
+      additionalProperties: true
+      required:
+        - id
+      properties:
+        id:
+          type: string
+        _meta:
+          type: object
+          properties:
+            row_id:
+              type: integer
+          required:
+            - row_id
+      x-infer-schema: true
     key:
       - /id
   acmeCo/metrics:
-    schema: metrics.schema.yaml
+    schema:
+      $schema: "http://json-schema.org/draft-07/schema#"
+      type: object
+      additionalProperties: true
+      required:
+        - id
+      properties:
+        id:
+          type: string
+        _meta:
+          type: object
+          properties:
+            row_id:
+              type: integer
+          required:
+            - row_id
+      x-infer-schema: true
     key:
       - /id
   acmeCo/profiles:
-    schema: profiles.schema.yaml
+    schema:
+      $schema: "http://json-schema.org/draft-07/schema#"
+      type: object
+      additionalProperties: true
+      required:
+        - id
+      properties:
+        id:
+          type: string
+        _meta:
+          type: object
+          properties:
+            row_id:
+              type: integer
+          required:
+            - row_id
+      x-infer-schema: true
     key:
       - /id
diff --git a/source-klaviyo/acmeCo/flows.schema.yaml b/source-klaviyo/acmeCo/flows.schema.yaml
deleted file mode 100644
index 2c719c416b..0000000000
--- a/source-klaviyo/acmeCo/flows.schema.yaml
+++ /dev/null
@@ -1,106 +0,0 @@
----
-$schema: "http://json-schema.org/draft-07/schema#"
-type: object
-additionalProperties: true
-required:
-  - id
-properties:
-  type:
-    type: string
-  id:
-    type: string
-  updated:
-    type: string
-    format: date-time
-  attributes:
-    type:
-      - "null"
-      - object
-    additionalProperties: true
-    properties:
-      name:
-        type: string
-      status:
-        type: string
-      archived:
-        type: boolean
-      created:
-        type: string
-        format: date-time
-      updated:
-        type: string
-        format: date-time
-      trigger_type:
-        type: string
-  links:
-    type:
-      - "null"
-      - object
-    additionalProperties: true
-    properties:
-      self:
-        type: string
-  relationships:
-    type:
-      - "null"
-      - object
-    additionalProperties: true
-    properties:
-      flow-actions:
-        type:
-          - "null"
-          - object
-        properties:
-          data:
-            type: array
-            items:
-              type:
-                - "null"
-                - object
-              additionalProperties: true
-              properties:
-                type:
-                  type: string
-                id:
-                  type: string
-          links:
-            type:
-              - "null"
-              - object
-            properties:
-              self:
-                type: string
-              related:
-                type: string
-      tags:
-        type:
-          - "null"
-          - object
-        properties:
-          data:
-            type: array
-            items:
-              type:
-                - "null"
-                - object
-              properties:
-                type:
-                  type: string
-                id:
-                  type: string
-          links:
-            type:
-              - "null"
-              - object
-            properties:
-              self:
-                type: string
-              related:
-                type: string
-  _meta:
-    type: object
-    properties:
-      row_id:
-        type: integer
-    required:
-      - row_id
diff --git a/source-klaviyo/acmeCo/global_exclusions.schema.yaml b/source-klaviyo/acmeCo/global_exclusions.schema.yaml
deleted file mode 100644
index bded43be01..0000000000
--- a/source-klaviyo/acmeCo/global_exclusions.schema.yaml
+++ /dev/null
@@ -1,345 +0,0 @@
----
-$schema: "http://json-schema.org/draft-07/schema#"
-type: object
-additionalProperties: true
-required:
-  - id
-properties:
-  type:
-    type:
-      - "null"
-      - string
-  id:
-    type: string
-  updated:
-    type:
-      - "null"
-      - string
-    format: date-time
-  attributes:
-    type:
-      - "null"
-      - object
-    additionalProperties: true
-    properties:
-      email:
-        type:
-          - "null"
-          - string
-      phone_number:
-        type:
-          - "null"
-          - string
-      anonymous_id:
-        type:
-          - "null"
-          - string
-      external_id:
-        type:
-          - "null"
-          - string
-      first_name:
-        type:
-          - "null"
-          - string
-      last_name:
-        type:
-          - "null"
-          - string
-      organization:
-        type:
-          - "null"
-          - string
-      title:
-        type:
-          - "null"
-          - string
-      image:
-        type:
-          - "null"
-          - string
-      created:
-        type:
-          - "null"
-          - string
-        format: date-time
-      updated:
-        type:
-          - "null"
-          - string
-        format: date-time
-      last_event_date:
-        type:
-          - "null"
-          - string
-        format: date-time
-      location:
-        type:
-          - "null"
-          - object
-        properties:
-          address1:
-            type:
-              - "null"
-              - string
-          address2:
-            type:
-              - "null"
-              - string
-          city:
-            type:
-              - "null"
-              - string
-          country:
-            type:
-              - "null"
-              - string
-          latitude:
-            oneOf:
-              - type: "null"
-              - type: number
-              - type: string
-          longitude:
-            oneOf:
-              - type: "null"
-              - type: number
-              - type: string
-          region:
-            type:
-              - "null"
-              - string
-          zip:
-            type:
-              - "null"
-              - string
-          timezone:
-            type:
-              - "null"
-              - string
-          ip:
-            type:
-              - "null"
-              - string
-      properties:
-        type:
-          - "null"
-          - object
-        additionalProperties: true
-      subscriptions:
-        type:
-          - "null"
-          - object
-        properties:
-          email:
-            type:
-              - "null"
-              - object
-            properties:
-              marketing:
-                type:
-                  - "null"
-                  - object
-                properties:
-                  can_receive_email_marketing:
-                    type: boolean
-                  consent:
-                    type: string
-                  timestamp:
-                    type:
-                      - "null"
-                      - string
-                    format: date-time
-                  last_updated:
-                    type:
-                      - "null"
-                      - string
-                    format: date-time
-                  method:
-                    type:
-                      - "null"
-                      - string
-                  method_detail:
-                    type:
-                      - "null"
-                      - string
-                  custom_method_detail:
-                    type:
-                      - "null"
-                      - string
-                  double_optin:
-                    type:
-                      - "null"
-                      - boolean
-                  suppressions:
-                    type:
-                      - "null"
-                      - array
-                    items:
-                      type:
-                        - "null"
-                        - object
-                      properties:
-                        reason:
-                          type: string
-                        timestamp:
-                          type: string
-                          format: date-time
-                  list_suppressions:
-                    type:
-                      - "null"
-                      - array
-                    items:
-                      type:
-                        - "null"
-                        - object
-                      properties:
-                        list_id:
-                          type: string
-                        reason:
-                          type: string
-                        timestamp:
-                          type: string
-                          format: date-time
-          sms:
-            type:
-              - "null"
-              - object
-            properties:
-              marketing:
-                type:
-                  - "null"
-                  - object
-                properties:
-                  can_receive_sms_marketing:
-                    type:
-                      - "null"
-                      - boolean
-                  consent:
-                    type:
-                      - "null"
-                      - string
-                  consent_timestamp:
-                    type:
-                      - "null"
-                      - string
-                    format: date-time
-                  method:
-                    type:
-                      - "null"
-                      - string
-                  method_detail:
-                    type:
-                      - "null"
-                      - string
-                  last_updated:
-                    type:
-                      - "null"
-                      - string
-                    format: date-time
-                  timestamp:
-                    type:
-                      - "null"
-                      - string
-                    format: date-time
-      predictive_analytics:
-        type:
-          - "null"
-          - object
-        properties:
-          historic_clv:
-            type:
-              - "null"
-              - number
-          predicted_clv:
-            type:
-              - "null"
-              - number
-          total_clv:
-            type:
-              - "null"
-              - number
-          historic_number_of_orders:
-            type:
-              - "null"
-              - integer
-          predicted_number_of_orders:
-            type:
-              - "null"
-              - number
-          average_days_between_orders:
-            type:
-              - "null"
-              - number
-          average_order_value:
-            type:
-              - "null"
-              - number
-          churn_probability:
-            type:
-              - "null"
-              - number
-          expected_date_of_next_order:
-            type:
-              - "null"
-              - string
-  links:
-    type:
-      - "null"
-      - object
-    properties:
-      self:
-        type:
-          - "null"
-          - string
-  relationships:
-    type:
-      - "null"
-      - object
-    properties:
-      lists:
-        type:
-          - "null"
-          - object
-        properties:
-          links:
-            type:
-              - "null"
-              - object
-            properties:
-              self:
-                type:
-                  - "null"
-                  - string
-              related:
-                type:
-                  - "null"
-                  - string
-      segments:
-        type:
-          - "null"
-          - object
-        properties:
-          links:
-            type:
-              - "null"
-              - object
-            properties:
-              self:
-                type:
-                  - "null"
-                  - string
-              related:
-                type:
-                  - "null"
-                  - string
-  segments:
-    type:
-      - "null"
-      - object
-  _meta:
-    type: object
-    properties:
-      row_id:
-        type: integer
-    required:
-      - row_id
diff --git a/source-klaviyo/acmeCo/lists.schema.yaml b/source-klaviyo/acmeCo/lists.schema.yaml
deleted file mode 100644
index 0eaa2003d1..0000000000
--- a/source-klaviyo/acmeCo/lists.schema.yaml
+++ /dev/null
@@ -1,97 +0,0 @@
----
-$schema: "http://json-schema.org/draft-07/schema#"
-type: object
-additionalProperties: true
-required:
-  - id
-properties:
-  type:
-    type: string
-  id:
-    type: string
-  updated:
-    type:
-      - "null"
-      - string
-    format: date-time
-  attributes:
-    type:
-      - "null"
-      - object
-    properties:
-      name:
-        type: string
-      created:
-        type:
-          - "null"
-          - string
-        format: date-time
-      updated:
-        type:
-          - "null"
-          - string
-        format: date-time
-      opt_in_process:
-        type:
-          - "null"
-          - string
-  links:
-    type:
-      - "null"
-      - object
-    additionalProperties: true
-    properties:
-      self:
-        type: string
-  relationships:
-    type:
-      - "null"
-      - object
-    additionalProperties: true
-    properties:
-      profiles:
-        type:
-          - "null"
-          - object
-        properties:
-          links:
-            type:
-              - "null"
-              - object
-            properties:
-              self:
-                type: string
-              related:
-                type: string
-      tags:
-        type:
-          - "null"
-          - object
-        properties:
-          data:
-            type: array
-            items:
-              type:
-                - "null"
-                - object
-              properties:
-                type:
-                  type: string
-                id:
-                  type: string
-          links:
-            type:
-              - "null"
-              - object
-            properties:
-              self:
-                type: string
-              related:
-                type: string
-  _meta:
-    type: object
-    properties:
-      row_id:
-        type: integer
-    required:
-      - row_id
diff --git a/source-klaviyo/acmeCo/metrics.schema.yaml b/source-klaviyo/acmeCo/metrics.schema.yaml
deleted file mode 100644
index 133393a1e9..0000000000
--- a/source-klaviyo/acmeCo/metrics.schema.yaml
+++ /dev/null
@@ -1,47 +0,0 @@
----
-$schema: "http://json-schema.org/draft-07/schema#"
-type: object
-additionalProperties: true
-required:
-  - id
-properties:
-  type:
-    type: string
-  id:
-    type: string
-  updated:
-    type: string
-    format: date-time
-  attributes:
-    type:
-      - "null"
-      - object
-    properties:
-      name:
-        type: string
-      created:
-        type: string
-        format: date-time
-      updated:
-        type: string
-        format: date-time
-      integration:
-        type:
-          - "null"
-          - object
-        additionalProperties: true
-  links:
-    type:
-      - "null"
-      - object
-    additionalProperties: true
-    properties:
-      self:
-        type: string
-  _meta:
-    type: object
-    properties:
-      row_id:
-        type: integer
-    required:
-      - row_id
diff --git a/source-klaviyo/acmeCo/profiles.schema.yaml b/source-klaviyo/acmeCo/profiles.schema.yaml
deleted file mode 100644
index bded43be01..0000000000
--- a/source-klaviyo/acmeCo/profiles.schema.yaml
+++ /dev/null
@@ -1,345 +0,0 @@
----
-$schema: "http://json-schema.org/draft-07/schema#"
-type: object
-additionalProperties: true
-required:
-  - id
-properties:
-  type:
-    type:
-      - "null"
-      - string
-  id:
-    type: string
-  updated:
-    type:
-      - "null"
-      - string
-    format: date-time
-  attributes:
-    type:
-      - "null"
-      - object
-    additionalProperties: true
-    properties:
-      email:
-        type:
-          - "null"
-          - string
-      phone_number:
-        type:
-          - "null"
-          - string
-      anonymous_id:
-        type:
-          - "null"
-          - string
-      external_id:
-        type:
-          - "null"
-          - string
-      first_name:
-        type:
-          - "null"
-          - string
-      last_name:
-        type:
-          - "null"
-          - string
-      organization:
-        type:
-          - "null"
-          - string
-      title:
-        type:
-          - "null"
-          - string
-      image:
-        type:
-          - "null"
-          - string
-      created:
-        type:
-          - "null"
-          - string
-        format: date-time
-      updated:
-        type:
-          - "null"
-          - string
-        format: date-time
-      last_event_date:
-        type:
-          - "null"
-          - string
-        format: date-time
-      location:
-        type:
-          - "null"
-          - object
-        properties:
-          address1:
-            type:
-              - "null"
-              - string
-          address2:
-            type:
-              - "null"
-              - string
-          city:
-            type:
-              - "null"
-              - string
-          country:
-            type:
-              - "null"
-              - string
-          latitude:
-            oneOf:
-              - type: "null"
-              - type: number
-              - type: string
-          longitude:
-            oneOf:
-              - type: "null"
-              - type: number
-              - type: string
-          region:
-            type:
-              - "null"
-              - string
-          zip:
-            type:
-              - "null"
-              - string
-          timezone:
-            type:
-              - "null"
-              - string
-          ip:
-            type:
-              - "null"
-              - string
-      properties:
-        type:
-          - "null"
-          - object
-        additionalProperties: true
-      subscriptions:
-        type:
-          - "null"
-          - object
-        properties:
-          email:
-            type:
-              - "null"
-              - object
-            properties:
-              marketing:
-                type:
-                  - "null"
-                  - object
-                properties:
-                  can_receive_email_marketing:
-                    type: boolean
-                  consent:
-                    type: string
-                  timestamp:
-                    type:
-                      - "null"
-                      - string
-                    format: date-time
-                  last_updated:
-                    type:
-                      - "null"
-                      - string
-                    format: date-time
-                  method:
-                    type:
-                      - "null"
-                      - string
-                  method_detail:
-                    type:
-                      - "null"
-                      - string
-                  custom_method_detail:
-                    type:
-                      - "null"
-                      - string
-                  double_optin:
-                    type:
-                      - "null"
-                      - boolean
-                  suppressions:
-                    type:
-                      - "null"
-                      - array
-                    items:
-                      type:
-                        - "null"
-                        - object
-                      properties:
-                        reason:
-                          type: string
-                        timestamp:
-                          type: string
-                          format: date-time
-                  list_suppressions:
-                    type:
-                      - "null"
-                      - array
-                    items:
-                      type:
-                        - "null"
-                        - object
-                      properties:
-                        list_id:
-                          type: string
-                        reason:
-                          type: string
-                        timestamp:
-                          type: string
-                          format: date-time
-          sms:
-            type:
-              - "null"
-              - object
-            properties:
-              marketing:
-                type:
-                  - "null"
-                  - object
-                properties:
-                  can_receive_sms_marketing:
-                    type:
-                      - "null"
-                      - boolean
-                  consent:
-                    type:
-                      - "null"
-                      - string
-                  consent_timestamp:
-                    type:
-                      - "null"
-                      - string
-                    format: date-time
-                  method:
-                    type:
-                      - "null"
-                      - string
-                  method_detail:
-                    type:
-                      - "null"
-                      - string
-                  last_updated:
-                    type:
-                      - "null"
-                      - string
-                    format: date-time
-                  timestamp:
-                    type:
-                      - "null"
-                      - string
-                    format: date-time
-      predictive_analytics:
-        type:
-          - "null"
-          - object
-        properties:
-          historic_clv:
-            type:
-              - "null"
-              - number
-          predicted_clv:
-            type:
-              - "null"
-              - number
-          total_clv:
-            type:
-              - "null"
-              - number
-          historic_number_of_orders:
-            type:
-              - "null"
-              - integer
-          predicted_number_of_orders:
-            type:
-              - "null"
-              - number
-          average_days_between_orders:
-            type:
-              - "null"
-              - number
-          average_order_value:
-            type:
-              - "null"
-              - number
-          churn_probability:
-            type:
-              - "null"
-              - number
-          expected_date_of_next_order:
-            type:
-              - "null"
-              - string
-  links:
-    type:
-      - "null"
-      - object
-    properties:
-      self:
-        type:
-          - "null"
-          - string
-  relationships:
-    type:
-      - "null"
-      - object
-    properties:
-      lists:
-        type:
-          - "null"
-          - object
-        properties:
-          links:
-            type:
-              - "null"
-              - object
-            properties:
-              self:
-                type:
-                  - "null"
-                  - string
-              related:
-                type:
-                  - "null"
-                  - string
-      segments:
-        type:
-          - "null"
-          - object
-        properties:
-          links:
-            type:
-              - "null"
-              - object
-            properties:
-              self:
-                type:
-                  - "null"
-                  - string
-              related:
-                type:
-                  - "null"
-                  - string
-  segments:
-    type:
-      - "null"
-      - object
-  _meta:
-    type: object
-    properties:
-      row_id:
-        type: integer
-    required:
-      - row_id
diff --git a/source-klaviyo/source_klaviyo/schemas/campaigns.json b/source-klaviyo/source_klaviyo/schemas/campaigns.json
index 8a631ee76d..822f2549c8 100644
--- a/source-klaviyo/source_klaviyo/schemas/campaigns.json
+++ b/source-klaviyo/source_klaviyo/schemas/campaigns.json
@@ -4,138 +4,6 @@
   "additionalProperties": true,
   "required": ["id"],
   "properties": {
-    "type": { "type": "string" },
-    "id": { "type": "string" },
-    "updated_at": { "type": ["null", "string"], "format": "date-time" },
-    "attributes": {
-      "type": ["null", "object"],
-      "additionalProperties": true,
-      "properties": {
-        "name": { "type": "string" },
-        "status": { "type": "string" },
-        "archived": { "type": "boolean" },
-        "channel": { "type": "string" },
-        "audiences": {
-          "type": ["null", "object"],
-          "additionalProperties": true,
-          "properties": {
-            "included": {
-              "type": ["null", "array"],
-              "items": {
-                "type": ["null", "string"]
-              }
-            },
-            "excluded": {
-              "type": ["null", "array"],
-              "items": {
-                "type": ["null", "string"]
-              }
-            }
-          }
-        },
-        "send_options": {
-          "type": ["null", "object"],
-          "properties": {
-            "ignore_unsubscribes": { "type": ["null", "boolean"] },
-            "use_smart_sending": { "type": ["null", "boolean"] }
-          }
-        },
-        "message": { "type": "string" },
-        "tracking_options": {
-          "type": ["null", "object"],
-          "additionalProperties": true,
-          "properties": {
-            "is_tracking_opens": { "type": ["null", "boolean"] },
-            "is_tracking_clicks": { "type": ["null", "boolean"] },
-            "is_add_utm": { "type": ["null", "boolean"] },
-            "utm_params": {
-              "type": ["null", "array"],
-              "items": {
-                "type": ["null", "object"],
-                "properties": {
-                  "name": { "type": "string" },
-                  "value": { "type": "string" }
-                }
-              }
-            }
-          }
-        },
-        "send_strategy": {
-          "type": ["null", "object"],
-          "additionalProperties": true,
-          "properties": {
-            "method": { "type": "string" },
-            "options_static": {
-              "type": ["null", "object"],
-              "properties": {
-                "datetime": {
-                  "type": "string",
-                  "format": "date-time"
-                },
-                "is_local": { "type": ["null", "boolean"] },
-                "send_past_recipients_immediately": {
-                  "type": ["null", "boolean"]
-                }
-              }
-            },
-            "options_throttled": {
-              "type": ["null", "object"],
-              "properties": {
-                "datetime": {
-                  "type": "string",
-                  "format": "date-time"
-                },
-                "throttle_percentage": { "type": "integer" }
-              }
-            },
-            "options_sto": {
-              "type": ["null", "object"],
-              "properties": {
-                "date": { "type": "string", "format": "date" }
-              }
-            }
-          }
-        },
-        "created_at": { "type": ["null", "string"], "format": "date-time" },
-        "scheduled_at": { "type": ["null", "string"], "format": "date-time" },
-        "updated_at": { "type": ["null", "string"], "format": "date-time" },
-        "send_time": { "type": ["null", "string"], "format": "date-time" }
-      }
-    },
-    "links": {
-      "type": ["null", "object"],
-      "additionalProperties": true,
-      "properties": {
-        "self": { "type": "string" }
-      }
-    },
-    "relationships": {
-      "type": ["null", "object"],
-      "additionalProperties": true,
-      "properties": {
-        "tags": {
-          "type": ["null", "object"],
-          "properties": {
-            "data": {
-              "type": "array",
-              "items": {
-                "type": ["null", "object"],
-                "properties": {
-                  "type": { "type": "string" },
-                  "id": { "type": "string" }
-                }
-              }
-            },
-            "links": {
-              "type": ["null", "object"],
-              "properties": {
-                "self": { "type": "string" },
-                "related": { "type": "string" }
-              }
-            }
-          }
-        }
-      }
-    }
+    "id": { "type": "string" }
   }
 }
diff --git a/source-klaviyo/source_klaviyo/schemas/email_templates.json b/source-klaviyo/source_klaviyo/schemas/email_templates.json
index cf4061d5eb..822f2549c8 100644
--- a/source-klaviyo/source_klaviyo/schemas/email_templates.json
+++ b/source-klaviyo/source_klaviyo/schemas/email_templates.json
@@ -4,28 +4,6 @@
   "additionalProperties": true,
   "required": ["id"],
   "properties": {
-    "type": { "type": "string" },
-    "id": { "type": "string" },
-    "updated": { "type": ["null", "string"], "format": "date-time" },
-    "attributes": {
-      "type": ["null", "object"],
-      "additionalProperties": true,
-      "properties": {
-        "name": { "type": "string" },
-        "editor_type": { "type": ["null", "string"] },
-        "html": { "type": "string" },
-        "text": { "type": ["null", "string"] },
-        "created": { "type": ["null", "string"], "format": "date-time" },
-        "updated": { "type": ["null", "string"], "format": "date-time" },
-        "company_id": { "type": ["null", "string"] }
-      }
-    },
-    "links": {
-      "type": ["null", "object"],
-      "additionalProperties": true,
-      "properties": {
-        "self": { "type": "string" }
-      }
-    }
+    "id": { "type": "string" }
   }
 }
diff --git a/source-klaviyo/source_klaviyo/schemas/events.json b/source-klaviyo/source_klaviyo/schemas/events.json
index fecd565cd0..822f2549c8 100644
--- a/source-klaviyo/source_klaviyo/schemas/events.json
+++ b/source-klaviyo/source_klaviyo/schemas/events.json
@@ -4,80 +4,6 @@
   "additionalProperties": true,
   "required": ["id"],
   "properties": {
-    "type": { "type": "string" },
-    "id": { "type": "string" },
-    "datetime": { "type": "string", "format": "date-time" },
-    "campaign_id": {"type":["null", "string"]},
-    "attributes": {
-      "type": ["null", "object"],
-      "properties": {
-        "timestamp": { "type": "integer" },
-        "event_properties": {
-          "type": ["null", "object"],
-          "additionalProperties": true
-        },
-        "datetime": { "type": "string", "format": "date-time" },
-        "uuid": { "type": "string" }
-      }
-    },
-    "links": {
-      "type": ["null", "object"],
-      "properties": {
-        "self": { "type": "string" }
-      }
-    },
-    "relationships": {
-      "type": ["null", "object"],
-      "properties": {
-        "profile": {
-          "type": ["null", "object"],
-          "properties": {
-            "data": {
-              "type": ["null", "object"],
-              "properties": {
-                "type": { "type": "string" },
-                "id": { "type": "string" }
-              }
-            },
-            "links": {
-              "type": ["null", "object"],
-              "additionalProperties": true,
-              "properties": {
-                "self": {
-                  "type": "string"
-                },
-                "related": {
-                  "type": "string"
-                }
-              }
-            }
-          }
-        },
-        "metric": {
-          "type": ["null", "object"],
-          "properties": {
-            "data": {
-              "type": ["null", "object"],
-              "properties": {
-                "type": { "type": "string" },
-                "id": { "type": "string" }
-              }
-            },
-            "links": {
-              "type": ["null", "object"],
-              "additionalProperties": true,
-              "properties": {
-                "self": {
-                  "type": "string"
-                },
-                "related": {
-                  "type": "string"
-                }
-              }
-            }
-          }
-        }
-      }
-    }
+    "id": { "type": "string" }
   }
 }
diff --git a/source-klaviyo/source_klaviyo/schemas/flows.json b/source-klaviyo/source_klaviyo/schemas/flows.json
index 9a4b54309e..822f2549c8 100644
--- a/source-klaviyo/source_klaviyo/schemas/flows.json
+++ b/source-klaviyo/source_klaviyo/schemas/flows.json
@@ -4,78 +4,6 @@
   "additionalProperties": true,
   "required": ["id"],
   "properties": {
-    "type": { "type": "string" },
-    "id": { "type": "string" },
-    "updated": { "type": "string", "format": "date-time" },
-    "attributes": {
-      "type": ["null", "object"],
-      "additionalProperties": true,
-      "properties": {
-        "name": { "type": "string" },
-        "status": { "type": "string" },
-        "archived": { "type": "boolean" },
-        "created": { "type": "string", "format": "date-time" },
-        "updated": { "type": "string", "format": "date-time" },
-        "trigger_type": { "type": "string" }
-      }
-    },
-    "links": {
-      "type": ["null", "object"],
-      "additionalProperties": true,
-      "properties": {
-        "self": { "type": "string" }
-      }
-    },
-    "relationships": {
-      "type": ["null", "object"],
-      "additionalProperties": true,
-      "properties": {
-        "flow-actions": {
-          "type": ["null", "object"],
-          "properties": {
-            "data": {
-              "type": "array",
-              "items": {
-                "type": ["null", "object"],
-                "additionalProperties": true,
-                "properties": {
-                  "type": { "type": "string" },
-                  "id": { "type": "string" }
-                }
-              }
-            },
-            "links": {
-              "type": ["null", "object"],
-              "properties": {
-                "self": { "type": "string" },
-                "related": { "type": "string" }
-              }
-            }
-          }
-        },
-        "tags": {
-          "type": ["null", "object"],
-          "properties": {
-            "data": {
-              "type": "array",
-              "items": {
-                "type": ["null", "object"],
-                "properties": {
-                  "type": { "type": "string" },
-                  "id": { "type": "string" }
-                }
-              }
-            },
-            "links": {
-              "type": ["null", "object"],
-              "properties": {
-                "self": { "type": "string" },
-                "related": { "type": "string" }
-              }
-            }
-          }
-        }
-      }
-    }
+    "id": { "type": "string" }
   }
 }
diff --git a/source-klaviyo/source_klaviyo/schemas/global_exclusions.json b/source-klaviyo/source_klaviyo/schemas/global_exclusions.json
index e81f1f49df..822f2549c8 100644
--- a/source-klaviyo/source_klaviyo/schemas/global_exclusions.json
+++ b/source-klaviyo/source_klaviyo/schemas/global_exclusions.json
@@ -4,111 +4,6 @@
   "additionalProperties": true,
   "required": ["id"],
   "properties": {
-    "type": { "type": ["null", "string"] },
-    "id": { "type": "string" },
-    "updated": { "type": ["null", "string"], "format": "date-time" },
-    "attributes": {
-      "type": ["null", "object"],
-      "additionalProperties": true,
-      "properties": {
-        "email": { "type": ["null", "string"] },
-        "phone_number": { "type": ["null", "string"] },
-        "anonymous_id": { "type": ["null", "string"] },
-        "external_id": { "type": ["null", "string"] },
-        "first_name": { "type": ["null", "string"] },
-        "last_name": { "type": ["null", "string"] },
-        "organization": { "type": ["null", "string"] },
-        "title": { "type": ["null", "string"] },
-        "image": { "type": ["null", "string"] },
-        "created": { "type": ["null", "string"], "format": "date-time" },
-        "updated": { "type": ["null", "string"], "format": "date-time" },
-        "last_event_date": {
-          "type": ["null", "string"],
-          "format": "date-time"
-        },
-        "location": {
-          "type": ["null", "object"],
-          "properties": {
-            "address1": { "type": ["null", "string"] },
-            "address2": { "type": ["null", "string"] },
-            "city": { "type": ["null", "string"] },
-            "country": { "type": ["null", "string"] },
-            "latitude": {
-              "oneOf": [
-                { "type": "null" },
-                { "type": "number" },
-                { "type": "string" }
-              ]
-            },
-            "longitude": {
-              "oneOf": [
-                { "type": "null" },
-                { "type": "number" },
-                { "type": "string" }
-              ]
-            },
-            "region": { "type": ["null", "string"] },
-            "zip": { "type": ["null", "string"] },
-            "timezone": { "type": ["null", "string"] },
-            "ip": { "type": ["null", "string"] }
-          }
-        },
-        "properties": {
-          "type": ["null", "object"],
-          "additionalProperties": true
-        },
-        "subscriptions": { "$ref": "subscriptions.json" },
-        "predictive_analytics": {
-          "type": ["null", "object"],
-          "properties": {
-            "historic_clv": { "type": ["null", "number"] },
-            "predicted_clv": { "type": ["null", "number"] },
-            "total_clv": { "type": ["null", "number"] },
-            "historic_number_of_orders": { "type": ["null", "integer"] },
-            "predicted_number_of_orders": { "type": ["null", "number"] },
-            "average_days_between_orders": { "type": ["null", "number"] },
-            "average_order_value": { "type": ["null", "number"] },
-            "churn_probability": { "type": ["null", "number"] },
-            "expected_date_of_next_order": { "type": ["null", "string"] }
-          }
-        }
-      }
-    },
-    "links": {
-      "type": ["null", "object"],
-      "properties": {
-        "self": { "type": ["null", "string"] }
-      }
-    },
-    "relationships": {
-      "type": ["null", "object"],
-      "properties": {
-        "lists": {
-          "type": ["null", "object"],
-          "properties": {
-            "links": {
-              "type": ["null", "object"],
-              "properties": {
-                "self": { "type": ["null", "string"] },
-                "related": { "type": ["null", "string"] }
-              }
-            }
-          }
-        },
-        "segments": {
-          "type": ["null", "object"],
-          "properties": {
-            "links": {
-              "type": ["null", "object"],
-              "properties": {
-                "self": { "type": ["null", "string"] },
-                "related": { "type": ["null", "string"] }
-              }
-            }
-          }
-        }
-      }
-    },
-    "segments": { "type": ["null", "object"] }
+    "id": { "type": "string" }
   }
 }
diff --git a/source-klaviyo/source_klaviyo/schemas/lists.json b/source-klaviyo/source_klaviyo/schemas/lists.json
index 2ea00545fb..822f2549c8 100644
--- a/source-klaviyo/source_klaviyo/schemas/lists.json
+++ b/source-klaviyo/source_klaviyo/schemas/lists.json
@@ -4,64 +4,6 @@
   "additionalProperties": true,
   "required": ["id"],
   "properties": {
-    "type": { "type": "string" },
-    "id": { "type": "string" },
-    "updated": { "type": ["null", "string"], "format": "date-time" },
-    "attributes": {
-      "type": ["null", "object"],
-      "properties": {
-        "name": { "type": "string" },
-        "created": { "type": ["null", "string"], "format": "date-time" },
-        "updated": { "type": ["null", "string"], "format": "date-time" },
-        "opt_in_process": { "type": ["null", "string"] }
-      }
-    },
-    "links": {
-      "type": ["null", "object"],
-      "additionalProperties": true,
-      "properties": {
-        "self": { "type": "string" }
-      }
-    },
-    "relationships": {
-      "type": ["null", "object"],
-      "additionalProperties": true,
-      "properties": {
-        "profiles": {
-          "type": ["null", "object"],
-          "properties": {
-            "links": {
-              "type": ["null", "object"],
-              "properties": {
-                "self": { "type": "string" },
-                "related": { "type": "string" }
-              }
-            }
-          }
-        },
-        "tags": {
-          "type": ["null", "object"],
-          "properties": {
-            "data": {
-              "type": "array",
-              "items": {
-                "type": ["null", "object"],
-                "properties": {
-                  "type": { "type": "string" },
-                  "id": { "type": "string" }
-                }
-              }
-            },
-            "links": {
-              "type": ["null", "object"],
-              "properties": {
-                "self": { "type": "string" },
-                "related": { "type": "string" }
-              }
-            }
-          }
-        }
-      }
-    }
+    "id": { "type": "string" }
   }
 }
diff --git a/source-klaviyo/source_klaviyo/schemas/metrics.json b/source-klaviyo/source_klaviyo/schemas/metrics.json
index b60362c2fa..822f2549c8 100644
--- a/source-klaviyo/source_klaviyo/schemas/metrics.json
+++ b/source-klaviyo/source_klaviyo/schemas/metrics.json
@@ -4,27 +4,6 @@
   "additionalProperties": true,
   "required": ["id"],
   "properties": {
-    "type": { "type": "string" },
-    "id": { "type": "string" },
-    "updated": { "type": "string", "format": "date-time" },
-    "attributes": {
-      "type": ["null", "object"],
-      "properties": {
-        "name": { "type": "string" },
-        "created": { "type": "string", "format": "date-time" },
-        "updated": { "type": "string", "format": "date-time" },
-        "integration": {
-          "type": ["null", "object"],
-          "additionalProperties": true
-        }
-      }
-    },
-    "links": {
-      "type": ["null", "object"],
-      "additionalProperties": true,
-      "properties": {
-        "self": { "type": "string" }
-      }
-    }
+    "id": { "type": "string" }
   }
 }
diff --git a/source-klaviyo/source_klaviyo/schemas/profiles.json b/source-klaviyo/source_klaviyo/schemas/profiles.json
index e81f1f49df..cf3780339d 100644
--- a/source-klaviyo/source_klaviyo/schemas/profiles.json
+++ b/source-klaviyo/source_klaviyo/schemas/profiles.json
@@ -4,111 +4,5 @@
   "additionalProperties": true,
   "required": ["id"],
   "properties": {
-    "type": { "type": ["null", "string"] },
-    "id": { "type": "string" },
-    "updated": { "type": ["null", "string"], "format": "date-time" },
-    "attributes": {
-      "type": ["null", "object"],
-      "additionalProperties": true,
-      "properties": {
-        "email": { "type": ["null", "string"] },
-        "phone_number": { "type": ["null", "string"] },
-        "anonymous_id": { "type": ["null", "string"] },
-        "external_id": { "type": ["null", "string"] },
-        "first_name": { "type": ["null", "string"] },
-        "last_name": { "type": ["null", "string"] },
-        "organization": { "type": ["null", "string"] },
-        "title": { "type": ["null", "string"] },
-        "image": { "type": ["null", "string"] },
-        "created": { "type": ["null", "string"], "format": "date-time" },
-        "updated": { "type": ["null", "string"], "format": "date-time" },
-        "last_event_date": {
-          "type": ["null", "string"],
-          "format": "date-time"
-        },
-        "location": {
-          "type": ["null", "object"],
-          "properties": {
-            "address1": { "type": ["null", "string"] },
-            "address2": { "type": ["null", "string"] },
-            "city": { "type": ["null", "string"] },
-            "country": { "type": ["null", "string"] },
-            "latitude": {
-              "oneOf": [
-                { "type": "null" },
-                { "type": "number" },
-                { "type": "string" }
-              ]
-            },
-            "longitude": {
-              "oneOf": [
-                { "type": "null" },
-                { "type": "number" },
-                { "type": "string" }
-              ]
-            },
-            "region": { "type": ["null", "string"] },
-            "zip": { "type": ["null", "string"] },
-            "timezone": { "type": ["null", "string"] },
-            "ip": { "type": ["null", "string"] }
-          }
-        },
-        "properties": {
-          "type": ["null", "object"],
-          "additionalProperties": true
-        },
-        "subscriptions": { "$ref": "subscriptions.json" },
-        "predictive_analytics": {
-          "type": ["null", "object"],
-          "properties": {
-            "historic_clv": { "type": ["null", "number"] },
-            "predicted_clv": { "type": ["null", "number"] },
-            "total_clv": { "type": ["null", "number"] },
-            "historic_number_of_orders": { "type": ["null", "integer"] },
-            "predicted_number_of_orders": { "type": ["null", "number"] },
-            "average_days_between_orders": { "type": ["null", "number"] },
-            "average_order_value": { "type": ["null", "number"] },
-            "churn_probability": { "type": ["null", "number"] },
-            "expected_date_of_next_order": { "type": ["null", "string"] }
-          }
-        }
-      }
-    },
-    "links": {
-      "type": ["null", "object"],
-      "properties": {
-        "self": { "type": ["null", "string"] }
-      }
-    },
-    "relationships": {
-      "type": ["null", "object"],
-      "properties": {
-        "lists": {
-          "type": ["null", "object"],
-          "properties": {
-            "links": {
-              "type": ["null", "object"],
-              "properties": {
-                "self": { "type": ["null", "string"] },
-                "related": { "type": ["null", "string"] }
-              }
-            }
-          }
-        },
-        "segments": {
-          "type": ["null", "object"],
-          "properties": {
-            "links": {
-              "type": ["null", "object"],
-              "properties": {
-                "self": { "type": ["null", "string"] },
-                "related": { "type": ["null", "string"] }
-              }
-            }
-          }
-        }
-      }
-    },
-    "segments": { "type": ["null", "object"] }
-  }
-}
+    "id": { "type": "string" }
+}}
diff --git a/source-klaviyo/source_klaviyo/schemas/shared/subscriptions.json b/source-klaviyo/source_klaviyo/schemas/shared/subscriptions.json
deleted file mode 100644
index c8d1bb4629..0000000000
--- a/source-klaviyo/source_klaviyo/schemas/shared/subscriptions.json
+++ /dev/null
@@ -1,108 +0,0 @@
-{
-  "type": ["null", "object"],
-  "properties": {
-    "email": {
-      "type": ["null", "object"],
-      "properties": {
-        "marketing": {
-          "type": ["null", "object"],
-          "properties": {
-            "can_receive_email_marketing": {
-              "type": "boolean"
-            },
-            "consent": {
-              "type": "string"
-            },
-            "timestamp": {
-              "type": ["null", "string"],
-              "format": "date-time"
-            },
-            "last_updated": {
-              "type": ["null", "string"],
-              "format": "date-time"
-            },
-            "method": {
-              "type": ["null", "string"]
-            },
-            "method_detail": {
-              "type": ["null", "string"]
-            },
-            "custom_method_detail": {
-              "type": ["null", "string"]
-            },
-            "double_optin": {
-              "type": ["null", "boolean"]
-            },
-            "suppressions": {
-              "type": ["null", "array"],
-              "items": {
-                "type": ["null", "object"],
-                "properties": {
-                  "reason": {
-                    "type": "string"
-                  },
-                  "timestamp": {
-                    "type": "string",
-                    "format": "date-time"
-                  }
-                }
-              }
-            },
-            "list_suppressions": {
-              "type": ["null", "array"],
-              "items": {
-                "type": ["null", "object"],
-                "properties": {
-                  "list_id": {
-                    "type": "string"
-                  },
-                  "reason": {
-                    "type": "string"
-                  },
-                  "timestamp": {
-                    "type": "string",
-                    "format": "date-time"
-                  }
-                }
-              }
-            }
-          }
-        }
-      }
-    },
-    "sms": {
-      "type": ["null", "object"],
-      "properties": {
-        "marketing": {
-          "type": ["null", "object"],
-          "properties": {
-            "can_receive_sms_marketing": {
-              "type": ["null", "boolean"]
-            },
-            "consent": {
-              "type": ["null", "string"]
-            },
-            "consent_timestamp": {
-              "type": ["null", "string"],
-              "format": "date-time"
-            },
-            "method": {
-              "type": ["null", "string"]
-            },
-            "method_detail": {
-              "type": ["null", "string"]
-            },
-            "last_updated": {
-              "type": ["null", "string"],
-              "format": "date-time"
-            },
-            "timestamp": {
-              "type": ["null", "string"],
-              "format": "date-time"
-            }
-          }
-        }
-      }
-    }
-  }
-}
diff --git a/source-klaviyo/tests/snapshots/source_klaviyo_tests_test_snapshots__discover__capture.stdout.json b/source-klaviyo/tests/snapshots/source_klaviyo_tests_test_snapshots__discover__capture.stdout.json
index 018d4b7cde..7b35002914 100644
--- a/source-klaviyo/tests/snapshots/source_klaviyo_tests_test_snapshots__discover__capture.stdout.json
+++ b/source-klaviyo/tests/snapshots/source_klaviyo_tests_test_snapshots__discover__capture.stdout.json
@@ -15,293 +15,8 @@
           ],
           "type": "object"
         },
-        "attributes": {
-          "additionalProperties": true,
-          "properties": {
-            "archived": {
-              "type": "boolean"
-            },
-            "audiences": {
-              "additionalProperties": true,
-              "properties": {
-                "excluded": {
-                  "items": {
-                    "type": [
-                      "null",
-                      "string"
-                    ]
-                  },
-                  "type": [
-                    "null",
-                    "array"
-                  ]
-                },
-                "included": {
-                  "items": {
-                    "type": [
-                      "null",
-                      "string"
-                    ]
-                  },
-                  "type": [
-                    "null",
-                    "array"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "channel": {
-              "type": "string"
-            },
-            "created_at": {
-              "format": "date-time",
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "message": {
-              "type": "string"
-            },
-            "name": {
-              "type": "string"
-            },
-            "scheduled_at": {
-              "format": "date-time",
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "send_options": {
-              "properties": {
-                "ignore_unsubscribes": {
-                  "type": [
-                    "null",
-                    "boolean"
-                  ]
-                },
-                "use_smart_sending": {
-                  "type": [
-                    "null",
-                    "boolean"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "send_strategy": {
-              "additionalProperties": true,
-              "properties": {
-                "method": {
-                  "type": "string"
-                },
-                "options_static": {
-                  "properties": {
-                    "datetime": {
-                      "format": "date-time",
-                      "type": "string"
-                    },
-                    "is_local": {
-                      "type": [
-                        "null",
-                        "boolean"
-                      ]
-                    },
-                    "send_past_recipients_immediately": {
-                      "type": [
-                        "null",
-                        "boolean"
-                      ]
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                },
-                "options_sto": {
-                  "properties": {
-                    "date": {
-                      "format": "date",
-                      "type": "string"
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                },
-                "options_throttled": {
-                  "properties": {
-                    "datetime": {
-                      "format": "date-time",
-                      "type": "string"
-                    },
-                    "throttle_percentage": {
-                      "type": "integer"
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "send_time": {
-              "format": "date-time",
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "status": {
-              "type": "string"
-            },
-            "tracking_options": {
-              "additionalProperties": true,
-              "properties": {
-                "is_add_utm": {
-                  "type": [
-                    "null",
-                    "boolean"
-                  ]
-                },
-                "is_tracking_clicks": {
-                  "type": [
-                    "null",
-                    "boolean"
-                  ]
-                },
-                "is_tracking_opens": {
-                  "type": [
-                    "null",
-                    "boolean"
-                  ]
-                },
-                "utm_params": {
-                  "items": {
-                    "properties": {
-                      "name": {
-                        "type": "string"
-                      },
-                      "value": {
-                        "type": "string"
-                      }
-                    },
-                    "type": [
-                      "null",
-                      "object"
-                    ]
-                  },
-                  "type": [
-                    "null",
-                    "array"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "updated_at": {
-              "format": "date-time",
-              "type": [
-                "null",
-                "string"
-              ]
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
         "id": {
           "type": "string"
-        },
-        "links": {
-          "additionalProperties": true,
-          "properties": {
-            "self": {
-              "type": "string"
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
-        "relationships": {
-          "additionalProperties": true,
-          "properties": {
-            "tags": {
-              "properties": {
-                "data": {
-                  "items": {
-                    "properties": {
-                      "id": {
-                        "type": "string"
-                      },
-                      "type": {
-                        "type": "string"
-                      }
-                    },
-                    "type": [
-                      "null",
-                      "object"
-                    ]
-                  },
-                  "type": "array"
-                },
-                "links": {
-                  "properties": {
-                    "related": {
-                      "type": "string"
-                    },
-                    "self": {
-                      "type": "string"
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
-        "type": {
-          "type": "string"
-        },
-        "updated_at": {
-          "format": "date-time",
-          "type": [
-            "null",
-            "string"
-          ]
         }
       },
       "required": [
@@ -338,139 +53,8 @@
           ],
           "type": "object"
         },
-        "attributes": {
-          "properties": {
-            "datetime": {
-              "format": "date-time",
-              "type": "string"
-            },
-            "event_properties": {
-              "additionalProperties": true,
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "timestamp": {
-              "type": "integer"
-            },
-            "uuid": {
-              "type": "string"
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
-        "campaign_id": {
-          "type": [
-            "null",
-            "string"
-          ]
-        },
-        "datetime": {
-          "format": "date-time",
-          "type": "string"
-        },
         "id": {
           "type": "string"
-        },
-        "links": {
-          "properties": {
-            "self": {
-              "type": "string"
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
-        "relationships": {
-          "properties": {
-            "metric": {
-              "properties": {
-                "data": {
-                  "properties": {
-                    "id": {
-                      "type": "string"
-                    },
-                    "type": {
-                      "type": "string"
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                },
-                "links": {
-                  "additionalProperties": true,
-                  "properties": {
-                    "related": {
-                      "type": "string"
-                    },
-                    "self": {
-                      "type": "string"
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "profile": {
-              "properties": {
-                "data": {
-                  "properties": {
-                    "id": {
-                      "type": "string"
-                    },
-                    "type": {
-                      "type": "string"
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                },
-                "links": {
-                  "additionalProperties": true,
-                  "properties": {
-                    "related": {
-                      "type": "string"
-                    },
-                    "self": {
-                      "type": "string"
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
-        "type": {
-          "type": "string"
         }
       },
       "required": [
@@ -507,514 +91,8 @@
           ],
           "type": "object"
         },
-        "attributes": {
-          "additionalProperties": true,
-          "properties": {
-            "anonymous_id": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "created": {
-              "format": "date-time",
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "email": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "external_id": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "first_name": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "image": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "last_event_date": {
-              "format": "date-time",
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "last_name": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "location": {
-              "properties": {
-                "address1": {
-                  "type": [
-                    "null",
-                    "string"
-                  ]
-                },
-                "address2": {
-                  "type": [
-                    "null",
-                    "string"
-                  ]
-                },
-                "city": {
-                  "type": [
-                    "null",
-                    "string"
-                  ]
-                },
-                "country": {
-                  "type": [
-                    "null",
-                    "string"
-                  ]
-                },
-                "ip": {
-                  "type": [
-                    "null",
-                    "string"
-                  ]
-                },
-                "latitude": {
-                  "oneOf": [
-                    {
-                      "type": "null"
-                    },
-                    {
-                      "type": "number"
-                    },
-                    {
-                      "type": "string"
-                    }
-                  ]
-                },
-                "longitude": {
-                  "oneOf": [
-                    {
-                      "type": "null"
-                    },
-                    {
-                      "type": "number"
-                    },
-                    {
-                      "type": "string"
-                    }
-                  ]
-                },
-                "region": {
-                  "type": [
-                    "null",
-                    "string"
-                  ]
-                },
-                "timezone": {
-                  "type": [
-                    "null",
-                    "string"
-                  ]
-                },
-                "zip": {
-                  "type": [
-                    "null",
-                    "string"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "organization": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "phone_number": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "predictive_analytics": {
-              "properties": {
-                "average_days_between_orders": {
-                  "type": [
-                    "null",
-                    "number"
-                  ]
-                },
-                "average_order_value": {
-                  "type": [
-                    "null",
-                    "number"
-                  ]
-                },
-                "churn_probability": {
-                  "type": [
-                    "null",
-                    "number"
-                  ]
-                },
-                "expected_date_of_next_order": {
-                  "type": [
-                    "null",
-                    "string"
-                  ]
-                },
-                "historic_clv": {
-                  "type": [
-                    "null",
-                    "number"
-                  ]
-                },
-                "historic_number_of_orders": {
-                  "type": [
-                    "null",
-                    "integer"
-                  ]
-                },
-                "predicted_clv": {
-                  "type": [
-                    "null",
-                    "number"
-                  ]
-                },
-                "predicted_number_of_orders": {
-                  "type": [
-                    "null",
-                    "number"
-                  ]
-                },
-                "total_clv": {
-                  "type": [
-                    "null",
-                    "number"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "properties": {
-              "additionalProperties": true,
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "subscriptions": {
-              "properties": {
-                "email": {
-                  "properties": {
-                    "marketing": {
-                      "properties": {
-                        "can_receive_email_marketing": {
-                          "type": "boolean"
-                        },
-                        "consent": {
-                          "type": "string"
-                        },
-                        "custom_method_detail": {
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        },
-                        "double_optin": {
-                          "type": [
-                            "null",
-                            "boolean"
-                          ]
-                        },
-                        "last_updated": {
-                          "format": "date-time",
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        },
-                        "list_suppressions": {
-                          "items": {
-                            "properties": {
-                              "list_id": {
-                                "type": "string"
-                              },
-                              "reason": {
-                                "type": "string"
-                              },
-                              "timestamp": {
-                                "format": "date-time",
-                                "type": "string"
-                              }
-                            },
-                            "type": [
-                              "null",
-                              "object"
-                            ]
-                          },
-                          "type": [
-                            "null",
-                            "array"
-                          ]
-                        },
-                        "method": {
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        },
-                        "method_detail": {
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        },
-                        "suppressions": {
-                          "items": {
-                            "properties": {
-                              "reason": {
-                                "type": "string"
-                              },
-                              "timestamp": {
-                                "format": "date-time",
-                                "type": "string"
-                              }
-                            },
-                            "type": [
-                              "null",
-                              "object"
-                            ]
-                          },
-                          "type": [
-                            "null",
-                            "array"
-                          ]
-                        },
-                        "timestamp": {
-                          "format": "date-time",
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        }
-                      },
-                      "type": [
-                        "null",
-                        "object"
-                      ]
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                },
-                "sms": {
-                  "properties": {
-                    "marketing": {
-                      "properties": {
-                        "can_receive_sms_marketing": {
-                          "type": [
-                            "null",
-                            "boolean"
-                          ]
-                        },
-                        "consent": {
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        },
-                        "consent_timestamp": {
-                          "format": "date-time",
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        },
-                        "last_updated": {
-                          "format": "date-time",
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        },
-                        "method": {
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        },
-                        "method_detail": {
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        },
-                        "timestamp": {
-                          "format": "date-time",
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        }
-                      },
-                      "type": [
-                        "null",
-                        "object"
-                      ]
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "title": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "updated": {
-              "format": "date-time",
-              "type": [
-                "null",
-                "string"
-              ]
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
         "id": {
           "type": "string"
-        },
-        "links": {
-          "properties": {
-            "self": {
-              "type": [
-                "null",
-                "string"
-              ]
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
-        "relationships": {
-          "properties": {
-            "lists": {
-              "properties": {
-                "links": {
-                  "properties": {
-                    "related": {
-                      "type": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "self": {
-                      "type": [
-                        "null",
-                        "string"
-                      ]
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "segments": {
-              "properties": {
-                "links": {
-                  "properties": {
-                    "related": {
-                      "type": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "self": {
-                      "type": [
-                        "null",
-                        "string"
-                      ]
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
-        "segments": {
-          "type": [
-            "null",
-            "object"
-          ]
-        },
-        "type": {
-          "type": [
-            "null",
-            "string"
-          ]
-        },
-        "updated": {
-          "format": "date-time",
-          "type": [
-            "null",
-            "string"
-          ]
         }
       },
       "required": [
@@ -1051,131 +129,8 @@
           ],
           "type": "object"
         },
-        "attributes": {
-          "properties": {
-            "created": {
-              "format": "date-time",
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "name": {
-              "type": "string"
-            },
-            "opt_in_process": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "updated": {
-              "format": "date-time",
-              "type": [
-                "null",
-                "string"
-              ]
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
         "id": {
           "type": "string"
-        },
-        "links": {
-          "additionalProperties": true,
-          "properties": {
-            "self": {
-              "type": "string"
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
-        "relationships": {
-          "additionalProperties": true,
-          "properties": {
-            "profiles": {
-              "properties": {
-                "links": {
-                  "properties": {
-                    "related": {
-                      "type": "string"
-                    },
-                    "self": {
-                      "type": "string"
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "tags": {
-              "properties": {
-                "data": {
-                  "items": {
-                    "properties": {
-                      "id": {
-                        "type": "string"
-                      },
-                      "type": {
-                        "type": "string"
-                      }
-                    },
-                    "type": [
-                      "null",
-                      "object"
-                    ]
-                  },
-                  "type": "array"
-                },
-                "links": {
-                  "properties": {
-                    "related": {
-                      "type": "string"
-                    },
-                    "self": {
-                      "type": "string"
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
-        "type": {
-          "type": "string"
-        },
-        "updated": {
-          "format": "date-time",
-          "type": [
-            "null",
-            "string"
-          ]
         }
       },
       "required": [
@@ -1212,53 +167,8 @@
           ],
           "type": "object"
         },
-        "attributes": {
-          "properties": {
-            "created": {
-              "format": "date-time",
-              "type": "string"
-            },
-            "integration": {
-              "additionalProperties": true,
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "name": {
-              "type": "string"
-            },
-            "updated": {
-              "format": "date-time",
-              "type": "string"
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
         "id": {
           "type": "string"
-        },
-        "links": {
-          "additionalProperties": true,
-          "properties": {
-            "self": {
-              "type": "string"
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
-        "type": {
-          "type": "string"
-        },
-        "updated": {
-          "format": "date-time",
-          "type": "string"
         }
       },
       "required": [
@@ -1295,144 +205,8 @@
           ],
           "type": "object"
         },
-        "attributes": {
-          "additionalProperties": true,
-          "properties": {
-            "archived": {
-              "type": "boolean"
-            },
-            "created": {
-              "format": "date-time",
-              "type": "string"
-            },
-            "name": {
-              "type": "string"
-            },
-            "status": {
-              "type": "string"
-            },
-            "trigger_type": {
-              "type": "string"
-            },
-            "updated": {
-              "format": "date-time",
-              "type": "string"
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
         "id": {
           "type": "string"
-        },
-        "links": {
-          "additionalProperties": true,
-          "properties": {
-            "self": {
-              "type": "string"
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
-        "relationships": {
-          "additionalProperties": true,
-          "properties": {
-            "flow-actions": {
-              "properties": {
-                "data": {
-                  "items": {
-                    "additionalProperties": true,
-                    "properties": {
-                      "id": {
-                        "type": "string"
-                      },
-                      "type": {
-                        "type": "string"
-                      }
-                    },
-                    "type": [
-                      "null",
-                      "object"
-                    ]
-                  },
-                  "type": "array"
-                },
-                "links": {
-                  "properties": {
-                    "related": {
-                      "type": "string"
-                    },
-                    "self": {
-                      "type": "string"
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "tags": {
-              "properties": {
-                "data": {
-                  "items": {
-                    "properties": {
-                      "id": {
-                        "type": "string"
-                      },
-                      "type": {
-                        "type": "string"
-                      }
-                    },
-                    "type": [
-                      "null",
-                      "object"
-                    ]
-                  },
-                  "type": "array"
-                },
-                "links": {
-                  "properties": {
-                    "related": {
-                      "type": "string"
-                    },
-                    "self": {
-                      "type": "string"
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
-        "type": {
-          "type": "string"
-        },
-        "updated": {
-          "format": "date-time",
-          "type": "string"
         }
       },
       "required": [
@@ -1469,77 +243,8 @@
           ],
           "type": "object"
         },
-        "attributes": {
-          "additionalProperties": true,
-          "properties": {
-            "company_id": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "created": {
-              "format": "date-time",
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "editor_type": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "html": {
-              "type": "string"
-            },
-            "name": {
-              "type": "string"
-            },
-            "text": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "updated": {
-              "format": "date-time",
-              "type": [
-                "null",
-                "string"
-              ]
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
         "id": {
           "type": "string"
-        },
-        "links": {
-          "additionalProperties": true,
-          "properties": {
-            "self": {
-              "type": "string"
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
-        "type": {
-          "type": "string"
-        },
-        "updated": {
-          "format": "date-time",
-          "type": [
-            "null",
-            "string"
-          ]
         }
       },
       "required": [
@@ -1576,514 +281,8 @@
           ],
           "type": "object"
         },
-        "attributes": {
-          "additionalProperties": true,
-          "properties": {
-            "anonymous_id": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "created": {
-              "format": "date-time",
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "email": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "external_id": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "first_name": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "image": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "last_event_date": {
-              "format": "date-time",
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "last_name": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "location": {
-              "properties": {
-                "address1": {
-                  "type": [
-                    "null",
-                    "string"
-                  ]
-                },
-                "address2": {
-                  "type": [
-                    "null",
-                    "string"
-                  ]
-                },
-                "city": {
-                  "type": [
-                    "null",
-                    "string"
-                  ]
-                },
-                "country": {
-                  "type": [
-                    "null",
-                    "string"
-                  ]
-                },
-                "ip": {
-                  "type": [
-                    "null",
-                    "string"
-                  ]
-                },
-                "latitude": {
-                  "oneOf": [
-                    {
-                      "type": "null"
-                    },
-                    {
-                      "type": "number"
-                    },
-                    {
-                      "type": "string"
-                    }
-                  ]
-                },
-                "longitude": {
-                  "oneOf": [
-                    {
-                      "type": "null"
-                    },
-                    {
-                      "type": "number"
-                    },
-                    {
-                      "type": "string"
-                    }
-                  ]
-                },
-                "region": {
-                  "type": [
-                    "null",
-                    "string"
-                  ]
-                },
-                "timezone": {
-                  "type": [
-                    "null",
-                    "string"
-                  ]
-                },
-                "zip": {
-                  "type": [
-                    "null",
-                    "string"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "organization": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "phone_number": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "predictive_analytics": {
-              "properties": {
-                "average_days_between_orders": {
-                  "type": [
-                    "null",
-                    "number"
-                  ]
-                },
-                "average_order_value": {
-                  "type": [
-                    "null",
-                    "number"
-                  ]
-                },
-                "churn_probability": {
-                  "type": [
-                    "null",
-                    "number"
-                  ]
-                },
-                "expected_date_of_next_order": {
-                  "type": [
-                    "null",
-                    "string"
-                  ]
-                },
-                "historic_clv": {
-                  "type": [
-                    "null",
-                    "number"
-                  ]
-                },
-                "historic_number_of_orders": {
-                  "type": [
-                    "null",
-                    "integer"
-                  ]
-                },
-                "predicted_clv": {
-                  "type": [
-                    "null",
-                    "number"
-                  ]
-                },
-                "predicted_number_of_orders": {
-                  "type": [
-                    "null",
-                    "number"
-                  ]
-                },
-                "total_clv": {
-                  "type": [
-                    "null",
-                    "number"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "properties": {
-              "additionalProperties": true,
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "subscriptions": {
-              "properties": {
-                "email": {
-                  "properties": {
-                    "marketing": {
-                      "properties": {
-                        "can_receive_email_marketing": {
-                          "type": "boolean"
-                        },
-                        "consent": {
-                          "type": "string"
-                        },
-                        "custom_method_detail": {
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        },
-                        "double_optin": {
-                          "type": [
-                            "null",
-                            "boolean"
-                          ]
-                        },
-                        "last_updated": {
-                          "format": "date-time",
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        },
-                        "list_suppressions": {
-                          "items": {
-                            "properties": {
-                              "list_id": {
-                                "type": "string"
-                              },
-                              "reason": {
-                                "type": "string"
-                              },
-                              "timestamp": {
-                                "format": "date-time",
-                                "type": "string"
-                              }
-                            },
-                            "type": [
-                              "null",
-                              "object"
-                            ]
-                          },
-                          "type": [
-                            "null",
-                            "array"
-                          ]
-                        },
-                        "method": {
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        },
-                        "method_detail": {
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        },
-                        "suppressions": {
-                          "items": {
-                            "properties": {
-                              "reason": {
-                                "type": "string"
-                              },
-                              "timestamp": {
-                                "format": "date-time",
-                                "type": "string"
-                              }
-                            },
-                            "type": [
-                              "null",
-                              "object"
-                            ]
-                          },
-                          "type": [
-                            "null",
-                            "array"
-                          ]
-                        },
-                        "timestamp": {
-                          "format": "date-time",
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        }
-                      },
-                      "type": [
-                        "null",
-                        "object"
-                      ]
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                },
-                "sms": {
-                  "properties": {
-                    "marketing": {
-                      "properties": {
-                        "can_receive_sms_marketing": {
-                          "type": [
-                            "null",
-                            "boolean"
-                          ]
-                        },
-                        "consent": {
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        },
-                        "consent_timestamp": {
-                          "format": "date-time",
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        },
-                        "last_updated": {
-                          "format": "date-time",
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        },
-                        "method": {
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        },
-                        "method_detail": {
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        },
-                        "timestamp": {
-                          "format": "date-time",
-                          "type": [
-                            "null",
-                            "string"
-                          ]
-                        }
-                      },
-                      "type": [
-                        "null",
-                        "object"
-                      ]
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "title": {
-              "type": [
-                "null",
-                "string"
-              ]
-            },
-            "updated": {
-              "format": "date-time",
-              "type": [
-                "null",
-                "string"
-              ]
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
         "id": {
           "type": "string"
-        },
-        "links": {
-          "properties": {
-            "self": {
-              "type": [
-                "null",
-                "string"
-              ]
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
-        "relationships": {
-          "properties": {
-            "lists": {
-              "properties": {
-                "links": {
-                  "properties": {
-                    "related": {
-                      "type": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "self": {
-                      "type": [
-                        "null",
-                        "string"
-                      ]
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            },
-            "segments": {
-              "properties": {
-                "links": {
-                  "properties": {
-                    "related": {
-                      "type": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "self": {
-                      "type": [
-                        "null",
-                        "string"
-                      ]
-                    }
-                  },
-                  "type": [
-                    "null",
-                    "object"
-                  ]
-                }
-              },
-              "type": [
-                "null",
-                "object"
-              ]
-            }
-          },
-          "type": [
-            "null",
-            "object"
-          ]
-        },
-        "segments": {
-          "type": [
-            "null",
-            "object"
-          ]
-        },
-        "type": {
-          "type": [
-            "null",
-            "string"
-          ]
-        },
-        "updated": {
-          "format": "date-time",
-          "type": [
-            "null",
-            "string"
-          ]
         }
       },
       "required": [