{"category":{"slug":"customer-data-platforms","label":"Customer data platforms"},"methodology_url":"https://www.orbator.io/ai-index/methodology","license":"Free to use with attribution to orbator.io","count":26,"earliest":"2026-08-14","latest":"2026-09-08","dates":["2026-09-08","2026-09-07","2026-09-06","2026-09-05","2026-09-04","2026-09-03","2026-09-02","2026-09-01","2026-08-31","2026-08-30","2026-08-29","2026-08-28","2026-08-27","2026-08-26","2026-08-25","2026-08-24","2026-08-23","2026-08-22","2026-08-21","2026-08-20","2026-08-19","2026-08-18","2026-08-17","2026-08-16","2026-08-15","2026-08-14"],"timeline":[{"snapshot_date":"2026-09-08","taken_at":"2026-09-08T07:00:22.948Z","source":"cron","extraction_version":"7","revision":1,"correction_note":null,"sample_size":28,"window":{"from":"2026-08-11","to":"2026-09-08"},"entry_count":68,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":64.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":2,"share_pct":53.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":3,"share_pct":39.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":4,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":5,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":6,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":7,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":8,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","rank":9,"share_pct":32.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"93bf0bce-f319-4892-8b7b-41418ec4f1aa","name":"Databricks","slug":"databricks","rank":10,"share_pct":25,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-09-07","taken_at":"2026-09-07T07:28:43.731Z","source":"cron","extraction_version":"7","revision":1,"correction_note":null,"sample_size":28,"window":{"from":"2026-08-10","to":"2026-09-07"},"entry_count":68,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":64.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":2,"share_pct":53.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":3,"share_pct":39.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":4,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":5,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":6,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":7,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":8,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","rank":9,"share_pct":32.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"93bf0bce-f319-4892-8b7b-41418ec4f1aa","name":"Databricks","slug":"databricks","rank":10,"share_pct":25,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-09-06","taken_at":"2026-09-06T06:58:51.781Z","source":"cron","extraction_version":"7","revision":1,"correction_note":null,"sample_size":28,"window":{"from":"2026-08-09","to":"2026-09-06"},"entry_count":68,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":64.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":2,"share_pct":53.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":3,"share_pct":39.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":4,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":5,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":6,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":7,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":8,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","rank":9,"share_pct":32.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"93bf0bce-f319-4892-8b7b-41418ec4f1aa","name":"Databricks","slug":"databricks","rank":10,"share_pct":25,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-09-05","taken_at":"2026-09-05T07:01:52.944Z","source":"cron","extraction_version":"7","revision":1,"correction_note":null,"sample_size":28,"window":{"from":"2026-08-08","to":"2026-09-05"},"entry_count":68,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":64.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":2,"share_pct":53.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":3,"share_pct":39.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":4,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":5,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":6,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":7,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":8,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","rank":9,"share_pct":32.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"93bf0bce-f319-4892-8b7b-41418ec4f1aa","name":"Databricks","slug":"databricks","rank":10,"share_pct":25,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-09-04","taken_at":"2026-09-04T07:28:27.544Z","source":"cron","extraction_version":"7","revision":1,"correction_note":null,"sample_size":28,"window":{"from":"2026-08-07","to":"2026-09-04"},"entry_count":68,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":64.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":2,"share_pct":53.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":3,"share_pct":39.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":4,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":5,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":6,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":7,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":8,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","rank":9,"share_pct":32.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"93bf0bce-f319-4892-8b7b-41418ec4f1aa","name":"Databricks","slug":"databricks","rank":10,"share_pct":25,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-09-03","taken_at":"2026-09-03T07:00:19.119Z","source":"cron","extraction_version":"7","revision":1,"correction_note":null,"sample_size":28,"window":{"from":"2026-08-06","to":"2026-09-03"},"entry_count":68,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":64.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":2,"share_pct":53.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":3,"share_pct":39.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":4,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":5,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":6,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":7,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":8,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","rank":9,"share_pct":32.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"93bf0bce-f319-4892-8b7b-41418ec4f1aa","name":"Databricks","slug":"databricks","rank":10,"share_pct":25,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-09-02","taken_at":"2026-09-02T07:49:38.589Z","source":"cron","extraction_version":"4-7","revision":1,"correction_note":null,"sample_size":49,"window":{"from":"2026-08-05","to":"2026-09-02"},"entry_count":84,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":69.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":2,"share_pct":51,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":3,"share_pct":44.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":4,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":5,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":6,"share_pct":40.8,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":7,"share_pct":36.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":8,"share_pct":32.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","rank":9,"share_pct":32.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":10,"share_pct":32.7,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-09-01","taken_at":"2026-09-01T06:43:41.001Z","source":"cron","extraction_version":"4-7","revision":1,"correction_note":null,"sample_size":49,"window":{"from":"2026-08-04","to":"2026-09-01"},"entry_count":84,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":69.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":2,"share_pct":51,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":3,"share_pct":44.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":4,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":5,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":6,"share_pct":40.8,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":7,"share_pct":36.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":8,"share_pct":32.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","rank":9,"share_pct":32.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":10,"share_pct":32.7,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-31","taken_at":"2026-08-31T07:10:54.036Z","source":"cron","extraction_version":"4-7","revision":1,"correction_note":null,"sample_size":49,"window":{"from":"2026-08-03","to":"2026-08-31"},"entry_count":84,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":69.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":2,"share_pct":51,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":3,"share_pct":44.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":4,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":5,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":6,"share_pct":40.8,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":7,"share_pct":36.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":8,"share_pct":32.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","rank":9,"share_pct":32.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":10,"share_pct":32.7,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-30","taken_at":"2026-08-30T07:26:44.405Z","source":"cron","extraction_version":"4-7","revision":1,"correction_note":null,"sample_size":56,"window":{"from":"2026-08-02","to":"2026-08-30"},"entry_count":84,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":71.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":2,"share_pct":48.2,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":3,"share_pct":46.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":4,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":5,"share_pct":39.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":6,"share_pct":39.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":7,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","rank":8,"share_pct":33.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":9,"share_pct":33.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":10,"share_pct":32.1,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-29","taken_at":"2026-08-29T06:56:11.159Z","source":"cron","extraction_version":"4-7","revision":1,"correction_note":null,"sample_size":63,"window":{"from":"2026-08-01","to":"2026-08-29"},"entry_count":88,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":73,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":2,"share_pct":50.8,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":3,"share_pct":47.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":4,"share_pct":44.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":5,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":6,"share_pct":41.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":7,"share_pct":41.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":8,"share_pct":38.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"8fb01873-3f78-4589-8b36-967d4a460516","name":"mParticle","slug":"mparticle","rank":9,"share_pct":33.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","rank":10,"share_pct":33.3,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-28","taken_at":"2026-08-28T07:51:02.577Z","source":"cron","extraction_version":"4-7","revision":1,"correction_note":null,"sample_size":63,"window":{"from":"2026-07-31","to":"2026-08-28"},"entry_count":88,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":73,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":2,"share_pct":50.8,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":3,"share_pct":47.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":4,"share_pct":44.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":5,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":6,"share_pct":41.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":7,"share_pct":41.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":8,"share_pct":38.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"8fb01873-3f78-4589-8b36-967d4a460516","name":"mParticle","slug":"mparticle","rank":9,"share_pct":33.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","rank":10,"share_pct":33.3,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-27","taken_at":"2026-08-27T07:03:36.860Z","source":"cron","extraction_version":"4-7","revision":1,"correction_note":null,"sample_size":63,"window":{"from":"2026-07-30","to":"2026-08-27"},"entry_count":88,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":73,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":2,"share_pct":50.8,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":3,"share_pct":47.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":4,"share_pct":44.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":5,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":6,"share_pct":41.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":7,"share_pct":41.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":8,"share_pct":38.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"8fb01873-3f78-4589-8b36-967d4a460516","name":"mParticle","slug":"mparticle","rank":9,"share_pct":33.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","rank":10,"share_pct":33.3,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-26","taken_at":"2026-08-26T07:01:55.260Z","source":"cron","extraction_version":"4-7","revision":1,"correction_note":null,"sample_size":63,"window":{"from":"2026-07-29","to":"2026-08-26"},"entry_count":88,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":73,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":2,"share_pct":50.8,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":3,"share_pct":47.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":4,"share_pct":44.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":5,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":6,"share_pct":41.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":7,"share_pct":41.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":8,"share_pct":38.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"8fb01873-3f78-4589-8b36-967d4a460516","name":"mParticle","slug":"mparticle","rank":9,"share_pct":33.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","rank":10,"share_pct":33.3,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-25","taken_at":"2026-08-25T07:58:38.900Z","source":"cron","extraction_version":"4-7","revision":1,"correction_note":null,"sample_size":77,"window":{"from":"2026-07-28","to":"2026-08-25"},"entry_count":91,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":71.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":2,"share_pct":48.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":3,"share_pct":45.5,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":4,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":5,"share_pct":40.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":6,"share_pct":40.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":7,"share_pct":39,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":8,"share_pct":39,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":9,"share_pct":32.5,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","rank":10,"share_pct":31.2,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-24","taken_at":"2026-08-24T06:59:00.551Z","source":"cron","extraction_version":"4-7","revision":1,"correction_note":null,"sample_size":70,"window":{"from":"2026-07-27","to":"2026-08-24"},"entry_count":88,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":72.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":2,"share_pct":47.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":3,"share_pct":45.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":4,"share_pct":41.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":5,"share_pct":41.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":6,"share_pct":41.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":7,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":8,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":9,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"8fb01873-3f78-4589-8b36-967d4a460516","name":"mParticle","slug":"mparticle","rank":10,"share_pct":30,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-23","taken_at":"2026-08-23T07:52:39.160Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":49,"window":{"from":"2026-07-26","to":"2026-08-23"},"entry_count":83,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":75.5,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":2,"share_pct":51,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":3,"share_pct":44.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":4,"share_pct":44.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":5,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":6,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":7,"share_pct":40.8,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":8,"share_pct":40.8,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":9,"share_pct":36.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"58f4ed29-da40-406a-b55d-cfd46e6facfe","name":"Salesforce Data Cloud","slug":"salesforce-data-cloud","rank":10,"share_pct":36.7,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-22","taken_at":"2026-08-22T06:50:14.279Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":49,"window":{"from":"2026-07-25","to":"2026-08-22"},"entry_count":83,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":75.5,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":2,"share_pct":51,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":3,"share_pct":44.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":4,"share_pct":44.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":5,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":6,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":7,"share_pct":40.8,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":8,"share_pct":40.8,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":9,"share_pct":36.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"58f4ed29-da40-406a-b55d-cfd46e6facfe","name":"Salesforce Data Cloud","slug":"salesforce-data-cloud","rank":10,"share_pct":36.7,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-21","taken_at":"2026-08-21T07:04:52.787Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":70,"window":{"from":"2026-07-24","to":"2026-08-21"},"entry_count":91,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":72.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":2,"share_pct":51.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":3,"share_pct":41.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":4,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":5,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":6,"share_pct":37.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":7,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":8,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"58f4ed29-da40-406a-b55d-cfd46e6facfe","name":"Salesforce Data Cloud","slug":"salesforce-data-cloud","rank":9,"share_pct":31.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":10,"share_pct":30,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-20","taken_at":"2026-08-20T08:16:11.986Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":70,"window":{"from":"2026-07-23","to":"2026-08-20"},"entry_count":91,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":72.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":2,"share_pct":51.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":3,"share_pct":41.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":4,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":5,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":6,"share_pct":37.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":7,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":8,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"58f4ed29-da40-406a-b55d-cfd46e6facfe","name":"Salesforce Data Cloud","slug":"salesforce-data-cloud","rank":9,"share_pct":31.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":10,"share_pct":30,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-19","taken_at":"2026-08-19T07:05:52.772Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":70,"window":{"from":"2026-07-22","to":"2026-08-19"},"entry_count":91,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":72.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":2,"share_pct":51.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":3,"share_pct":41.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":4,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":5,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":6,"share_pct":37.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":7,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":8,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"58f4ed29-da40-406a-b55d-cfd46e6facfe","name":"Salesforce Data Cloud","slug":"salesforce-data-cloud","rank":9,"share_pct":31.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":10,"share_pct":30,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-18","taken_at":"2026-08-18T08:04:08.006Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":70,"window":{"from":"2026-07-21","to":"2026-08-18"},"entry_count":91,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":72.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":2,"share_pct":51.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":3,"share_pct":41.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":4,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":5,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":6,"share_pct":37.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":7,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":8,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"58f4ed29-da40-406a-b55d-cfd46e6facfe","name":"Salesforce Data Cloud","slug":"salesforce-data-cloud","rank":9,"share_pct":31.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":10,"share_pct":30,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-17","taken_at":"2026-08-17T07:00:12.871Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":70,"window":{"from":"2026-07-20","to":"2026-08-17"},"entry_count":91,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":72.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":2,"share_pct":51.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":3,"share_pct":41.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":4,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":5,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":6,"share_pct":37.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":7,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":8,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"58f4ed29-da40-406a-b55d-cfd46e6facfe","name":"Salesforce Data Cloud","slug":"salesforce-data-cloud","rank":9,"share_pct":31.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":10,"share_pct":30,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-16","taken_at":"2026-08-16T06:13:24.421Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":70,"window":{"from":"2026-07-19","to":"2026-08-16"},"entry_count":91,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":72.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":2,"share_pct":51.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":3,"share_pct":41.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":4,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":5,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":6,"share_pct":37.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":7,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":8,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"58f4ed29-da40-406a-b55d-cfd46e6facfe","name":"Salesforce Data Cloud","slug":"salesforce-data-cloud","rank":9,"share_pct":31.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":10,"share_pct":30,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-15","taken_at":"2026-08-15T07:45:04.379Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":70,"window":{"from":"2026-07-18","to":"2026-08-15"},"entry_count":91,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":72.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":2,"share_pct":51.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":3,"share_pct":41.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":4,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":5,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":6,"share_pct":37.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":7,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":8,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"58f4ed29-da40-406a-b55d-cfd46e6facfe","name":"Salesforce Data Cloud","slug":"salesforce-data-cloud","rank":9,"share_pct":31.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":10,"share_pct":30,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-14","taken_at":"2026-08-14T06:58:18.285Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":70,"window":{"from":"2026-07-17","to":"2026-08-14"},"entry_count":91,"entries":[{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","rank":1,"share_pct":72.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","rank":2,"share_pct":51.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","rank":3,"share_pct":41.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","rank":4,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","rank":5,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","rank":6,"share_pct":37.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":7,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","rank":8,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"58f4ed29-da40-406a-b55d-cfd46e6facfe","name":"Salesforce Data Cloud","slug":"salesforce-data-cloud","rank":9,"share_pct":31.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","rank":10,"share_pct":30,"trend":null,"trend_confidence":"suppressed"}]}],"top_n":10,"noise_floor_pp":1,"changes":[{"date":"2026-09-08","previous_date":"2026-09-07","source":"cron","extraction_version":"7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-09-07","previous_date":"2026-09-06","source":"cron","extraction_version":"7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-09-06","previous_date":"2026-09-05","source":"cron","extraction_version":"7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-09-05","previous_date":"2026-09-04","source":"cron","extraction_version":"7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-09-04","previous_date":"2026-09-03","source":"cron","extraction_version":"7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-09-03","previous_date":"2026-09-02","source":"cron","extraction_version":"7","extraction_version_change":{"from":"4-7","to":"7"},"top_n":10,"noise_floor_pp":1,"entered":[{"index_product_id":"93bf0bce-f319-4892-8b7b-41418ec4f1aa","name":"Databricks","slug":"databricks","rank":10,"from_rank":15,"first_ranked":false,"share_pct":25}],"left":[{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":10,"to_rank":12,"unranked":false}],"rank_moves":[{"index_product_id":"93bf0bce-f319-4892-8b7b-41418ec4f1aa","name":"Databricks","slug":"databricks","from":15,"to":10,"delta":5},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","from":5,"to":8,"delta":-3},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","from":6,"to":4,"delta":2},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","from":3,"to":5,"delta":-2},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","from":8,"to":6,"delta":2},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","from":10,"to":12,"delta":-2},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","from":4,"to":3,"delta":1}],"share_moves":[{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","from":44.9,"to":35.7,"delta":-9.2},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","from":32.7,"to":25,"delta":-7.7},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","from":42.9,"to":35.7,"delta":-7.2},{"index_product_id":"93bf0bce-f319-4892-8b7b-41418ec4f1aa","name":"Databricks","slug":"databricks","from":18.4,"to":25,"delta":6.6},{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","from":69.4,"to":64.3,"delta":-5.1},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","from":40.8,"to":35.7,"delta":-5.1},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","from":42.9,"to":39.3,"delta":-3.6},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","from":32.7,"to":35.7,"delta":3},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","from":51,"to":53.6,"delta":2.6},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","from":36.7,"to":35.7,"delta":-1}],"has_changes":true},{"date":"2026-09-02","previous_date":"2026-09-01","source":"cron","extraction_version":"4-7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-09-01","previous_date":"2026-08-31","source":"cron","extraction_version":"4-7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-31","previous_date":"2026-08-30","source":"cron","extraction_version":"4-7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","from":10,"to":8,"delta":2},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","from":6,"to":5,"delta":1},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","from":5,"to":6,"delta":-1},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","from":8,"to":9,"delta":-1},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","from":9,"to":10,"delta":-1}],"share_moves":[{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","from":39.3,"to":42.9,"delta":3.6},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","from":48.2,"to":51,"delta":2.8},{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","from":71.4,"to":69.4,"delta":-2},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","from":46.4,"to":44.9,"delta":-1.5},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","from":39.3,"to":40.8,"delta":1.5},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","from":33.9,"to":32.7,"delta":-1.2},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","from":33.9,"to":32.7,"delta":-1.2},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","from":35.7,"to":36.7,"delta":1}],"has_changes":true},{"date":"2026-08-30","previous_date":"2026-08-29","source":"cron","extraction_version":"4-7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":9,"from_rank":12,"first_ranked":false,"share_pct":33.9}],"left":[{"index_product_id":"8fb01873-3f78-4589-8b36-967d4a460516","name":"mParticle","slug":"mparticle","rank":9,"to_rank":11,"unranked":false}],"rank_moves":[{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","from":12,"to":9,"delta":3},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","from":10,"to":8,"delta":2},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","from":8,"to":10,"delta":-2},{"index_product_id":"8fb01873-3f78-4589-8b36-967d4a460516","name":"mParticle","slug":"mparticle","from":9,"to":11,"delta":-2},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","from":7,"to":6,"delta":1},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","from":6,"to":7,"delta":-1}],"share_moves":[{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","from":38.1,"to":32.1,"delta":-6},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","from":41.3,"to":35.7,"delta":-5.6},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","from":30.2,"to":33.9,"delta":3.7},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","from":42.9,"to":39.3,"delta":-3.6},{"index_product_id":"8fb01873-3f78-4589-8b36-967d4a460516","name":"mParticle","slug":"mparticle","from":33.3,"to":30.4,"delta":-2.9},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","from":50.8,"to":48.2,"delta":-2.6},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","from":41.3,"to":39.3,"delta":-2},{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","from":73,"to":71.4,"delta":-1.6},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","from":44.4,"to":42.9,"delta":-1.5},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","from":47.6,"to":46.4,"delta":-1.2}],"has_changes":true},{"date":"2026-08-29","previous_date":"2026-08-28","source":"cron","extraction_version":"4-7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-28","previous_date":"2026-08-27","source":"cron","extraction_version":"4-7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-27","previous_date":"2026-08-26","source":"cron","extraction_version":"4-7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-26","previous_date":"2026-08-25","source":"cron","extraction_version":"4-7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[{"index_product_id":"8fb01873-3f78-4589-8b36-967d4a460516","name":"mParticle","slug":"mparticle","rank":9,"from_rank":12,"first_ranked":false,"share_pct":33.3}],"left":[{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","rank":9,"to_rank":12,"unranked":false}],"rank_moves":[{"index_product_id":"8fb01873-3f78-4589-8b36-967d4a460516","name":"mParticle","slug":"mparticle","from":12,"to":9,"delta":3},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","from":9,"to":12,"delta":-3},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","from":8,"to":6,"delta":2},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","from":6,"to":7,"delta":-1},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","from":7,"to":8,"delta":-1}],"share_moves":[{"index_product_id":"8fb01873-3f78-4589-8b36-967d4a460516","name":"mParticle","slug":"mparticle","from":29.9,"to":33.3,"delta":3.4},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","from":48.1,"to":50.8,"delta":2.7},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","from":40.3,"to":42.9,"delta":2.6},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","from":39,"to":41.3,"delta":2.3},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","from":32.5,"to":30.2,"delta":-2.3},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","from":45.5,"to":47.6,"delta":2.1},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","from":31.2,"to":33.3,"delta":2.1},{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","from":71.4,"to":73,"delta":1.6},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","from":42.9,"to":44.4,"delta":1.5},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","from":40.3,"to":41.3,"delta":1}],"has_changes":true},{"date":"2026-08-25","previous_date":"2026-08-24","source":"cron","extraction_version":"4-7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","rank":10,"from_rank":11,"first_ranked":false,"share_pct":31.2}],"left":[{"index_product_id":"8fb01873-3f78-4589-8b36-967d4a460516","name":"mParticle","slug":"mparticle","rank":10,"to_rank":12,"unranked":false}],"rank_moves":[{"index_product_id":"8fb01873-3f78-4589-8b36-967d4a460516","name":"mParticle","slug":"mparticle","from":10,"to":12,"delta":-2},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","from":3,"to":2,"delta":1},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","from":2,"to":3,"delta":-1},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","from":5,"to":4,"delta":1},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","from":4,"to":5,"delta":-1},{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","from":11,"to":10,"delta":1}],"share_moves":[{"index_product_id":"d34b81c0-0bba-4820-b30d-0bb155f060bb","name":"Adobe Real-Time CDP","slug":"adobe-real-time-cdp","from":28.6,"to":31.2,"delta":2.6},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","from":45.7,"to":48.1,"delta":2.4},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","from":47.1,"to":45.5,"delta":-1.6},{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","from":72.9,"to":71.4,"delta":-1.5},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","from":41.4,"to":42.9,"delta":1.5},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","from":41.4,"to":40.3,"delta":-1.1},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","from":41.4,"to":40.3,"delta":-1.1},{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","from":40,"to":39,"delta":-1},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","from":40,"to":39,"delta":-1}],"has_changes":true},{"date":"2026-08-24","previous_date":"2026-08-23","source":"cron","extraction_version":"4-7","extraction_version_change":{"from":"4","to":"4-7"},"top_n":10,"noise_floor_pp":1,"entered":[{"index_product_id":"8fb01873-3f78-4589-8b36-967d4a460516","name":"mParticle","slug":"mparticle","rank":10,"from_rank":11,"first_ranked":false,"share_pct":30}],"left":[{"index_product_id":"58f4ed29-da40-406a-b55d-cfd46e6facfe","name":"Salesforce Data Cloud","slug":"salesforce-data-cloud","rank":10,"to_rank":12,"unranked":false}],"rank_moves":[{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","from":3,"to":5,"delta":-2},{"index_product_id":"58f4ed29-da40-406a-b55d-cfd46e6facfe","name":"Salesforce Data Cloud","slug":"salesforce-data-cloud","from":10,"to":12,"delta":-2},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","from":4,"to":3,"delta":1},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","from":5,"to":4,"delta":1},{"index_product_id":"8fb01873-3f78-4589-8b36-967d4a460516","name":"mParticle","slug":"mparticle","from":11,"to":10,"delta":1}],"share_moves":[{"index_product_id":"58f4ed29-da40-406a-b55d-cfd46e6facfe","name":"Salesforce Data Cloud","slug":"salesforce-data-cloud","from":36.7,"to":28.6,"delta":-8.1},{"index_product_id":"3c7b9dd9-b3c2-4486-8ac9-8054eab92a6b","name":"Twilio","slug":"twilio","from":51,"to":47.1,"delta":-3.9},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","from":36.7,"to":32.9,"delta":-3.8},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","from":44.9,"to":41.4,"delta":-3.5},{"index_product_id":"8fb01873-3f78-4589-8b36-967d4a460516","name":"mParticle","slug":"mparticle","from":32.7,"to":30,"delta":-2.7},{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","from":75.5,"to":72.9,"delta":-2.6},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","from":42.9,"to":41.4,"delta":-1.5},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","from":42.9,"to":41.4,"delta":-1.5}],"has_changes":true},{"date":"2026-08-23","previous_date":"2026-08-22","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-22","previous_date":"2026-08-21","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","from":10,"to":7,"delta":3},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","from":5,"to":3,"delta":2},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","from":7,"to":9,"delta":-2},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","from":3,"to":4,"delta":-1},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","from":4,"to":5,"delta":-1},{"index_product_id":"58f4ed29-da40-406a-b55d-cfd46e6facfe","name":"Salesforce Data Cloud","slug":"salesforce-data-cloud","from":9,"to":10,"delta":-1}],"share_moves":[{"index_product_id":"69f611ae-7905-44ee-a2d7-4f2fc2d3520f","name":"BigQuery","slug":"bigquery","from":30,"to":40.8,"delta":10.8},{"index_product_id":"143569a4-0365-4a1c-883f-2a66c460e07f","name":"Snowflake","slug":"snowflake","from":32.9,"to":40.8,"delta":7.9},{"index_product_id":"6881e9b7-483e-4914-b3fd-7930586a9657","name":"Tealium","slug":"tealium","from":37.1,"to":42.9,"delta":5.8},{"index_product_id":"58f4ed29-da40-406a-b55d-cfd46e6facfe","name":"Salesforce Data Cloud","slug":"salesforce-data-cloud","from":31.4,"to":36.7,"delta":5.3},{"index_product_id":"b4681549-3d0b-458b-b633-956473bba8f4","name":"Adobe","slug":"adobe","from":40,"to":44.9,"delta":4.9},{"index_product_id":"68ff8205-3a5f-487d-9e64-7e9c15d2f92c","name":"Unify","slug":"unify","from":32.9,"to":36.7,"delta":3.8},{"index_product_id":"f2d94449-342a-459f-b9a1-812ed1c79eb6","name":"Hightouch","slug":"hightouch","from":41.4,"to":44.9,"delta":3.5},{"index_product_id":"5b820a4d-0859-4762-b581-4b4c0d76a5db","name":"RudderStack","slug":"rudderstack","from":40,"to":42.9,"delta":2.9},{"index_product_id":"657957ae-529f-4733-870c-b8e717cdc1ae","name":"Segment","slug":"segment","from":72.9,"to":75.5,"delta":2.6}],"has_changes":true},{"date":"2026-08-21","previous_date":"2026-08-20","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-20","previous_date":"2026-08-19","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-19","previous_date":"2026-08-18","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-18","previous_date":"2026-08-17","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-17","previous_date":"2026-08-16","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-16","previous_date":"2026-08-15","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-15","previous_date":"2026-08-14","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false}]}