# Treasure Data alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 462 of the 504 answers in the 2 categories where Treasure Data holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://www.gane.ai/index/gtm/vendors/treasure-data/alternatives

## Named instead, most often (every category and segment added)

- Segment: 63
- Salesforce Data Cloud: 38
- Hightouch Adaptive Identity Resolution: 28
- FullContact: 26
- LiveRamp Identity Resolution: 21
- HubSpot CDP: 18

## Customer data platforms

**Small business**: 84 of 84 answers did not name Treasure Data.

- Segment: first choice in 34 of those 84
- HubSpot CDP: first choice in 16 of those 84
- RudderStack: first choice in 8 of those 84
- Customer.io: first choice in 3 of those 84
- Klaviyo Data Platform: first choice in 3 of those 84
- HubSpot Marketing Hub: first choice in 2 of those 84
- Insider: first choice in 2 of those 84
- Able CDP: first choice in 1 of those 84

**Mid-market**: 78 of 84 answers did not name Treasure Data (Treasure Data is #9 of 14 at 0%).

- Segment: first choice in 27 of those 78
- RudderStack: first choice in 8 of those 78
- Hightouch: first choice in 5 of those 78
- BlueConic: first choice in 2 of those 78
- HubSpot CDP: first choice in 2 of those 78
- Salesforce Data Cloud: first choice in 2 of those 78
- Amperity: first choice in 1 of those 78
- Bloomreach: first choice in 1 of those 78

**Enterprise**: 55 of 84 answers did not name Treasure Data (Treasure Data is #4 of 12 at 6%).

- Salesforce Data Cloud: first choice in 15 of those 55
- Adobe Real-Time CDP: first choice in 6 of those 55
- Hightouch: first choice in 3 of those 55
- Tealium Customer Data Hub: first choice in 3 of those 55
- Census: first choice in 2 of those 55
- Segment: first choice in 2 of those 55
- ActionIQ: first choice in 1 of those 55
- Microsoft Dynamics 365 Customer Insights: first choice in 1 of those 55

## Identity resolution

**Small business**: 84 of 84 answers did not name Treasure Data.

- FullContact: first choice in 20 of those 84
- Hightouch Adaptive Identity Resolution: first choice in 9 of those 84
- HubSpot Breeze Intelligence: first choice in 9 of those 84
- Twilio Segment Unify: first choice in 7 of those 84
- Identity Matrix: first choice in 4 of those 84
- RB2B: first choice in 4 of those 84
- AWS Entity Resolution: first choice in 3 of those 84
- Apollo.io: first choice in 3 of those 84

**Mid-market**: 82 of 84 answers did not name Treasure Data (Treasure Data is #11 of 17 at 0%).

- Hightouch Adaptive Identity Resolution: first choice in 16 of those 82
- LiveRamp Identity Resolution: first choice in 9 of those 82
- FullContact: first choice in 6 of those 82
- HubSpot Breeze Intelligence: first choice in 4 of those 82
- Twilio Segment Unify: first choice in 4 of those 82
- Oppora: first choice in 3 of those 82
- Warmly: first choice in 3 of those 82
- Zingg: first choice in 3 of those 82

**Enterprise**: 79 of 84 answers did not name Treasure Data (Treasure Data is #8 of 13 at 0%).

- Salesforce Data Cloud: first choice in 21 of those 79
- LiveRamp Identity Resolution: first choice in 12 of those 79
- Dun & Bradstreet: first choice in 3 of those 79
- Hightouch Adaptive Identity Resolution: first choice in 3 of those 79
- Adstra Conexa: first choice in 2 of those 79
- Informatica MDM: first choice in 2 of those 79
- AWS Entity Resolution: first choice in 1 of those 79
- Amperity: first choice in 1 of those 79

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.