# LiveRamp Identity Resolution alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 194 of the 252 answers in the 1 category where LiveRamp Identity Resolution 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/liveramp-identity-resolution/alternatives

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

- FullContact: 25
- Hightouch Adaptive Identity Resolution: 25
- HubSpot Breeze Intelligence: 13
- Twilio Segment Unify: 11
- RB2B: 6
- Identity Matrix: 4

## Identity resolution

**Small business**: 83 of 84 answers did not name LiveRamp Identity Resolution (LiveRamp Identity Resolution is #12 of 12 at 0%).

- FullContact: first choice in 20 of those 83
- HubSpot Breeze Intelligence: first choice in 9 of those 83
- Hightouch Adaptive Identity Resolution: first choice in 8 of those 83
- Twilio Segment Unify: first choice in 7 of those 83
- Identity Matrix: first choice in 4 of those 83
- RB2B: first choice in 4 of those 83
- AWS Entity Resolution: first choice in 3 of those 83
- Apollo.io: first choice in 3 of those 83

**Mid-market**: 69 of 84 answers did not name LiveRamp Identity Resolution (LiveRamp Identity Resolution is #14 of 17 at 0%).

- Hightouch Adaptive Identity Resolution: first choice in 16 of those 69
- FullContact: first choice in 5 of those 69
- HubSpot Breeze Intelligence: first choice in 4 of those 69
- Twilio Segment Unify: first choice in 4 of those 69
- Oppora: first choice in 3 of those 69
- Warmly: first choice in 3 of those 69
- Zingg: first choice in 3 of those 69
- RB2B: first choice in 2 of those 69

**Enterprise**: 42 of 84 answers did not name LiveRamp Identity Resolution (LiveRamp Identity Resolution is #2 of 13 at 15%).

- Dun & Bradstreet: first choice in 2 of those 42
- Informatica MDM: first choice in 2 of those 42
- Adstra Conexa: first choice in 1 of those 42
- Apporetum: first choice in 1 of those 42
- Demandbase: first choice in 1 of those 42
- Hightouch Adaptive Identity Resolution: first choice in 1 of those 42
- LoginMaster: first choice in 1 of those 42
- Microsoft Entra ID: first choice in 1 of those 42

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