# Senzing alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 228 of the 252 answers in the 1 category where Senzing 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/senzing/alternatives

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

- Hightouch Adaptive Identity Resolution: 28
- FullContact: 22
- Salesforce Data Cloud: 20
- LiveRamp Identity Resolution: 17
- HubSpot Breeze Intelligence: 12
- Twilio Segment Unify: 10

## Identity resolution

**Small business**: 76 of 84 answers did not name Senzing (Senzing is #8 of 12 at 0%).

- FullContact: first choice in 16 of those 76
- Hightouch Adaptive Identity Resolution: first choice in 9 of those 76
- HubSpot Breeze Intelligence: first choice in 8 of those 76
- Twilio Segment Unify: first choice in 6 of those 76
- RB2B: first choice in 4 of those 76
- AWS Entity Resolution: first choice in 3 of those 76
- Apollo.io: first choice in 3 of those 76
- Identity Matrix: first choice in 3 of those 76

**Mid-market**: 77 of 84 answers did not name Senzing (Senzing is #6 of 17 at 2%).

- Hightouch Adaptive Identity Resolution: first choice in 16 of those 77
- FullContact: first choice in 6 of those 77
- LiveRamp Identity Resolution: first choice in 6 of those 77
- HubSpot Breeze Intelligence: first choice in 4 of those 77
- Twilio Segment Unify: first choice in 4 of those 77
- Oppora: first choice in 3 of those 77
- Warmly: first choice in 3 of those 77
- Zingg: first choice in 3 of those 77

**Enterprise**: 75 of 84 answers did not name Senzing (Senzing is #6 of 13 at 0%).

- Salesforce Data Cloud: first choice in 20 of those 75
- LiveRamp Identity Resolution: first choice in 11 of those 75
- Dun & Bradstreet: first choice in 3 of those 75
- Hightouch Adaptive Identity Resolution: first choice in 3 of those 75
- Informatica MDM: first choice in 2 of those 75
- AWS Entity Resolution: first choice in 1 of those 75
- Adstra Conexa: first choice in 1 of those 75
- Apporetum: first choice in 1 of those 75

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