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

Gane Index, November 2026 Edition. 198 of the 252 answers in the 1 category where FullContact 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/fullcontact/alternatives

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

- Salesforce Data Cloud: 25
- LiveRamp Identity Resolution: 23
- Hightouch Adaptive Identity Resolution: 16
- Twilio Segment Unify: 9
- HubSpot Breeze Intelligence: 8
- AWS Entity Resolution: 4

## Identity resolution

**Small business**: 47 of 84 answers did not name FullContact (FullContact is #1 of 12 at 30%).

- Twilio Segment Unify: first choice in 5 of those 47
- HubSpot Breeze Intelligence: first choice in 4 of those 47
- AWS Entity Resolution: first choice in 3 of those 47
- Hightouch Adaptive Identity Resolution: first choice in 3 of those 47
- Apollo.io: first choice in 2 of those 47
- BlueConic: first choice in 2 of those 47
- RB2B: first choice in 2 of those 47
- Amperity: first choice in 1 of those 47

**Mid-market**: 67 of 84 answers did not name FullContact (FullContact is #2 of 17 at 11%).

- Hightouch Adaptive Identity Resolution: first choice in 10 of those 67
- LiveRamp Identity Resolution: first choice in 9 of those 67
- HubSpot Breeze Intelligence: first choice in 4 of those 67
- Twilio Segment Unify: first choice in 4 of those 67
- Oppora: first choice in 2 of those 67
- RB2B: first choice in 2 of those 67
- Salesforce Data Cloud: first choice in 2 of those 67
- Warmly: first choice in 2 of those 67

**Enterprise**: 84 of 84 answers did not name FullContact.

- Salesforce Data Cloud: first choice in 23 of those 84
- LiveRamp Identity Resolution: first choice in 14 of those 84
- Dun & Bradstreet: first choice in 3 of those 84
- Hightouch Adaptive Identity Resolution: first choice in 3 of those 84
- Adstra Conexa: first choice in 2 of those 84
- Informatica MDM: first choice in 2 of those 84
- AWS Entity Resolution: first choice in 1 of those 84
- Amperity: first choice in 1 of those 84

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