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

Gane Index, November 2026 Edition. 237 of the 252 answers in the 1 category where Zingg 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/zingg/alternatives

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

- Hightouch Adaptive Identity Resolution: 26
- FullContact: 24
- LiveRamp Identity Resolution: 24
- Salesforce Data Cloud: 23
- HubSpot Breeze Intelligence: 13
- Twilio Segment Unify: 11

## Identity resolution

**Small business**: 78 of 84 answers did not name Zingg.

- FullContact: first choice in 18 of those 78
- Hightouch Adaptive Identity Resolution: first choice in 9 of those 78
- HubSpot Breeze Intelligence: first choice in 9 of those 78
- Twilio Segment Unify: first choice in 7 of those 78
- Identity Matrix: first choice in 4 of those 78
- Apollo.io: first choice in 3 of those 78
- BlueConic: first choice in 3 of those 78
- RB2B: first choice in 3 of those 78

**Mid-market**: 77 of 84 answers did not name Zingg (Zingg is #4 of 17 at 6%).

- Hightouch Adaptive Identity Resolution: first choice in 14 of those 77
- LiveRamp Identity Resolution: first choice in 10 of those 77
- FullContact: 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
- RB2B: first choice in 2 of those 77

**Enterprise**: 82 of 84 answers did not name Zingg.

- Salesforce Data Cloud: first choice in 23 of those 82
- LiveRamp Identity Resolution: first choice in 14 of those 82
- Dun & Bradstreet: first choice in 3 of those 82
- Hightouch Adaptive Identity Resolution: first choice in 3 of those 82
- Informatica MDM: first choice in 2 of those 82
- AWS Entity Resolution: first choice in 1 of those 82
- Adstra Conexa: first choice in 1 of those 82
- Amperity: first choice in 1 of those 82

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