# LiveRamp Clean Room alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 201 of the 252 answers in the 1 category where LiveRamp Clean Room 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-clean-room/alternatives

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

- Snowflake Data Clean Rooms: 37
- AWS Clean Rooms: 26
- Google Ads Data Hub: 18
- Amazon Marketing Cloud: 17
- Crossbeam: 16
- Decentriq: 6

## Data clean rooms

**Small business**: 76 of 84 answers did not name LiveRamp Clean Room (LiveRamp Clean Room is #8 of 13 at 3%).

- AWS Clean Rooms: first choice in 16 of those 76
- Crossbeam: first choice in 14 of those 76
- Google Ads Data Hub: first choice in 8 of those 76
- Amazon Marketing Cloud: first choice in 6 of those 76
- Snowflake Data Clean Rooms: first choice in 5 of those 76
- Meta Advanced Analytics: first choice in 3 of those 76
- AppsFlyer: first choice in 2 of those 76
- Decentriq: first choice in 2 of those 76

**Mid-market**: 68 of 84 answers did not name LiveRamp Clean Room (LiveRamp Clean Room is #8 of 11 at 3%).

- Snowflake Data Clean Rooms: first choice in 14 of those 68
- Amazon Marketing Cloud: first choice in 11 of those 68
- Google Ads Data Hub: first choice in 10 of those 68
- AWS Clean Rooms: first choice in 8 of those 68
- Databricks Clean Rooms: first choice in 3 of those 68
- InfoSum: first choice in 3 of those 68
- Meta Advanced Analytics: first choice in 3 of those 68
- Crossbeam: first choice in 2 of those 68

**Enterprise**: 57 of 84 answers did not name LiveRamp Clean Room (LiveRamp Clean Room is #7 of 11 at 0%).

- Snowflake Data Clean Rooms: first choice in 18 of those 57
- Decentriq: first choice in 4 of those 57
- AWS Clean Rooms: first choice in 2 of those 57
- Databricks Clean Rooms: first choice in 2 of those 57
- InfoSum: first choice in 2 of those 57
- Microsoft Teams: first choice in 2 of those 57
- DataMoon Clean Room: first choice in 1 of those 57
- Google BigQuery Data Clean Rooms: first choice in 1 of those 57

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