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

GTM AI Recommendation Index, October 2026 Edition. 196 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://gtm-ai-index.com/vendors/liveramp-clean-room/alternatives/

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

- AWS Clean Rooms: 30
- Snowflake Data Clean Rooms: 25
- Amazon Marketing Cloud: 14
- Google Ads Data Hub: 13
- Crossbeam: 11
- Optable: 6

## Data clean rooms

**Small business**: 73 of 84 answers did not name LiveRamp Clean Room (LiveRamp Clean Room is #9 of 12 at 2%).

- AWS Clean Rooms: first choice in 19 of those 73
- Snowflake Data Clean Rooms: first choice in 8 of those 73
- Crossbeam: first choice in 7 of those 73
- Google Ads Data Hub: first choice in 7 of those 73
- Amazon Marketing Cloud: first choice in 6 of those 73
- Google BigQuery Data Clean Rooms: first choice in 3 of those 73
- Google Cloud BigQuery Data Clean Rooms: first choice in 3 of those 73
- Optable: first choice in 3 of those 73

**Mid-market**: 69 of 84 answers did not name LiveRamp Clean Room (LiveRamp Clean Room is #10 of 10 at 2%).

- AWS Clean Rooms: first choice in 9 of those 69
- Amazon Marketing Cloud: first choice in 8 of those 69
- Snowflake Data Clean Rooms: first choice in 7 of those 69
- Google Ads Data Hub: first choice in 6 of those 69
- InfoSum: first choice in 4 of those 69
- Optable: first choice in 3 of those 69
- Crossbeam: first choice in 2 of those 69
- Placino: first choice in 2 of those 69

**Enterprise**: 54 of 84 answers did not name LiveRamp Clean Room (LiveRamp Clean Room is #4 of 9 at 9%).

- Snowflake Data Clean Rooms: first choice in 10 of those 54
- AWS Clean Rooms: first choice in 2 of those 54
- Crossbeam: first choice in 2 of those 54
- Decentriq: first choice in 2 of those 54
- Databricks Data Clean Rooms: first choice in 1 of those 54
- Habu: first choice in 1 of those 54
- IBM Sterling Data Exchange: first choice in 1 of those 54
- InfoSum: first choice in 1 of those 54

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