# Meta Advanced Analytics alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 234 of the 252 answers in the 1 category where Meta Advanced Analytics 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/meta-advanced-analytics/alternatives

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

- Snowflake Data Clean Rooms: 62
- AWS Clean Rooms: 32
- Crossbeam: 16
- Decentriq: 9
- Amazon Marketing Cloud: 8
- InfoSum: 8

## Data clean rooms

**Small business**: 76 of 84 answers did not name Meta Advanced Analytics (Meta Advanced Analytics is #6 of 13 at 5%).

- AWS Clean Rooms: first choice in 17 of those 76
- Crossbeam: first choice in 14 of those 76
- Snowflake Data Clean Rooms: first choice in 8 of those 76
- Amazon Marketing Cloud: first choice in 4 of those 76
- Google Ads Data Hub: first choice in 4 of those 76
- Decentriq: first choice in 3 of those 76
- AppsFlyer: first choice in 2 of those 76
- Google BigQuery Data Clean Rooms: first choice in 2 of those 76

**Mid-market**: 74 of 84 answers did not name Meta Advanced Analytics (Meta Advanced Analytics is #5 of 11 at 5%).

- Snowflake Data Clean Rooms: first choice in 21 of those 74
- AWS Clean Rooms: first choice in 9 of those 74
- Amazon Marketing Cloud: first choice in 4 of those 74
- InfoSum: first choice in 4 of those 74
- Databricks Clean Rooms: first choice in 3 of those 74
- LiveRamp Clean Room: first choice in 3 of those 74
- Crossbeam: first choice in 2 of those 74
- Google Ads Data Hub: first choice in 2 of those 74

**Enterprise**: 84 of 84 answers did not name Meta Advanced Analytics (Meta Advanced Analytics is #11 of 11 at 0%).

- Snowflake Data Clean Rooms: first choice in 33 of those 84
- AWS Clean Rooms: first choice in 6 of those 84
- Decentriq: first choice in 6 of those 84
- InfoSum: first choice in 4 of those 84
- Databricks Clean Rooms: first choice in 3 of those 84
- Google BigQuery Data Clean Rooms: first choice in 2 of those 84
- LiveRamp Clean Room: first choice in 2 of those 84
- Microsoft Teams: first choice in 2 of those 84

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