# Attribution App alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 236 of the 252 answers in the 1 category where Attribution App 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/attribution-app/alternatives

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

- Dreamdata: 36
- Google Analytics 4: 23
- Rockerbox: 21
- Adobe Marketo Measure: 14
- Google Meridian: 9
- Analytic Partners: 8

## Attribution and marketing mix modeling

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

- Google Analytics 4: first choice in 18 of those 78
- Dreamdata: first choice in 14 of those 78
- HubSpot Marketing Hub: first choice in 8 of those 78
- Triple Whale: first choice in 7 of those 78
- Google Meridian: first choice in 6 of those 78
- Cometly: first choice in 5 of those 78
- Ruler Analytics: first choice in 4 of those 78
- Meta Robyn: first choice in 2 of those 78

**Mid-market**: 74 of 84 answers did not name Attribution App (Attribution App is #9 of 22 at 2%).

- Dreamdata: first choice in 15 of those 74
- Rockerbox: first choice in 8 of those 74
- Google Analytics 4: first choice in 5 of those 74
- Northbeam: first choice in 4 of those 74
- Google Meridian: first choice in 3 of those 74
- Recast: first choice in 3 of those 74
- Mammoth Analytics: first choice in 2 of those 74
- Measured: first choice in 2 of those 74

**Enterprise**: 84 of 84 answers did not name Attribution App.

- Adobe Marketo Measure: first choice in 14 of those 84
- Rockerbox: first choice in 13 of those 84
- Analytic Partners: first choice in 8 of those 84
- Dreamdata: first choice in 7 of those 84
- Measured: first choice in 6 of those 84
- HockeyStack: first choice in 4 of those 84
- CaliberMind: first choice in 3 of those 84
- Paramark: first choice in 3 of those 84

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