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

Gane Index, November 2026 Edition. 241 of the 252 answers in the 1 category where Cleanlist 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/cleanlist/alternatives

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

- Insycle: 71
- DemandTools: 47
- Dedupely: 28
- Cloudingo: 9
- ZoomInfo Operations: 7
- Informatica Data Quality: 5

## CRM data quality and deduplication

**Small business**: 79 of 84 answers did not name Cleanlist.

- Insycle: first choice in 38 of those 79
- Dedupely: first choice in 17 of those 79
- DemandTools: first choice in 4 of those 79
- WinPure Clean & Match: first choice in 3 of those 79
- Clearout: first choice in 1 of those 79
- Cloudingo: first choice in 1 of those 79
- Duplicate Check: first choice in 1 of those 79
- Findymail CRM Datacare: first choice in 1 of those 79

**Mid-market**: 78 of 84 answers did not name Cleanlist (Cleanlist is #4 of 13 at 4%).

- Insycle: first choice in 24 of those 78
- DemandTools: first choice in 9 of those 78
- Dedupely: first choice in 8 of those 78
- Cloudingo: first choice in 2 of those 78
- Duplicate Check: first choice in 2 of those 78
- ZoomInfo: first choice in 2 of those 78
- ZoomInfo Operations: first choice in 2 of those 78
- Apollo.io: first choice in 1 of those 78

**Enterprise**: 84 of 84 answers did not name Cleanlist.

- DemandTools: first choice in 34 of those 84
- Insycle: first choice in 9 of those 84
- Cloudingo: first choice in 6 of those 84
- Informatica Data Quality: first choice in 5 of those 84
- ZoomInfo Operations: first choice in 5 of those 84
- Openprise: first choice in 4 of those 84
- Dedupely: first choice in 3 of those 84
- ZoomInfo: 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.