# ZoomInfo Operations alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 228 of the 252 answers in the 1 category where ZoomInfo Operations 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/zoominfo-operations/alternatives

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

- Insycle: 75
- DemandTools: 38
- Dedupely: 28
- Cloudingo: 9
- Cleanlist: 3
- Duplicate Check: 3

## CRM data quality and deduplication

**Small business**: 81 of 84 answers did not name ZoomInfo Operations (ZoomInfo Operations is #11 of 11 at 0%).

- Insycle: first choice in 40 of those 81
- Dedupely: first choice in 18 of those 81
- DemandTools: first choice in 4 of those 81
- WinPure Clean & Match: first choice in 3 of those 81
- Cleanlist: first choice in 1 of those 81
- Clearout: first choice in 1 of those 81
- Cloudingo: first choice in 1 of those 81
- Duplicate Check: first choice in 1 of those 81

**Mid-market**: 77 of 84 answers did not name ZoomInfo Operations (ZoomInfo Operations is #5 of 13 at 4%).

- Insycle: first choice in 26 of those 77
- Dedupely: first choice in 8 of those 77
- DemandTools: first choice in 8 of those 77
- Cleanlist: first choice in 2 of those 77
- Cloudingo: first choice in 2 of those 77
- Duplicate Check: first choice in 2 of those 77
- ZoomInfo: first choice in 2 of those 77
- Apollo.io: first choice in 1 of those 77

**Enterprise**: 70 of 84 answers did not name ZoomInfo Operations (ZoomInfo Operations is #5 of 11 at 6%).

- DemandTools: first choice in 26 of those 70
- Insycle: first choice in 9 of those 70
- Cloudingo: first choice in 6 of those 70
- Informatica Data Quality: first choice in 3 of those 70
- Openprise: first choice in 3 of those 70
- Dedupely: first choice in 2 of those 70
- Ataccama ONE: first choice in 1 of those 70
- Collibra Data Quality: first choice in 1 of those 70

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