# Informatica Data Quality alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 228 of the 252 answers in the 1 category where Informatica Data Quality 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/informatica-data-quality/alternatives

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

- Insycle: 78
- DemandTools: 33
- Dedupely: 29
- Cloudingo: 7
- ZoomInfo Operations: 5
- Openprise: 4

## CRM data quality and deduplication

**Small business**: 84 of 84 answers did not name Informatica Data Quality.

- Insycle: first choice in 42 of those 84
- Dedupely: first choice in 18 of those 84
- DemandTools: first choice in 4 of those 84
- WinPure Clean & Match: first choice in 3 of those 84
- Cleanlist: first choice in 1 of those 84
- Clearout: first choice in 1 of those 84
- Cloudingo: first choice in 1 of those 84
- Duplicate Check: first choice in 1 of those 84

**Mid-market**: 78 of 84 answers did not name Informatica Data Quality (Informatica Data Quality is #13 of 13 at 0%).

- Insycle: first choice in 28 of those 78
- Dedupely: first choice in 8 of those 78
- DemandTools: first choice in 5 of those 78
- Cleanlist: first choice in 2 of those 78
- Duplicate Check: 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
- DataGroomr Deduplication: first choice in 1 of those 78

**Enterprise**: 66 of 84 answers did not name Informatica Data Quality (Informatica Data Quality is #6 of 11 at 6%).

- DemandTools: first choice in 24 of those 66
- Insycle: first choice in 8 of those 66
- Cloudingo: first choice in 6 of those 66
- Openprise: first choice in 4 of those 66
- Dedupely: first choice in 3 of those 66
- ZoomInfo Operations: first choice in 3 of those 66
- HubSpot Operations Hub: first choice in 1 of those 66
- Melissa Unison / Clean Suite for CRM: first choice in 1 of those 66

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