# Cloudingo: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 31 judge labels across 1 categories by 11 of 12 models. Page: https://gtm-ai-index.com/vendors/cloudingo/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| CRM data quality and deduplication | 2% | 9 | 3% | 31 |

## What the models said for it

- "lighter, purpose-built tools like Cloudingo (Salesforce) ... provide safer, rule-based cleansing with better audit trails" (Qwen 3.7 Flash, CRM data quality)
- "If you are strictly on Salesforce, tools like Cloudingo or DataGroomr are highly optimized for your ecosystem." (Gemini 3.5 Flash, CRM data quality)
- "Cloudingo: Highly automated, Salesforce-native, excellent for real-time deduplication and custom merge rules." (Gemini 3.5 Flash, CRM data quality)
- "For Salesforce teams needing deduplication: DemandTools or Cloudingo" (GLM 4.7 FlashX, CRM data quality)

## And against it

- "Cloudingo and DemandTools can slow down on large datasets" (Grok 4.1 Fast, CRM data quality)

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, September 2026 Edition, gtm-ai-index.com.