# Cloudingo: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 42 judge labels across 1 category by 14 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/cloudingo

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [CRM data quality and deduplication](https://www.gane.ai/index/gtm/revops/crm-data-quality-and-deduplication/index.md) | 0% | 15 | 12% | 42 |

## What the models said for it

- "Choose Validity DemandTools or Cloudingo if you run primarily on Salesforce and need heavy-duty, granular batch cleanup capabilities." (Gemini 3.5 Flash, CRM data quality)
- "A Salesforce-heavy enterprise with dedicated admins usually picks DemandTools or Cloudingo." (Kimi K2, CRM data quality)
- "G2 also highlights Cloudingo as a strong Salesforce-focused deduplication tool, but it tends to be a better fit when you need more automation" (GPT-5.4 mini, CRM data quality)
- "Cloudingo wins on price-to-value for mid-market orgs that need solid dedup without enterprise complexity" (Claude Haiku 4.5, CRM data quality)

## And against it

- "pricing starts at $2,500/year and the tool is Salesforce/Marketo-centric. If you need multi-CRM support, real-time prevention beyond dedupe, or tight engineering integrations, the scope can be a limitation." (Muse Glimmer 30B, CRM data quality)
- "some reviews suggest it may not be the best fit for all use cases, especially as organizations scale" (Mistral Small, CRM data quality)
- "Be Cautious of Multi-CRM "Native" Plugins (e.g., Cloudingo)... suffer from a "Vendor Lock-in" trap" (Qwen 3.7 Flash, CRM data quality)
- "This is one of the more expensive options... Better for mid-sized companies, not tiny budgets." (DeepSeek V4 Flash, CRM data quality)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 2 | 1 | 0 | 3 |
| Gemini 3.5 Flash | 1 | 2 | 0 | 0 | 3 |
| Perplexity Sonar | 0 | 3 | 0 | 0 | 3 |
| Grok 4.20 | 0 | 2 | 1 | 0 | 3 |
| Mistral Small | 0 | 2 | 1 | 1 | 4 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 2 | 5 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 1 | 2 | 1 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 3 | 1 | 0 | 4 |
| MiniMax M2.5 | 0 | 3 | 0 | 0 | 3 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 2 | 1 | 1 | 4 |

## Sources returned with these answers

The sites and pages cited by the answers that named Cloudingo, from 108 of the 115 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 71
- gane.ai/index: 60
- prospeo.io: 50
- therevopsreport.com: 48
- insycle.com: 37
- findymail.com: 30
- databar.ai: 27
- crm.consulting: 25
- validity.com: 24
- winpure.com: 21

### Pages cited

- https://g2.com/categories/data-quality/f/crm: 54
- https://www.gane.ai/index/gtm/revops/crm-data-quality-and-deduplication/enterprise: 42
- https://therevopsreport.com/tools/best-data-hygiene: 38
- https://crm.consulting/salesforce-apps/data-cleansing: 25
- https://prospeo.io/s/crm-deduplication: 25
- https://findymail.com/blog/crm-data-quality: 22
- https://techrepublic.com/article/best-data-cleaning-software: 19
- https://insycle.com/pricing: 18

## In its own words

What Cloudingo's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Salesforce Data Cleansing and Management Tool; Deduping and Data Quality Tool for Salesforce (https://cloudingo.com/)
- For: Salesforce (https://cloudingo.com/pricing)
- Price stated: Licenses start at $2,500/year. (https://cloudingo.com/)
- Starting price: $2,500/year (https://cloudingo.com/)
- Free plan or trial: 10-Day Free Trial (https://cloudingo.com/)
- Certifications: SOC 2 Type II, GDPR, CCPA
- Hosting: United States, USA
- Customers named: Kindred Healthcare, Hotze, 1-800Accountant, Lucid, Docker, IIT, Catalogic

## What it publishes

Every page cloudingo.com exposes, read 2026-09-29: 228 addresses. By kind, pages and the last 90 days:

- blog: 112 pages, 7 in the last 90 days, latest 2026-09-15
- case study: 10 pages, 0 in the last 90 days, latest 2025-02-25
- webinar or virtual event: 2 pages, 0 in the last 90 days, latest undated
- conference or event: 1 pages, 0 in the last 90 days, latest undated
- report or ebook: 6 pages, 0 in the last 90 days, latest 2025-09-30
- comparison: 3 pages, 0 in the last 90 days, latest 2025-03-11
- template or tool: 2 pages, 0 in the last 90 days, latest 2026-04-21
- podcast or video: 1 pages, 0 in the last 90 days, latest 2025-04-28
- news or press: 4 pages, 0 in the last 90 days, latest 2018-08-01
- Recent: 2026-09-15 blog: Why salesforce data cleanup projects always become prevention projects https://cloudingo.com/blog/why-salesforce-data-cleanup-projects-always-become-prevention-projects
- Recent: 2026-09-01 blog: Claudeforce risks data quality https://cloudingo.com/blog/claudeforce-risks-data-quality
- Recent: 2026-08-25 blog: Salesforce data quality has two major problems identity and reachability https://cloudingo.com/blog/salesforce-data-quality-has-two-major-problems-identity-and-reachability
- Recent: 2026-08-21 blog: Why salesforce duplicate rules fail https://cloudingo.com/blog/why-salesforce-duplicate-rules-fail
- Recent: 2026-08-05 blog: The upstream approach using smart forms to prevent duplicates from being created in the first place https://cloudingo.com/blog/the-upstream-approach-using-smart-forms-to-prevent-duplicates-from-being-created-in-the-first-place
- Recent: 2026-07-22 blog: How to choose salesforce deduplication tools in 2026 https://cloudingo.com/blog/how-to-choose-salesforce-deduplication-tools-in-2026

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.