# Anomalo: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data warehouse and reverse ETL for marketing](https://www.gane.ai/index/gtm/gtm-data/data-warehouse-reverse-etl/index.md) | 0% | 58 | 0% | 1 |

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Anomalo, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- gane.ai/index: 3
- g2.com: 2
- aboutmartech.com: 1
- alexberman.com: 1
- astera.com: 1
- capterra.com: 1
- cleanlist.ai: 1
- clearout.io: 1
- coffee.ai: 1
- darwinapps.com: 1

### Pages cited

- https://aboutmartech.com/blog/modern-marketing-data-stack-revops: 1
- https://alexberman.com/crm-data-hygiene: 1
- https://astera.com/type/blog/reverse-etl-tools: 1
- https://capterra.com/data-quality-software: 1
- https://cleanlist.ai/blog/2026-05-12-best-database-cleaning-software: 1
- https://clearout.io/blog/crm-data-cleaning-solutions: 1
- https://coffee.ai/articles/affordable-cdp-small-businesses-us: 1
- https://darwinapps.com/blog/the-11-best-data-quality-monitoring-tools-for-marketing-ops-teams-in-2026: 1

## In its own words

What Anomalo's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Data Quality Monitoring Platform; Meet your all-in-one autonomous data management system; Meet your all-in-one automated data quality monitoring platform for the enterprise; The autonomous data system for the agentic enterprise (https://anomalo.com/)
- For: the enterprise; complex and heavily regulated organizations; data teams (https://anomalo.com/)
- Certifications: SOC 2 Type II, GDPR, HIPAA
- Customers named: ADP, Equifax, Nationwide, Lebara, VillageCare, HomeToGo, Discover, Afterpay

## What it publishes

Every page anomalo.com exposes, read 2026-10-05: 331 addresses. By kind, pages and the last 90 days:

- blog: 181 pages, 0 in the last 90 days, latest 2026-07-02
- case study: 19 pages, 0 in the last 90 days, latest 2026-06-29
- webinar or virtual event: 6 pages, 0 in the last 90 days, latest undated
- conference or event: 29 pages, 0 in the last 90 days, latest 2025-10-06
- comparison: 3 pages, 0 in the last 90 days, latest 2026-01-27
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 19 pages, 0 in the last 90 days, latest undated
- podcast or video: 3 pages, 0 in the last 90 days, latest undated
- Recent: 2026-07-02 blog: 2026 is the year of the customer https://www.anomalo.com/blog/2026-is-the-year-of-the-customer
- Recent: 2026-07-01 blog: Federated data governance turns data sharing into a win win https://www.anomalo.com/blog/federated-data-governance-turns-data-sharing-into-a-win-win
- Recent: 2026-06-29 case study: A global financial services leader builds the foundation for agentic data operations https://www.anomalo.com/case-study/a-global-financial-services-leader-builds-the-foundation-for-agentic-data-operations
- Recent: 2026-06-26 blog: Autonomous ai data monitoring for a new era of aml strategy https://www.anomalo.com/blog/autonomous-ai-data-monitoring-for-a-new-era-of-aml-strategy
- Recent: 2026-06-24 blog: Ai data monitoring for underwriters from manual rules to autonomous agents https://www.anomalo.com/blog/ai-data-monitoring-for-underwriters-from-manual-rules-to-autonomous-agents
- Recent: 2026-06-23 blog: Manual to autonomous how agentic data monitoring helps avoid costly reporting errors https://www.anomalo.com/blog/manual-to-autonomous-how-agentic-data-monitoring-helps-avoid-costly-reporting-errors

## 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.