# Experian Aperture Data Studio: 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/experian-aperture-data-studio

## 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% | 50 | 0% | 1 |

## What the models said for it

- "Best for: Organizations needing comprehensive data profiling, cleansing, and enrichment." (Mistral Small, CRM data quality)

## 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 | 0 | 0 | 0 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| 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 Experian Aperture Data Studio, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- validity.com: 2
- docs.ataccama.com: 1
- experian.com: 1 (its own site)
- g2.com: 1
- help.qlik.com: 1
- help.salesforce.com: 1
- informatica.com: 1
- loqate.com: 1
- melissa.com: 1
- precisely.com: 1

### Pages cited

- https://docs.ataccama.com/one/latest/overview.html: 1
- https://experian.com/business/solutions/data-quality/data-quality-management: 1
- https://g2.com/categories/data-quality: 1
- https://g2.com/categories/data-quality/f/crm: 1
- https://help.qlik.com/talend/en-US/studio-user-guide/8.0-R2026-03/profiling-and-data-quality: 1
- https://help.salesforce.com/s/articleView: 1
- https://informatica.com/products/data-quality.html: 1
- https://loqate.com/en-us/address-verification/address-cleanse: 1

## The company

Experian; https://www.experian.com/; Dublin, Ireland; founded 1980; about 17,000 employees (2015); public, EXPN on London Stock Exchange. From Wikidata, fetched 2026-09-14.

## What it publishes

Every page experian.com exposes, read 2026-09-29: 10002 addresses. By kind, pages and the last 90 days:

- blog: 6028 pages, 87 in the last 90 days, latest 2026-09-28
- case study: 10 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 5 pages, 0 in the last 90 days, latest undated
- conference or event: 15 pages, 0 in the last 90 days, latest undated
- report or ebook: 72 pages, 5 in the last 90 days, latest 2026-09-10
- comparison: 221 pages, 34 in the last 90 days, latest 2026-09-25
- template or tool: 37 pages, 5 in the last 90 days, latest 2026-09-28
- glossary or explainer: 839 pages, 87 in the last 90 days, latest 2026-09-28
- podcast or video: 10 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-28 blog: Best high yield savings accounts https://www.experian.com/blogs/ask-experian/best-high-yield-savings-accounts
- Recent: 2026-09-28 glossary or explainer: What is debt consolidation https://www.experian.com/blogs/ask-experian/what-is-debt-consolidation
- Recent: 2026-09-28 template or tool: Step by step checklist to getting a consolidation loan https://www.experian.com/blogs/ask-experian/step-by-step-checklist-to-getting-a-consolidation-loan
- Recent: 2026-09-28 blog: Steps to take after identity theft https://www.experian.com/blogs/ask-experian/steps-to-take-after-identity-theft
- Recent: 2026-09-28 glossary or explainer: What is flat rate rewards credit card https://www.experian.com/blogs/ask-experian/what-is-flat-rate-rewards-credit-card
- Recent: 2026-09-28 blog: Where to get loan with thin credit file https://www.experian.com/blogs/ask-experian/where-to-get-loan-with-thin-credit-file

## 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.