# RudderStack Profiles: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/rudderstack-profiles

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Identity resolution](https://www.gane.ai/index/gtm/gtm-data/identity-resolution/index.md) | 0% | 34 | 0% | 3 |

## What the models said for it

- "a good engineering-led alternative for teams building a warehouse-first customer 360; its Profiles offering is enterprise-priced" (Perplexity Sonar, Identity)
- "Provides configurable identity resolution and customer-360 capabilities in the data cloud." (Perplexity Sonar, Identity)
- "Choose Hightouch or RudderStack if the warehouse is the system of record." (Perplexity Sonar, Identity)

## 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 | 3 | 0 | 0 | 3 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 RudderStack Profiles, from 8 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- usermaven.com: 7
- oppora.ai: 6
- g2.com: 4
- guideflow.com: 4
- rankite.com: 4
- redpointglobal.com: 4
- liveramp.com: 3
- winpure.com: 3
- aboutmartech.com: 2
- datapartners.com: 2

### Pages cited

- https://usermaven.com/blog/identity-resolution-software: 7
- https://oppora.ai/blog/identity-resolution-software: 6
- https://guideflow.com/blog/identity-resolution-software: 4
- https://rankite.com/blog/best-identity-resolution-software: 4
- https://redpointglobal.com/blog/best-identity-resolution-platforms: 4
- https://winpure.com/best-identity-resolution-software: 3
- https://datapartners.com/identity-resolution-services-customer-data-enrichment: 2
- https://g2.com/categories/identity-resolution/enterprise: 2

## What it publishes

Every page rudderstack.com exposes, read 2026-09-29: 10000 addresses. By kind, pages and the last 90 days:

- blog: 383 pages, 0 in the last 90 days, latest undated
- case study: 39 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 78 pages, 0 in the last 90 days, latest undated
- conference or event: 25 pages, 0 in the last 90 days, latest undated
- report or ebook: 452 pages, 0 in the last 90 days, latest undated
- comparison: 61 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: 1 pages, 0 in the last 90 days, latest undated

## 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.