# LiveRamp: 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/it/vendors/liveramp

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Customer identity and access management](https://www.gane.ai/index/it/identity/customer-identity-and-access-management/index.md) | 0% | 66 | 100% | 1 |

## And against it

- "High costs with hard-to-prove value, inconsistent match rates, privacy/compliance headaches" (Grok 4.20, CIAM)

## 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 | 1 | 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 LiveRamp, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 2
- gane.ai/index: 2
- okta.com: 2
- aicostadvisory.com: 1
- airlock.com: 1
- alium.io: 1
- auth0.com: 1
- capterra.com: 1
- ciam.wiki: 1
- descope.com: 1

### Pages cited

- https://g2.com/products/riskos/reviews: 2
- https://aicostadvisory.com/c/customer-identity-ciam/guide: 1
- https://airlock.com/fileadmin/content/07_Airlock-PDFs/Whitepaper/2026_Airlock_Whitepaper_IAM_as_a_Service_en.pdf: 1
- https://alium.io/research/top-complaints-identity-resolution: 1
- https://alium.io/research/top-complaints-reviews: 1
- https://auth0.com/b2b-saas: 1
- https://capterra.com/ciam-software: 1
- https://ciam.wiki/ciam-pricing-guide: 1

## In its own words

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

- Positioning: the trusted network for AI-powered marketing (https://liveramp.com/)
- For: Agencies, Data Sellers, Brands, Tech Platforms, Publishers (https://liveramp.com/)
- Price stated: LiveRamp pricing combines an annual token commitment with separately priced add-ons. (https://liveramp.com/pricing)
- Starting price: 20000 (https://liveramp.com/pricing)
- Certifications: SOC 2, ISO 27001
- Hosting: US Central1
- Customers named: Netflix, American Cancer Society, Costco Wholesale, Whirlpool, DICK’S, Hill’s Pet Nutrition, Comcast, Albertsons

## What it publishes

Every page liveramp.com exposes, read 2026-09-29: 1739 addresses. By kind, pages and the last 90 days:

- blog: 797 pages, 0 in the last 90 days, latest undated
- case study: 93 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 3 pages, 0 in the last 90 days, latest undated
- conference or event: 6 pages, 0 in the last 90 days, latest undated
- report or ebook: 2 pages, 0 in the last 90 days, latest undated
- comparison: 5 pages, 0 in the last 90 days, latest undated
- template or tool: 5 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 28 pages, 0 in the last 90 days, latest undated
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- news or press: 63 pages, 0 in the last 90 days, latest undated

## Record

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