# Meta Advanced Analytics: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 16 judge labels across 1 categories by 8 of 14 models. Page: https://gtm-ai-index.com/vendors/meta-advanced-analytics/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Data clean rooms | 2% | 12 | 12% | 16 |

## What the models said for it

- "start with the free walled-garden options (Google, Amazon, Meta)" (MiniMax M2.5, Data clean rooms)
- "Meta's proprietary clean room is free to use (currently in gated beta) for advertisers running heavy campaigns on Meta." (Gemini 3.5 Flash, Data clean rooms)
- "the Walled Gardens (AMC, ADH, MAA) are the most immediate and cost-effective tools" (Qwen 3.7 Flash, Data clean rooms)
- "Meta's clean room offering for advertisers on their platforms. Zero licensing cost." (DeepSeek V4 Flash, Data clean rooms)

## And against it

- "Walled garden DCRs are incredibly powerful, but only within their own ecosystems. They are plagued by severe vendor lock-in." (Gemini 3.5 Flash, Data clean rooms)
- "Walled Gardens (e.g., Google, Meta, Amazon) | Limited interoperability; lock-in to their ecosystem" (Grok 4.1 Fast, Data clean rooms)

## The company

Meta Platforms; https://www.meta.com/; Menlo Park, United States; founded 2004; about 58,604 employees (2020); public, META on Nasdaq. From Wikidata, fetched 2026-09-14.

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, October 2026 Edition, gtm-ai-index.com.