# Metadata.io: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 15 judge labels across 3 categories by 9 of 12 models. Page: https://gtm-ai-index.com/vendors/metadata-io/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Search and social advertising platforms | 5% | 7 | 0% | 8 |
| Account-based marketing platforms | 0% | 28 | 17% | 6 |
| Programmatic and display advertising | 0% | 36 | 0% | 1 |

## What the models said for it

- "The Modern Gold Standard for B2B Ad Automation: Metadata.io ... is the market leader" (Gemini 3.5 Flash, Paid ads)
- "Best Overall for Paid Social, ABM, and Lead-to-Revenue Automation: Metadata.io" (Gemini 3.5 Flash, Paid ads)
- "the best choice is usually Metadata" (GPT-5.4 mini, Paid ads)
- "Alternative: If you're primarily focused on LinkedIn advertising (common for B2B), Metadata.io would be an excellent specialized choice." (Mistral Small, Paid ads)

## And against it

- "cost $60K\u2013200K+ per year and are usually overkill for limited budgets" (DeepSeek V4 Flash, ABM)

## 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, September 2026 Edition, gtm-ai-index.com.