# ad:personam: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 4 judge labels across 1 categories by 4 of 12 models. Page: https://gtm-ai-index.com/vendors/ad-personam/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Programmatic and display advertising | 4% | 5 | 0% | 4 |

## What the models said for it

- "AdRoll and ad:personam offer the lowest barriers to entry for true programmatic advertising on limited budgets." (Mistral Small, Programmatic)
- "ad:personam (Best Overall for Strict Budget Constraints)... widely considered the best entry-level platform" (Qwen 3.7 Flash, Programmatic)
- "Consider ad:personam or SmartyAds if you need: Access to inventory outside Google's ecosystem" (Kimi K2, Programmatic)
- "Native self-serve DSP with no minimum spend and a free planning mode, plans from ~€149/month" (DeepSeek V4 Flash, Programmatic)

## 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.