# Forecastr: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 7 judge labels across 1 categories by 7 of 12 models. Page: https://gtm-ai-index.com/vendors/forecastr/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Attribution and marketing mix modeling | 1% | 20 | 14% | 7 |

## What the models said for it

- "The best marketing attribution and marketing mix modeling platform for a company with a limited budget is Forecastr" (Llama 4 Maverick, Attribution & MMM)
- "Forecastr offers a good balance of affordability and ease of use" (GLM 4.7 FlashX, Attribution & MMM)
- "Consider Forecastr for MMM + a separate attribution tool" (MiniMax M2.5, Attribution & MMM)
- "lowest barrier among paid MMM tools" (Grok 4.1 Fast, Attribution & MMM)

## And against it

- "Zero transparency: No access to coefficients, diagnostic plots, or model code" (Kimi K2, Attribution & MMM)

## 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.