# PROS: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 5 judge labels across 1 categories by 5 of 12 models. Page: https://gtm-ai-index.com/vendors/pros/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| CPQ | 0% | 20 | 20% | 5 |

## What the models said for it

- "Complex manufacturing? PROS, Tacton, or Revalize (higher ratings, fewer complaints)" (Grok 4.1 Fast, CPQ)
- "Choose PROS or Vendavo if pricing optimization is the main challenge." (GPT-5.4 mini, CPQ)
- "AI-powered price optimization; dynamic pricing intelligence" (Kimi K2, CPQ)

## And against it

- "may be too much for smaller teams and can have high total cost of ownership" (Perplexity Sonar, CPQ)

## 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.