# Crescendo: how AI models rank it, October 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| In-app messaging and customer communications | 2% | 19 | 0% | 1 |

## What the models said for it

- "would be a CRM-integrated customer communication tool, such as Crescendo" (Llama 4 Maverick, In-app messaging)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- In-app messaging and customer communications: 0% to 2%, +2. New · not ranked in September 2026 · rank 19 of 105.

## 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.