# Neuralift: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 8 judge labels across 1 categories by 7 of 12 models. Page: https://gtm-ai-index.com/vendors/neuralift/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Attribution and marketing mix modeling | 0% | 50 | 25% | 8 |

## What the models said for it

- "You need a managed service (e.g., Neuralift, Analytic Partners)" (DeepSeek V4 Flash, Attribution & MMM)

## And against it

- "Managed services like Neuralift score 2.5 — if you leave, you start from scratch with a new vendor." (Claude Haiku 4.5, Attribution & MMM)
- "Requires 8\u201312 weeks, black-box model" (GLM 4.7 FlashX, 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.