# Userlane: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 16 judge labels across 1 categories by 9 of 12 models. Page: https://gtm-ai-index.com/vendors/userlane/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Digital adoption and onboarding | 2% | 7 | 12% | 16 |

## What the models said for it

- "Whatfix, Userlane, or Apty frequently offer the best balance of enterprise-grade capabilities, faster deployment, and more manageable TCO at your scale." (DeepSeek V4 Flash, Digital adoption)
- "*Top Mid-Market Contenders:* Whatfix, Spekit, Userlane, or Tango" (Gemini 3.5 Flash, Digital adoption)
- "Simpler deployment, good visibility across software portfolio" (Kimi K2, Digital adoption)
- "5. Userlane — *Best for Automated Step-by-Step Guidance*" (Kimi K2, Digital adoption)

## And against it

- "Platforms Requiring Significant Caution ... Userlane ... guides breaking after software updates" (Mistral Small, Digital adoption)
- "WalkMe, Whatfix, Userlane, and Spekit are quote-only with no published pricing" (Kimi K2, Digital adoption)

## 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.