# Userlane: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 17 judge labels across 1 category by 11 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/userlane

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Digital adoption and onboarding](https://www.gane.ai/index/gtm/customer/digital-adoption-and-onboarding/index.md) | 0% | 16 | 0% | 17 |

## What the models said for it

- "Best For: Mid-market companies rolling out standard business software (ERP, CRM) who want a straightforward, low-maintenance solution." (Qwen 3.7 Flash, Digital adoption)
- "Best for mid-market companies that want faster deployment and simpler guide authoring than the enterprise incumbents." (Claude Haiku 4.5, Digital adoption)
- "Known for very fast implementation and great generative AI capabilities; often favored for speed of deployment." (Qwen 3.7 Flash, Digital adoption)
- "Look at lighter options like Product Fruits, Userlane, or Appcues" (DeepSeek V4 Flash, Digital adoption)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 2 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 0 | 2 |
| Kimi K2 | 0 | 2 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Userlane, from 43 of the 48 answers that named it (only the models that return a source list).

### Domains cited

- walkme.com: 22
- whatfix.com: 22
- userpilot.com: 21
- pendo.io: 15
- g2.com: 12
- supered.io: 11
- worknet.ai: 11
- apty.ai: 9
- ciopages.com: 9
- forrester.com: 8

### Pages cited

- https://whatfix.com/digital-adoption-platform: 12
- https://userpilot.com/blog/digital-adoption-platforms: 10
- https://ciopages.com/buyer-guides/digital-adoption-platform: 9
- https://walkme.com/blog/digital-adoption-solutions: 9
- https://forrester.com/report/the-forrester-wave-tm-digital-adoption-platforms-q4-2024/RES181654: 8
- https://supered.io/guide/digital-adoption-platform: 8
- https://userpilot.com/blog/walkme-competitors: 8
- https://pendo.io/pendo-blog/top-10-digital-adoption-platforms: 7

## In its own words

What Userlane's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Software Adoption Platform for Regulated Industries (https://www.userlane.com/)
- For: healthcare, financial services, manufacturing, pharma, and other regulated industries (https://www.userlane.com/)
- Price stated: Application-based Pricing: Fixed annual fee per application. Consumption-based pricing: Usage-based pricing with unlimited applications. (https://www.userlane.com/pricing)
- Certifications: ISO 27001, GDPR
- Hosting: regional residency options available
- Customers named: Dutch Flower Group, AGCO, OBI, Spring Venture Group, Renolit, Forvia Hella, BayernLB, Drucker + Falk

## What it publishes

Every page userlane.com exposes, read 2026-09-29: 427 addresses. By kind, pages and the last 90 days:

- blog: 69 pages, 7 in the last 90 days, latest 2026-09-21
- case study: 9 pages, 0 in the last 90 days, latest 2024-05-27
- comparison: 3 pages, 1 in the last 90 days, latest 2026-08-11
- template or tool: 3 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 4 pages, 0 in the last 90 days, latest 2026-06-23
- news or press: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-21 blog: Heart https://www.userlane.com/blog/heart
- Recent: 2026-09-21 blog: Goals https://www.userlane.com/blog/goals
- Recent: 2026-08-11 comparison: Microsoft 365 copilot adoption 2026 measuring seats vs usage https://www.userlane.com/blog/microsoft-365-copilot-adoption-2026-measuring-seats-vs-usage
- Recent: 2026-08-11 blog: The changeover day and epr retraining https://www.userlane.com/blog/the-changeover-day-and-epr-retraining
- Recent: 2026-08-07 blog: Eu ai act 2026 what applies now and whats next https://www.userlane.com/blog/eu-ai-act-2026-what-applies-now-and-whats-next
- Recent: 2026-07-13 blog: After go live the revenue phase consulting firms miss https://www.userlane.com/blog/after-go-live-the-revenue-phase-consulting-firms-miss

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.