# Userpilot: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 105 judge labels across 7 categories by 14 of 14 models. Page: https://gtm-ai-index.com/vendors/userpilot/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Digital adoption and onboarding | 30% | 1 | 12% | 49 |
| In-app messaging and customer communications | 16% | 3 | 7% | 27 |
| Mobile apps | 5% | 9 | 0% | 3 |
| Interactive demo platforms | 2% | 8 | 0% | 3 |
| Client onboarding platforms | 0% | 22 | 21% | 14 |
| Product analytics | 0% | 8 | 0% | 5 |
| Customer success platforms | 0% | 15 | 0% | 4 |

## What the models said for it

- "Best for SaaS onboarding on a mid-market budget: Userpilot - strong flow builder, A/B testing, and surveys from ~$249/mo" (Muse Glimmer 30B, Digital adoption)
- "Prioritize ease-of-use for SMBs: Userpilot, UserGuiding (4.7/5), or Chameleon score higher on quick setup and support." (Grok 4.1 Fast, Digital adoption)
- "I'd recommend Userpilot as the top in-product onboarding and user guidance tool for a mid-sized B2B company" (Grok 4.1 Fast, Digital adoption)
- ""The best digital adoption platform for most SaaS onboarding teams is Userpilot for mid-market companies"" (Muse Glimmer 30B, Digital adoption)

## And against it

- "Avoid for Tight Budgets: ... Userpilot – Starts around $299/month, aimed at mid-market/enterprise." (Kimi K2, Client onboarding)
- "Avoid "Product-Led Growth" Onboarding Tools (e.g., Appcues, Userflow, Chameleon, Userpilot)" (Gemini 3.5 Flash, Digital adoption)
- "Good tool but pricey for small budgets" (DeepSeek V4 Flash, In-app messaging)
- "Userpilot: It is limited to in-app tooltips and requires manual setup and developer assistance." (Llama 4 Maverick, Client onboarding)

## Movement since September 2026

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

- Mobile apps: 0% to 5%, +4. New · not ranked in September 2026 · rank 9 of 117.
- Digital adoption and onboarding: 29% to 30%, −2. Inside the floor by 9 points · rank 1 of 45, unchanged.
- Interactive demo platforms: 0% to 2%, +2. New · not ranked in September 2026 · rank 8 of 50.
- In-app messaging and customer communications: 16% to 16%, −2. Inside the floor by 9 points · rank 2 → 3 of 105.
- Client onboarding platforms: 0% to 0%, ±0. New · not ranked in September 2026 · rank 22 of 104.
- Product analytics: 0% to 0%, ±0. Inside the floor by 11 points · rank 13 → 8 of 40.
- Customer success platforms: 0% to 0%, ±0. Inside the floor by 11 points · rank 24 → 15 of 49.

## In its own words

What Userpilot's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: a no-code product growth platform (https://userpilot.com/)
- For: Product, UX, and customer success teams (https://userpilot.com/)
- Price stated: lowPrice 299 highPrice 799 offerCount 3 (https://userpilot.com/)
- Starting price: 299 (https://userpilot.com/)
- Free plan or trial: Free Trial (https://userpilot.com/)
- Integrations claimed: 7 (https://userpilot.com/)
- Certifications: SOC 2 Type II, GDPR, HIPAA, SOC 2 Type 2
- Hosting: EU
- Customers named: Attention Insight, Osano, RecruitNow, Zoezi, Doppler, Relitix, Whale, Jiminny

## What it publishes

Every page userpilot.com exposes, read 2026-09-29: 1278 addresses. By kind, pages and the last 90 days:

- blog: 439 pages, 26 in the last 90 days, latest 2026-09-09
- case study: 63 pages, 1 in the last 90 days, latest 2026-07-24
- webinar or virtual event: 11 pages, 0 in the last 90 days, latest 2025-11-10
- conference or event: 66 pages, 0 in the last 90 days, latest 2023-12-11
- report or ebook: 4 pages, 0 in the last 90 days, latest undated
- comparison: 89 pages, 5 in the last 90 days, latest 2026-08-31
- template or tool: 18 pages, 1 in the last 90 days, latest 2026-07-30
- glossary or explainer: 13 pages, 0 in the last 90 days, latest 2026-06-29
- news or press: 1 pages, 0 in the last 90 days, latest 2025-12-28
- Recent: 2026-09-09 blog: Userpilot mcp https://userpilot.com/blog/userpilot-mcp
- Recent: 2026-09-03 blog: Meet userpilot ai lia https://userpilot.com/meet-userpilot-ai-lia
- Recent: 2026-09-03 blog: Ai user onboarding https://userpilot.com/blog/ai-user-onboarding
- Recent: 2026-09-03 blog: Transactional email software https://userpilot.com/blog/transactional-email-software
- Recent: 2026-08-31 comparison: Logrocket alternatives https://userpilot.com/blog/logrocket-alternatives
- Recent: 2026-08-29 blog: Tooltip examples saas https://userpilot.com/blog/tooltip-examples-saas

## 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.