Userpilot is a no-code product growth platform for product, UX, and customer success teams · userpilot.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
UserGuiding is first at 34%.
Ranked first, contested: Whatfix has 13%. 6 of 14 models made it the first choice when asked directly.
Whatfix is first at 40%.
“Userpilot (for product-led growth) or Intercom (for combined support + messaging) are the strongest picks”DeepSeek V4 Flash · Direct question · first choice
“Userpilot is the top recommendation due to its balance of ease of use, customization, and scalability”Mistral Small · Paraphrase question · first choice
“For most mid-market B2B SaaS companies, Userpilot is the strongest all-around pick”DeepSeek V4 Flash · Direct question · first choice
“Userpilot is arguably the strongest recommendation for a mid-sized B2B company today.”Qwen 3.7 Flash · Paraphrase question · first choice
“criticized in Reddit/UX discussions for overemphasizing metrics/tracking ... Can feel analytics-heavy rather than guidance-focused”Grok 4.20 · Negative question · warning
“Not a project‑management solution; less suited for multi‑week implementation workflows”GLM 4.7 FlashX · Direct question · warning
“$249/month starting price; verify you need all features before committing”Kimi K2 · Negative question · warning
“though Userpilot starts at $299/mo, which might be too high for "limited"”DeepSeek V4 Flash · Budget-constrained question · warning
The products named in the same answers as Userpilot, over the 265 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 178 | 17 | Compare → | |
| 167 | 7 | Compare → | |
| 103 | 23 | View → | |
| 100 | 20 | Compare → | |
| 72 | 20 | Compare → | |
| 70 | 27 | Compare → | |
| 64 | 6 | Compare → | |
| 51 | 10 | Compare → | |
| 46 | 8 | Compare → | |
| 38 | 8 | View → |
What the models named instead of Userpilot →
A side-by-side page exists where both products are among a category's top eight.
Stated on Userpilot's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 247 of the 265 answers that named Userpilot and are not a share of its labels.
447 of the 619 domain citations in answers naming Userpilot came from a third party's page. Forty-three were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 3 | 1 | 0 | 4 |
| GPT-5.4 mini | 1 | 1 | 1 | 1 | 4 |
| Gemini 3.5 Flash | 2 | 4 | 2 | 0 | 8 |
| Perplexity Sonar | 3 | 3 | 4 | 0 | 10 |
| Grok 4.20 | 2 | 7 | 3 | 1 | 13 |
| Mistral Small | 1 | 1 | 5 | 0 | 7 |
| DeepSeek V4 Flash | 4 | 2 | 2 | 1 | 9 |
| Llama 4 Maverick | 1 | 4 | 4 | 0 | 9 |
| Qwen 3.7 Flash | 1 | 3 | 1 | 0 | 5 |
| Kimi K2 | 3 | 3 | 1 | 1 | 8 |
| GLM 4.7 FlashX | 2 | 0 | 1 | 1 | 4 |
| MiniMax M2.5 | 1 | 5 | 1 | 0 | 7 |
| GPT-6 Luna | 3 | 1 | 0 | 0 | 4 |
| Muse Glimmer 30B | 1 | 7 | 4 | 0 | 12 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 439 | 26 | 2026-09-09 | ||
| Comparison | 89 | 5 | 2026-08-31 | ||
| Conference or event | 66 | 0 | 2023-12-11 | ||
| Case study | 63 | 1 | 2026-07-24 | ||
| Template or tool | 18 | 1 | 2026-07-30 | ||
| Glossary or explainer | 13 | 0 | 2026-06-29 | ||
| Webinar or virtual event | 11 | 0 | 2025-11-10 | ||
| Report or ebook | 4 | undated | |||
| News or press | 1 | 0 | 2025-12-28 |
Every page userpilot.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.