Knowledge base and self-service · RankedProductLift
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Notion is first at 28%.
Document360 is first at 24%. 0 of 14 models made it the first choice when asked directly.
Zendesk Guide is first at 18%.
Why models recommend it
“ProductLift, which bundles a knowledge base with feedback, roadmap, and changelog tools”Llama 4 Maverick · Comparative question · alternative
“Guru or ProductLift are excellent value for money”Mistral Small · Budget-constrained question · alternative
“For an all-in-one solution, consider ProductLift.”Mistral Small · Direct question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as ProductLift, over the 20 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 14 | 5 | View → | |
| 12 | 1 | View → | |
| 10 | 1 | View → | |
| 10 | 1 | View → | |
| 9 | 3 | View → | |
| 9 | 1 | View → | |
| 8 | 2 | View → | |
| 7 | 1 | View → | |
| 7 | 0 | View → | |
| 7 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
How this is measured
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 →Sources returned with these answers
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 20 of the 20 answers that named ProductLift and are not a share of its labels.
Domains cited
Fifty-six of the seventy-six domain citations in answers naming ProductLift came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 1 | 2 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Glossary or explainer | 140 | 0 | 2026-03-05 | ||
| Comparison | 88 | 0 | 2026-03-21 | ||
| Blog | 63 | 0 | 2026-05-06 | Knowledge base | |
| Template or tool | 23 | undated | |||
| News or press | 12 | 0 | 2024-05-14 | ||
| Report or ebook | 7 | 0 | 2024-03-05 | ||
| Conference or event | 1 | 0 | 2026-04-02 |
Most recent
- 2026-05-06Add changelog roadmap shopify blog
- 2026-05-02Add changelog roadmap woocommerce blog
- 2026-04-27Add changelog roadmap elementor blog
- 2026-04-22Add changelog roadmap divi avada blog
- 2026-04-17Add changelog roadmap webflow blog
- 2026-04-12Add changelog roadmap wix blog
How it is countedHide how it is counted
Every page productlift.dev 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.