Business password managers · Named, not rankedFirefox
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Firefox has 3.
Why models recommend it
No positive label carried a quote.
What gives them pause
“Built-in browser password managers (Chrome, Edge, Safari, Firefox) — Avoid for business use”DeepSeek V4 Flash · Negative question · warning
“Never rely on browser-based password managers for business credentials”MiniMax M2.5 · Negative question · warning
“Treat browser-integrated and device-maker first-party managers with caution for corporate secrets”Muse Glimmer 30B · Negative question · warning
Also on the shortlist
The products named in the same answers as Firefox, over the 6 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 6 | 4 | View → | |
| 6 | 0 | View → | |
| 6 | 0 | View → | |
| 6 | 0 | View → | |
| 5 | 3 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → | |
| 3 | 0 | View → | |
| 2 | 0 | View → | |
| 2 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Firefox's own site, not checked by Gane.
- For
- people on the internet
- Price stated
- 0 USD
- Starting price
- 0
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 6 of the 6 answers that named Firefox and are not a share of its labels.
Domains cited
Thirty-three of the thirty-three domain citations in answers naming Firefox 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 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 1 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| News or press | 44 | undated | |||
| Glossary or explainer | 14 | undated | |||
| Comparison | 12 | undated | |||
| Report or ebook | 4 | undated | |||
| Template or tool | 1 | undated |
How it is countedHide how it is counted
Every page firefox.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. Read September 29, 2026.