The standing depends on who is buying. Every model is asked the same questions for each company size.
Microsoft Edge for Business is first at 31%.
Microsoft Edge for Business is first at 39%. 0 of 14 models made it the first choice when asked directly.
Chrome Enterprise is first at 38%.
“Mozilla is positioning this as a sovereignty-focused alternative—deployable on-premises, with customer-controlled data and policies”Kimi K2 · Negative question · first choice
“Firefox for Enterprise (free) provide solid security without additional cost”Claude Haiku 4.5 · Budget-constrained question · first choice
“For absolute zero spend and privacy focus, Firefox for Enterprise can be managed centrally for free, though you will need third-party add-ons”Muse Glimmer 30B · Budget-constrained question · alternative
“Firefox ESR remains a legitimate choice where long-support cadence and deliberate governance outweigh mainstream enterprise standardization.”Muse Glimmer 30B · Comparative question · alternative
“Avoid or be cautious with Brave and Firefox ESR for enterprise use.”Mistral Small · Negative question · warning
“Brave, Tor, and standard Firefox can improve privacy, but privacy features do not substitute for corporate DLP, identity controls, auditing, or session-level policy enforcement.”Perplexity Sonar · Negative question · warning
“smaller ecosystem and fewer pre-built integrations than Chrome or Edge”GLM 4.7 FlashX · Paraphrase question · warning
“advanced enterprise security features may be more limited”Perplexity Sonar · Budget-constrained question · warning
The products named in the same answers as Firefox for Enterprise, over the 52 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 38 | 21 | Compare → | |
| 36 | 22 | Compare → | |
| 30 | 3 | Compare → | |
| 20 | 0 | View → | |
| 13 | 8 | Compare → | |
| 12 | 0 | Compare → | |
| 11 | 0 | View → | |
| 9 | 1 | View → | |
| 9 | 0 | View → | |
| 8 | 0 | Compare → |
What the models named instead of Firefox for Enterprise →
A side-by-side page exists where both products are among a category's top eight.
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 47 of the 52 answers that named Firefox for Enterprise and are not a share of its labels.
180 of the 195 domain citations in answers naming Firefox for Enterprise came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 1 | 0 | 3 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 1 | 2 | 3 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 1 | 0 | 1 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 3 | 1 | 1 | 5 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 0 | 0 | 2 |
| 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 |
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.