| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Community platforms | Customer | 2% | 7 of 74 | 27% | 11 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.1 Fast | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“Start with Facebook Groups or Discord to test community interest and engagement before investing in a paid platform.” GLM 4.7 FlashX · Community · budget prompt · first choice
“free or near-free option like Discord or Facebook Groups ... weaker for branding, customer support workflows” GPT-5.4 mini · Community · budget prompt · alternative
“Completely free and familiar to most users... though moderation can be more challenging.” Claude Haiku 4.5 · Community · budget prompt · alternative
“Start with a free Discord or Facebook Group to validate demand” DeepSeek V4 Flash · Community · budget prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“AVOID for Business Communities... never build a business-critical community here.” Kimi K2 · Community · negative prompt · hard negative
“they come with platform lock-in, limited control over the experience, and weak ownership of member data” Perplexity Sonar · Community · negative prompt · soft negative
“Limitations: No data ownership, limited branding, poor monetization, algorithm-dependent” Qwen 3.7 Flash · Community · budget prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 7 of the 32 answers that named Facebook Groups and are not a share of its labels.
Forty-four of the forty-four domain citations in answers naming Facebook Groups came from somebody else's page.
Pages are listed as the models cited them.
From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · Crunchbase
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Facebook Groups's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Facebook Groups, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at facebook.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.