| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Conversational marketing platforms | Marketing | 0% | 26 of 87 | 14% | 7 | under 10 labels · led by Tidio at 13% | |
| Chatbots and conversational AI for support | Customer | 0% | 28 of 114 | 0% | 4 | under 10 labels · led by Intercom Fin AI Agent at 41% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 1 | 2 |
Verbatim evidence the judge attached to positive labels.
“Provides free options for building Facebook Messenger and WhatsApp bots without coding. Good for basic customer support automation.” Claude Haiku 4.5 · Support chatbots · budget prompt · alternative
“Specialized in Facebook Messenger and Instagram automation, perfect for giveaways and engagement campaigns.” GLM 4.7 FlashX · Conversational mktg · budget prompt · alternative
“no-code chatbot platform designed for small businesses and eCommerce brands looking for an affordable way” Claude Haiku 4.5 · Conversational mktg · budget prompt · alternative
“Best no-code chatbot option for small business/ecommerce: Chatfuel — described as affordable” Perplexity Sonar · Conversational mktg · 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.
“The dependence on Meta's platform means your customer data is subject to Meta's data practices and policy changes, which is a recurring privacy concern” Muse Glimmer 30B · Conversational mktg · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 31 of the 32 answers that named Chatfuel and are not a share of its labels.
120 of the 120 domain citations in answers naming Chatfuel came from somebody else's page.
Pages are listed as the models cited them.
First shown April 2025, as Digital Funda, verified. 2 more by other advertisers linking to it.
On Google's pages: 1
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 247 | 11 | 2026-09-23 | CRM | |
| Report or ebook | 42 | 0 | 2023-07-25 | ||
| Glossary or explainer | 42 | undated | |||
| Comparison | 32 | 8 | 2026-09-15 | ||
| Case study | 22 | undated | |||
| Template or tool | 1 | undated | |||
| News or press | 1 | undated |
Every page chatfuel.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.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Chatfuel's own pages state, read October 5, 2026: chatfuel.com, chatfuel.com/pricing, chatfuel.com/docs/security, chatfuel.com/features/wa-chatbot, chatfuel.com/blog/tag/customer-stories. A claimed page can correct any of them.
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 Chatfuel'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 Chatfuel, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Chatfuel by email, built from the raw record of the edition. It shows: