| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Conversational marketing platforms | Marketing | 4% | 8 of 87 | 0% | 8 | under 10 labels · led by Tidio at 13% | |
| Chatbots and conversational AI for support | Customer | 2% | 10 of 114 | 0% | 13 | accepted challenger | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Customer support and helpdesk | Customer | 0% | 42 of 55 | 100% | 1 | under 10 labels · led by Zendesk Support Suite at 31% | newNew since September 2026: not ranked then, 0% now. |
| In-app messaging and customer communications | Customer | 0% | 48 of 105 | 0% | 1 | under 10 labels · led by Intercom at 21% | newNew since September 2026: not ranked then, 0% now. |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 1 | 0 | 1 | 3 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| 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 | 1 | 2 | 0 | 0 | 3 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 3 | 0 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“Freshchat offers the best balance of: Affordable pricing, AI-powered lead qualification, Multichannel outreach, Scalability without enterprise complexity” MiniMax M2.5 · Conversational mktg · direct prompt · first choice
“Top Recommendation: Freshchat (by Freshworks) ... offers the best balance of capability, pricing, and ease of use” DeepSeek V4 Flash · Conversational mktg · direct prompt · first choice
“Best overall budget pick for a small support team: Freshdesk/Freshchat” GPT-5.4 mini · Support chatbots · budget prompt · first choice
“It's a solid middle-ground option — more capable than HubSpot's basic chatbot, less expensive than Drift or Qualified” Muse Glimmer 30B · Conversational mktg · paraphrase 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.
“similar concerns apply regarding support quality and platform stability” DeepSeek V4 Flash · Helpdesk · 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 51 of the 53 answers that named Freshchat and are not a share of its labels.
No domain is on file for Freshchat, so its own site is not marked.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 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.
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.
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 Freshchat'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 Freshchat, 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 Freshchat by email, built from the raw record of the edition. It shows: