| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Enterprise AI assistants | Data platform | 2% | 17 of 145 | 0% | 1 | under 10 labels · led by ChatGPT at 25% | |
| AI IT support agents | IT operations and endpoint | 0% | 38 of 121 | 0% | 4 | under 10 labels · led by Freshservice with Freddy AI at 11% | |
| Communications APIs | Developer platform | 0% | 45 of 71 | 0% | 1 | under 10 labels · led by Twilio at 43% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| 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 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 1 | 0 | 0 | 0 | 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 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 2 | 0 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Top Pick: Tidio (Lyro AI)” DeepSeek V4 Flash · Enterprise AI · budget prompt · first choice
“benefit most from platforms like AiSensy, Tidio or SendPulse where free plans or sub-$50 monthly pricing provide professional automation” Muse Glimmer 30B · CPaaS · budget prompt · alternative
“Best for: Companies wanting a simple, all-in-one customer support platform” GLM 4.7 FlashX · AI IT agents · budget prompt · alternative
“Tidio – Strong affordable option for chat-based support” MiniMax M2.5 · AI IT agents · 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.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 33 of the 34 answers that named Tidio and are not a share of its labels.
Ninety-two of the ninety-two domain citations in answers naming Tidio came from somebody else's page.
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.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 438 | undated | |||
| Case study | 70 | undated | |||
| Comparison | 64 | undated | |||
| Report or ebook | 16 | undated | |||
| Template or tool | 6 | undated | |||
| News or press | 3 | undated | |||
| Glossary or explainer | 2 | undated | |||
| Webinar or virtual event | 1 | undated |
Every page tidio.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. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. 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 Tidio's own pages state, read September 28, 2026: tidio.com, tidio.com/pricing, trust.tidio.com, tidio.com/features, tidio.com/customers. 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 Tidio'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 Tidio, 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 Tidio by email, built from the raw record of the edition. It shows: