| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Communications APIs | Developer platform | 2% | 8 of 71 | 0% | 7 | under 10 labels · led by Twilio at 43% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“Sendbird or Vonage if chat/messaging is central to your product” MiniMax M2.5 · CPaaS · direct prompt · first choice
“Sendbird is a communication API platform that you can use to add in-app messaging, voice and video call capabilities” Claude Haiku 4.5 · CPaaS · comparative prompt · alternative
“if your primary need is in-app messaging/chat, Sendbird may be better specialized” Kimi K2 · CPaaS · direct prompt · alternative
“if your product is more in-app chat / voice / video / support automation” Perplexity Sonar · CPaaS · direct 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 21 of the 21 answers that named Sendbird and are not a share of its labels.
Ninety of the 100 domain citations in answers naming Sendbird 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 | 652 | 0 | 2026-03-31 | ||
| Report or ebook | 215 | undated | |||
| Glossary or explainer | 182 | 0 | 2025-06-05 | ||
| Webinar or virtual event | 67 | 0 | 2025-10-27 | ||
| Comparison | 54 | 0 | 2026-03-23 | ||
| Conference or event | 27 | 0 | 2025-10-01 | ||
| News or press | 10 | undated | |||
| Case study | 7 | undated | |||
| Podcast or video | 7 | 0 | 2026-03-09 | ||
| Template or tool | 1 | undated |
As the event pages on sendbird.com state them, read September 28, 2026.
Every page sendbird.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 Sendbird's own pages state, read September 28, 2026: sendbird.com, sendbird.com/pricing/chat, trust.sendbird.com, sendbird.com/solutions/operations, sendbird.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 Sendbird'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 Sendbird, 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 Sendbird by email, built from the raw record of the edition. It shows: