| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| AI voice agents | Customer | 0% | 102 of 103 | 58% | 12 | 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 | 1 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 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.
“Known primarily for best-in-class voice synthesis rather than full contact-center orchestration.” Perplexity Sonar · AI voice agents · comparative prompt · alternative
“Choose ElevenLabs if voice quality is your differentiator.” GPT-5.4 mini · AI voice agents · comparative prompt · alternative
“choose ElevenLabs when branded voice quality is the priority” Muse Glimmer 30B · AI voice agents · comparative prompt · alternative
“ElevenLabs (best voice quality)” Claude Haiku 4.5 · AI voice agents · comparative 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 AI voice platforms that: Have been flagged by independent testing for weak anti-deepfake controls (e.g., ElevenLabs, Speechify, PlayHT, Lovo, Resemble AI, Descript).” GLM 4.7 FlashX · AI voice agents · negative prompt · hard negative
“flagged in reports for enabling deepfake scams/misuse” Grok 4.1 Fast · AI voice agents · negative prompt · hard negative
“four [ElevenLabs, Speechify, PlayHT, and Lovo] out of the six tools ... required it only to check a box to confirm it had the legal rights to clone the voice” Muse Glimmer 30B · AI voice agents · negative prompt · soft negative
“"API-First Only" Tools (e.g., Vapi, ElevenLabs): If you are not a developer, you should strictly avoid platforms that offer no visual builder” Qwen 3.7 Flash · AI voice agents · 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 24 of the 25 answers that named ElevenLabs and are not a share of its labels.
Seventy-nine of the seventy-nine domain citations in answers naming ElevenLabs came from somebody else's page.
Pages are listed as the models cited them.
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 | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 664 | 19 | 2026-10-02 | AI voice agents, CRM | |
| Webinar or virtual event | 99 | 73 | 2026-10-21 | AI voice agents | |
| Podcast or video | 36 | 2 | 2026-08-12 | ||
| Glossary or explainer | 24 | 16 | 2026-09-22 | ||
| Conference or event | 12 | 0 | 2026-06-01 | ||
| Comparison | 11 | 3 | 2026-09-16 | ||
| Report or ebook | 6 | undated | |||
| News or press | 6 | undated | |||
| Case study | 1 | undated | |||
| Template or tool | 1 | undated |
As the event pages on elevenlabs.io state them, read October 5, 2026.
Every page elevenlabs.io 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 October 5, 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.
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 ElevenLabs'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 ElevenLabs, 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 ElevenLabs by email, built from the raw record of the edition. It shows: