2 categories · Named, not rankedConvin
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Contact center quality assurance | Customer | 0% | 23 of 81 | 0% | 7 | under 10 labels · led by EvaluAgent at 28% | |
| Conversational intelligence and call recording | Sales | 0% | 58 of 91 | 0% | 1 | under 10 labels · led by Avoma at 41% | newNew since September 2026: not ranked then, 0% now. |
Movement
By model
How each model treated Convin across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 3 | 0 | 4 |
| 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 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“ideal for mid-market teams wanting automated QA plus coaching” Claude Haiku 4.5 · Contact center QA · direct prompt · alternative
“QA workflow depth → Scorebuddy or Convin” Perplexity Sonar · Contact center QA · comparative prompt · alternative
And against it
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.
Named alongside
The products named in the same answers as Convin, over the 17 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Convin was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 17 of the 17 answers that named Convin and are not a share of its labels.
Domains cited
Eighty-three of the eighty-three domain citations in answers naming Convin came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
What it publishes
ShowHide
What it publishes
ShowHide| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 4,595 | 10 | 2026-09-06 | CRM | |
| Glossary or explainer | 729 | 0 | 2024-10-25 | CRM | |
| Comparison | 121 | 2 | 2026-07-24 | AI voice agents | |
| Podcast or video | 102 | undated | |||
| News or press | 28 | undated | |||
| Report or ebook | 23 | 0 | 2026-03-01 | ||
| Case study | 20 | 0 | 2025-09-09 | ||
| Template or tool | 20 | 1 | 2026-09-23 | ||
| Conference or event | 4 | 0 | 2025-05-06 | ||
| Webinar or virtual event | 2 | undated |
Most recent
- 2026-09-23Electricians answering checklist multi location ops template or tool
- 2026-09-06Cpaas ai sales agent blog
- 2026-07-31Bancassurance ai insurance sales blog
- 2026-07-31Loan disbursement process why delays happen blog
- 2026-07-31Omnichannel communication ai blog
- 2026-07-31Sales automation platforms blog
How it is countedHide how it is counted
Every page convin.ai 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. Of its titles that name a category, most name CRM (37); 0 name its categories the models place it in. 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.
Follow Convin
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.
The company
Convin is its own company.ShowHide
The company
In its own words
Stated by the vendor, not checked- Positioning
- AI-powered calls, texts, and website responses built for US home service businesses. Capture leads instantly. Convert them into jobs automatically.
- For
- US home service businesses
- Price stated
- Early Stage Program with 25% off for life convin.ai
- Free plan or trial
- Quality Management Software FREE convin.ai/pricing
- Customers named
- Kotak LifeTrayaFyersVyaparPhysics WallahBombay Shirt Company
- Not stated on the pages read
- Starting price, integrations, certifications, hosting
What Convin's own pages state, read October 5, 2026: convin.ai, convin.ai/pricing, convin.ai/security, convin.ai/product/ai-collections, convin.ai/integrations. A claimed page can correct any of them.
Claim this page
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 Convin'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 Convin, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Convin by email, built from the raw record of the edition. It shows:
- where Convin is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Convin, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.