| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Conversational intelligence and call recording | Sales | 41% | 1 of 91 | 4% | 52 | endorsed leader | ▼−10Since September 2026: 52% → 42%, −10 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Revenue intelligence and forecasting | Sales | 10% | 4 of 76 | 0% | 25 | accepted challenger | ▼−8Since September 2026: 20% → 12%, −8 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Sales coaching and training | Sales | 4% | 7 of 124 | 8% | 12 | accepted challenger | ▲+1Since September 2026: 4% → 4%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Value selling tools | Sales | 0% | 46 of 116 | 0% | 1 | under 10 labels · led by Minoa at 21% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Conversation intel | 52% | 42% | ▼−10Since September 2026: 52% → 42%, −10 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 1 of 91, unchanged |
| Revenue intel | 20% | 12% | ▼−8Since September 2026: 20% → 12%, −8 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 1 → 4 of 76 |
| Sales coaching | 4% | 4% | ▲+1Since September 2026: 4% → 4%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 7 of 124, unchanged |
| Value selling | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 46 of 116, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 4 | 3 | 2 | 1 | 10 |
| GPT-5.4 mini | 1 | 2 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 1 | 8 | 0 | 0 | 9 |
| Perplexity Sonar | 1 | 4 | 0 | 0 | 5 |
| Grok 4.1 Fast | 3 | 2 | 5 | 0 | 10 |
| Mistral Small | 2 | 3 | 0 | 1 | 6 |
| DeepSeek V4 Flash | 2 | 5 | 1 | 0 | 8 |
| Llama 4 Maverick | 1 | 1 | 5 | 0 | 7 |
| Qwen 3.7 Flash | 1 | 2 | 0 | 0 | 3 |
| Kimi K2 | 5 | 3 | 0 | 0 | 8 |
| GLM 4.7 FlashX | 2 | 5 | 1 | 1 | 9 |
| MiniMax M2.5 | 2 | 1 | 0 | 0 | 3 |
| GPT-6 Luna | 1 | 2 | 0 | 0 | 3 |
| Muse Glimmer 30B | 1 | 4 | 1 | 0 | 6 |
Verbatim evidence the judge attached to positive labels.
“The best conversation intelligence and call recording platform for a mid-market B2B company is likely to be Avoma, Grain, or other AI-native conversation intelligence tools.” Llama 4 Maverick · Conversation intel · direct prompt · first choice
“Avoma is the best AI sales coaching platform for mid-market teams that want accessible conversation intelligence, coaching workflows, and performance visibility” Claude Haiku 4.5 · Sales coaching · direct prompt · first choice
“Avoma and Insight7 are top choices due to their affordability, ease of use, and strong feature sets tailored to mid-market needs” Mistral Small · Conversation intel · direct prompt · first choice
“For most mid-market B2B companies, Avoma offers the best balance of features, pricing transparency, and scalability” Kimi K2 · Conversation intel · direct prompt · first choice
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.
“The headline price covers meeting transcription only, which may not align with broader needs.” Claude Haiku 4.5 · Conversation intel · negative prompt · soft negative
“AI scoring inconsistencies, steep curve without L&D support, limited enterprise depth” GLM 4.7 FlashX · Sales coaching · negative prompt · soft negative
“Affordable, good for SMBs transitioning to mid-market.” Mistral Small · Conversation intel · scale 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 229 of the 234 answers that named Avoma and are not a share of its labels.
594 of the 722 domain citations in answers naming Avoma 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 | 299 | 29 | 2026-09-15 | ||
| Comparison | 79 | 15 | 2026-09-18 | ||
| Glossary or explainer | 48 | undated | |||
| Podcast or video | 28 | undated | |||
| Conference or event | 6 | undated | |||
| Report or ebook | 3 | 0 | 2022-07-20 | ||
| Webinar or virtual event | 2 | undated | |||
| Case study | 1 | undated | |||
| News or press | 1 | undated |
Every page avoma.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 Avoma's own pages state, read September 28, 2026: avoma.com, avoma.com/pricing, trust.avoma.com, avoma.com/solutions/smbs, avoma.com/integrations. 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 Avoma'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 Avoma, 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 Avoma by email, built from the raw record of the edition. It shows:
AI models recommend Avoma first in Conversational intelligence and call recording this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.