| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Conversational intelligence and call recording | Sales | 0% | 14 of 91 | 36% | 47 | criticized challenger | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Sales coaching and training | Sales | 0% | 21 of 124 | 20% | 20 | accepted challenger | ▼−4Since September 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Revenue intelligence and forecasting | Sales | 0% | 71 of 76 | 40% | 15 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Value selling tools | Sales | 0% | 105 of 116 | 40% | 5 | under 10 labels · led by Minoa at 21% | |
| Sales engagement platforms | Sales | 0% | 32 of 66 | 0% | 2 | under 10 labels · led by Apollo.io at 35% | newNew since September 2026: not ranked then, 0% now. |
| Competitive intelligence tools | Marketing | 0% | 56 of 86 | 0% | 1 | under 10 labels · led by Kompyte at 38% | |
| Customer intelligence and data science | GTM data and infrastructure | 0% | 55 of 142 | 0% | 1 | under 10 labels · led by Amplitude at 18% | newNew since September 2026: not ranked then, 0% now. |
| Market intelligence platforms | GTM data and infrastructure | 0% | 90 of 172 | 0% | 1 | under 10 labels · led by Apollo.io at 17% | |
| Sales enablement and content | Sales | 0% | 48 of 72 | 0% | 1 | under 10 labels · led by HubSpot Sales Hub at 29% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Sales gamification | Sales | 0% | 64 of 64 | 100% | 1 | under 10 labels · led by Spinify at 31% | |
| Territory and quota planning | Revenue operations | 0% | 56 of 123 | 0% | 1 | under 10 labels · led by CaptivateIQ Planning at 36% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Sales coaching | 4% | 0% | ▼−4Since September 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 6 → 21 of 124 |
| Conversation intel | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 6 → 14 of 91 |
| Revenue intel | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 26 → 71 of 76 |
| Value selling | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 105 of 116, unchanged |
| Sales engagement | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 32 of 66, unchanged |
| Competitive intel | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 56 of 86, unchanged |
| Customer intel | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 55 of 142, unchanged |
| Market intelligence | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 90 of 172, unchanged |
| Sales enablement | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 40 → 48 of 72 |
| Sales gamification | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 64 of 64, unchanged |
| Territory planning | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 56 of 123, 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 | 0 | 2 | 1 | 1 | 4 |
| GPT-5.4 mini | 0 | 3 | 0 | 1 | 4 |
| Gemini 3.5 Flash | 0 | 2 | 4 | 3 | 9 |
| Perplexity Sonar | 0 | 2 | 0 | 1 | 3 |
| Grok 4.1 Fast | 0 | 5 | 2 | 1 | 8 |
| Mistral Small | 0 | 5 | 2 | 3 | 10 |
| DeepSeek V4 Flash | 0 | 3 | 2 | 4 | 9 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 6 | 4 | 1 | 11 |
| Kimi K2 | 0 | 3 | 1 | 4 | 8 |
| GLM 4.7 FlashX | 0 | 4 | 4 | 3 | 11 |
| MiniMax M2.5 | 0 | 4 | 3 | 2 | 9 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 6 | 8 |
Verbatim evidence the judge attached to positive labels.
“Meeting-centric platform aimed at mid-market and enterprise revenue teams, so it is strong on deal and pipeline analytics and weak on phone calls placed through a VoIP dialler.” Muse Glimmer 30B · Conversation intel · comparative prompt · alternative
“Adds “GTM Context Graph” – ties call moments to deal context ... Strong for enterprise teams needing integrated deal intelligence.” GLM 4.7 FlashX · Sales coaching · comparative prompt · alternative
“Chorus by ZoomInfo excels with GTM Context Graph and conversation intelligence, best suited for enterprise revenue teams” Claude Haiku 4.5 · Sales coaching · comparative prompt · alternative
“best if your company already uses ZoomInfo heavily and you want conversation intelligence tied to contact/company data” GPT-5.4 mini · Conversation intel · paraphrase 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.
“ZoomInfo contracts are notorious for automatic multi-year renewals ... do not sign until you get the exact exit, cancellation, and non-auto-renewal clauses in writing” Gemini 3.5 Flash · Revenue intel · negative prompt · hard negative
“"Technological stagnation: Widely described as 'has not innovated at all since 2022' following ZoomInfo acquisition"; "Poor product reputation"; "very poor product"}” Muse Glimmer 30B · Sales coaching · negative prompt · hard negative
“you should immediately bypass enterprise-level conversation intelligence (CI) giants like Gong and Chorus by ZoomInfo” Gemini 3.5 Flash · Conversation intel · budget prompt · hard negative
“not leaderboard/competition platforms. Different category entirely.” Kimi K2 · Sales gamification · paraphrase prompt · hard negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 239 of the 266 answers that named Chorus by ZoomInfo and are not a share of its labels.
642 of the 763 domain citations in answers naming Chorus by ZoomInfo 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.
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.
Fetched September 14, 2026, with a correction applied. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn · Crunchbase
What Chorus by ZoomInfo's own pages state, read September 28, 2026: zoominfo.com, trust.zoominfo.com. 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 Chorus by ZoomInfo'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 Chorus by ZoomInfo, 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 Chorus by ZoomInfo by email, built from the raw record of the edition. It shows: