| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Lead routing and management | Sales | 14% | 3 of 111 | 6% | 16 | accepted challenger | ▲+8Since September 2026: 5% → 13%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Value selling tools | Sales | 8% | 6 of 116 | 0% | 9 | under 10 labels · led by Minoa at 21% | |
| CRM | Revenue operations | 5% | 3 of 64 | 16% | 61 | accepted challenger | ▼−7Since September 2026: 10% → 3%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Field sales tools | Sales | 4% | 7 of 94 | 0% | 10 | accepted challenger | |
| Conversational intelligence and call recording | Sales | 2% | 9 of 91 | 0% | 3 | under 10 labels · led by Avoma at 41% | newNew since September 2026: not ranked then, 2% now. |
| Partner relationship management | Partner and channel | 2% | 13 of 61 | 0% | 3 | under 10 labels · led by PartnerPortal.io at 22% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Revenue intelligence and forecasting | Sales | 2% | 13 of 76 | 0% | 3 | under 10 labels · led by Clari Copilot at 28% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| CPQ | Revenue operations | 2% | 9 of 66 | 0% | 2 | under 10 labels · led by DealHub at 57% | newNew since September 2026: not ranked then, 0% now. |
| Sales gamification | Sales | 0% | 20 of 64 | 0% | 5 | under 10 labels · led by Spinify at 31% | |
| Marketing automation and campaign management | Marketing | 0% | 58 of 59 | 75% | 4 | under 10 labels · led by HubSpot Marketing Hub at 63% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Sales enablement and content | Sales | 0% | 43 of 72 | 33% | 3 | 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. |
| Territory and quota planning | Revenue operations | 0% | 40 of 123 | 0% | 3 | under 10 labels · led by CaptivateIQ Planning at 36% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Sales dialers and calling | Sales | 0% | 50 of 75 | 0% | 2 | under 10 labels · led by CloudTalk at 22% | newNew since September 2026: not ranked then, 0% now. |
| Account-based marketing platforms | Marketing | 0% | 63 of 71 | 0% | 1 | under 10 labels · led by AdRoll ABM at 53% | |
| Customer data platforms | GTM data and infrastructure | 0% | 58 of 61 | 0% | 1 | under 10 labels · led by Segment at 49% | newNew since September 2026: not ranked then, 0% now. |
| Ecommerce marketing | Marketing | 0% | 64 of 115 | 0% | 1 | under 10 labels · led by HubSpot Marketing Hub at 38% | newNew since September 2026: not ranked then, 0% now. |
| Email deliverability and testing tools | Marketing | 0% | 80 of 110 | 0% | 1 | under 10 labels · led by GlockApps at 34% | |
| Sales intelligence and contact data | Sales | 0% | 28 of 52 | 0% | 1 | under 10 labels · led by Apollo.io at 73% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Lead routing | 5% | 13% | ▲+8Since September 2026: 5% → 13%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 6 → 3 of 111 |
| CRM | 10% | 3% | ▼−7Since September 2026: 10% → 3%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 3 of 64, unchanged |
| Value selling | 0% | 7% | newNew since September 2026: not ranked then, 7% now. | New this edition | Rank 6 of 116, unchanged |
| Field sales | 0% | 2% | newNew since September 2026: not ranked then, 2% now. | New this edition | Rank 7 of 94, unchanged |
| Conversation intel | 0% | 2% | newNew since September 2026: not ranked then, 2% now. | New this edition | Rank 9 of 91, unchanged |
| PRM | 0% | 2% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 20 → 13 of 61 |
| Territory planning | 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 17 → 40 of 123 |
| 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 49 → 13 of 76 |
| CPQ | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 9 of 66, unchanged |
| Sales gamification | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 20 of 64, unchanged |
| Marketing automation | 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 49 → 58 of 59 |
| 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 59 → 43 of 72 |
| Dialers | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 50 of 75, unchanged |
| ABM | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 63 of 71, unchanged |
| CDP | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 58 of 61, unchanged |
| Ecommerce marketing | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 64 of 115, unchanged |
| Email deliverability | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 80 of 110, unchanged |
| Sales intel | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 28 of 52, 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 | 2 | 5 | 0 | 0 | 7 |
| GPT-5.4 mini | 2 | 3 | 1 | 0 | 6 |
| Gemini 3.5 Flash | 1 | 3 | 1 | 1 | 6 |
| Perplexity Sonar | 1 | 6 | 0 | 1 | 8 |
| Grok 4.20 | 1 | 11 | 2 | 2 | 16 |
| Mistral Small | 2 | 5 | 1 | 2 | 10 |
| DeepSeek V4 Flash | 1 | 6 | 1 | 1 | 9 |
| Llama 4 Maverick | 1 | 1 | 1 | 1 | 4 |
| Qwen 3.7 Flash | 0 | 7 | 1 | 2 | 10 |
| Kimi K2 | 1 | 5 | 2 | 1 | 9 |
| GLM 4.7 FlashX | 0 | 8 | 3 | 2 | 13 |
| MiniMax M2.5 | 1 | 3 | 5 | 0 | 9 |
| GPT-6 Luna | 6 | 0 | 1 | 1 | 8 |
| Muse Glimmer 30B | 1 | 8 | 4 | 1 | 14 |
Verbatim evidence the judge attached to positive labels.
“Best for budget-conscious teams needing flexible routing... delivering enterprise-grade routing capabilities at small business pricing.” Claude Haiku 4.5 · Lead routing · budget prompt · first choice
“Offers native call recording, automatic transcription, and AI-powered insights ... a strong choice for budget-conscious businesses” Mistral Small · Conversation intel · budget prompt · first choice
“Zoho CRM is the best overall low-budget pick for a company that needs more than just basic contact management” Perplexity Sonar · PRM · budget prompt · first choice
“For the strongest overall budget value, I'd lean Zoho CRM because it has a low entry price” GPT-5.4 mini · Value selling · budget 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.
“Zoho CRM - due to issues with customer support and product testing, as well as data synchronization problems.” Llama 4 Maverick · Marketing automation · negative prompt · hard negative
“Avoid using standard CRMs (like basic Salesforce setups or generic CRMs like Pipedrive/Zoho without add-ons)” Qwen 3.7 Flash · Lead routing · negative prompt · hard negative
“Frequent complaints: Poor customer support... Avoid if: You need reliable, quick help or simple setup.” Grok 4.20 · Marketing automation · negative prompt · hard negative
“the cited review points to data synchronization issues and weaker support/product testing” Perplexity Sonar · Marketing automation · negative 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 332 of the 371 answers that named Zoho CRM and are not a share of its labels.
584 of the 639 domain citations in answers naming Zoho CRM 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.
What Zoho CRM's own pages state, read September 28, 2026: zoho.com/crm/tutorials, zoho.com/crm/customers, zoho.com/crm/sales-software, zoho.com/crm/zohocrm-pricing-free.html, zoho.com/googleworkspace/zoho-crm.html. 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 Zoho CRM'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 Zoho CRM, 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 Zoho CRM by email, built from the raw record of the edition. It shows:
Zoho CRM is among the products AI models recommend first in Lead routing and management 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.
Zoho CRM is among the products AI models recommend first in CRM 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.