| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Sales dialers and calling | Sales | 22% | 1 of 75 | 3% | 32 | accepted challenger | ▲+7Since September 2026: 16% → 23%, +7 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| AI voice agents | Customer | 19% | 2 of 103 | 8% | 24 | accepted challenger | |
| Contact center platforms | Customer | 12% | 3 of 86 | 4% | 27 | accepted challenger | |
| Contact center quality assurance | Customer | 4% | 5 of 81 | 0% | 15 | accepted challenger | |
| Call tracking platforms | Marketing | 0% | 34 of 63 | 40% | 15 | criticized challenger | |
| Conversational intelligence and call recording | Sales | 0% | 13 of 91 | 0% | 12 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Sales coaching and training | Sales | 0% | 33 of 124 | 0% | 3 | under 10 labels · led by MindTickle at 24% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Conversational marketing platforms | Marketing | 0% | 45 of 87 | 0% | 2 | under 10 labels · led by Tidio at 13% | |
| Sales enablement and content | Sales | 0% | 27 of 72 | 0% | 2 | under 10 labels · led by HubSpot Sales Hub at 29% | newNew since September 2026: not ranked then, 0% now. |
| Chatbots and conversational AI for support | Customer | 0% | 77 of 114 | 0% | 1 | under 10 labels · led by Intercom Fin AI Agent at 41% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Customer data platforms | GTM data and infrastructure | 0% | 46 of 61 | 0% | 1 | under 10 labels · led by Segment at 49% | newNew since September 2026: not ranked then, 0% now. |
| SMS and WhatsApp marketing platforms | Marketing | 0% | 68 of 111 | 0% | 1 | under 10 labels · led by Customer.io at 17% | |
| Value selling tools | Sales | 0% | 49 of 116 | 0% | 1 | under 10 labels · led by Minoa at 21% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| AI voice agents | 0% | 20% | newNew since September 2026: not ranked then, 20% now. | New this edition | Rank 2 of 103, unchanged |
| Contact center | 0% | 12% | newNew since September 2026: not ranked then, 12% now. | New this edition | Rank 3 of 86, unchanged |
| Dialers | 16% | 23% | ▲+7Since September 2026: 16% → 23%, +7 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 2 → 1 of 75 |
| Contact center QA | 0% | 2% | newNew since September 2026: not ranked then, 2% now. | New this edition | Rank 5 of 81, unchanged |
| Call tracking | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 34 of 63, unchanged |
| Conversation 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 12 → 13 of 91 |
| Sales coaching | 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 63 → 33 of 124 |
| Conversational mktg | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 45 of 87, unchanged |
| Sales enablement | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 27 of 72, unchanged |
| Support chatbots | 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 63 → 77 of 114 |
| CDP | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 46 of 61, unchanged |
| SMS & WhatsApp | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 68 of 111, unchanged |
| Value selling | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 49 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 | 3 | 3 | 2 | 0 | 8 |
| GPT-5.4 mini | 2 | 1 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 4 | 0 | 0 | 4 |
| Perplexity Sonar | 6 | 3 | 2 | 1 | 12 |
| Grok 4.1 Fast | 2 | 9 | 7 | 1 | 19 |
| Mistral Small | 1 | 2 | 0 | 1 | 4 |
| DeepSeek V4 Flash | 1 | 9 | 1 | 1 | 12 |
| Llama 4 Maverick | 3 | 5 | 9 | 0 | 17 |
| Qwen 3.7 Flash | 4 | 0 | 3 | 0 | 7 |
| Kimi K2 | 5 | 3 | 3 | 1 | 12 |
| GLM 4.7 FlashX | 2 | 7 | 4 | 1 | 14 |
| MiniMax M2.5 | 2 | 5 | 3 | 2 | 12 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 4 | 2 | 4 | 2 | 12 |
Verbatim evidence the judge attached to positive labels.
“CloudTalk is called an "ideal voice agent solution for SMBs and mid-market sales teams that need an all-in-one platform for sales calls, follow-ups, and analytics"” Muse Glimmer 30B · AI voice agents · direct prompt · first choice
“CloudTalk is a cloud-based contact center platform built for mid-market sales and support teams that manage high call volumes without adding overhead.” Llama 4 Maverick · Contact center · direct prompt · first choice
“CloudTalk is recommended as the best overall contact center software for mid-market sales & support teams needing AI and CRM depth” Claude Haiku 4.5 · Contact center · direct prompt · first choice
“CloudTalk is the safest default pick for a mid-market B2B team focused on outbound dialing efficiency and CRM integration.” GPT-5.4 mini · Dialers · 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.
“"What I'd avoid for predictable cost at scale- Aircall, JustCall, CloudTalk, RingCentral"” Muse Glimmer 30B · Dialers · negative prompt · hard negative
“Call-quality and dropped-call complaints” Muse Glimmer 30B · Call tracking · negative prompt · hard negative
“CloudTalk – ⚠️ Moderate Caution ... Recurring complaints about slow response times for urgent technical matters” Kimi K2 · Contact center · negative prompt · soft negative
“Billing disputes and auto-renewal complaints on Trustpilot ... not for standalone AI voice agent use.” DeepSeek V4 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 358 of the 358 answers that named CloudTalk and are not a share of its labels.
867 of the 1,163 domain citations in answers naming CloudTalk 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 | 2,159 | undated | CRM, Dialers | ||
| Comparison | 324 | undated | |||
| Case study | 99 | undated | |||
| Glossary or explainer | 66 | undated | Dialers | ||
| Podcast or video | 30 | undated | |||
| Report or ebook | 29 | undated | |||
| Webinar or virtual event | 21 | undated | |||
| Conference or event | 12 | 1 | 2026-07-16 | ||
| Template or tool | 11 | 0 | 2026-04-08 |
Every page cloudtalk.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. Of its titles that name a category, most name CRM (24); 4 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 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 CloudTalk's own pages state, read September 28, 2026: cloudtalk.io, cloudtalk.io/pricing, trust.cloudtalk.io, cloudtalk.io/customer-stories, cloudtalk.io/partners. 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 CloudTalk'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 CloudTalk, 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 CloudTalk by email, built from the raw record of the edition. It shows:
AI models recommend CloudTalk first in Sales dialers and calling 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.
CloudTalk is among the products AI models recommend first in AI voice agents 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.
CloudTalk is among the products AI models recommend first in Contact center platforms 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.