| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Sales dialers and calling | Sales | 4% | 7 of 75 | 14% | 22 | accepted challenger | ▼−2Since September 2026: 7% → 5%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Sales coaching and training | Sales | 0% | 29 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. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Dialers | 7% | 5% | ▼−2Since September 2026: 7% → 5%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 5 → 7 of 75 |
| 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 35 → 29 of 124 |
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 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 2 | 1 | 0 | 1 | 4 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 0 | 3 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 0 | 2 |
| Kimi K2 | 1 | 1 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 2 | 1 | 1 | 4 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“An "AI Outbound Agent Workspace" rather than just a dialer... Best for: Growth-to-mid-market sales teams looking for heavy rep enablement” Gemini 3.5 Flash · Dialers · direct prompt · first choice
“A rapidly growing powerhouse that pairs a high-velocity parallel/power dialer with AI coaching and a "virtual salesfloor."” Gemini 3.5 Flash · Dialers · paraphrase prompt · first choice
“The market is shifting toward AI-powered parallel dialers like Nooks and Orum for high-velocity B2B sales” Kimi K2 · Dialers · comparative prompt · first choice
“If you're a high-volume SDR team wanting to triple calls per rep: Nooks or Orum (parallel dialing + AI coaching).” DeepSeek V4 Flash · Dialers · comparative 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.
“parallel\u2011focused tools (e.g., Nooks) excel at volume but lag in CRM\u2011first features like AI voice analytics and call\u2011disposition logging” GLM 4.7 FlashX · Dialers · negative prompt · soft negative
“like Orum or Nooks ... often costing thousands of dollars per seat annually with strict multi-user minimums” Gemini 3.5 Flash · Dialers · negative prompt · soft negative
“Orum and Nooks both document parallel-dialing modes, so scrutinize those modes—not the brands as a whole.” GPT-6 Luna · Dialers · 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 54 of the 54 answers that named Nooks and are not a share of its labels.
186 of the 202 domain citations in answers naming Nooks 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 | 186 | 18 | 2026-09-24 | Sales engagement, Sales enablement | |
| Conference or event | 50 | undated | |||
| Comparison | 16 | 5 | 2026-09-16 | Sales engagement | |
| Glossary or explainer | 11 | 3 | 2026-09-18 | Sales engagement | |
| Report or ebook | 10 | undated | |||
| News or press | 9 | undated | |||
| Case study | 2 | undated | |||
| Webinar or virtual event | 1 | undated | |||
| Template or tool | 1 | 1 | 2026-08-27 |
As the event pages on nooks.ai state them, read September 28, 2026.
Every page nooks.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. 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 Nooks's own pages state, read September 28, 2026: nooks.ai, nooks.ai/pricing, trust.nooks.ai, nooks.ai/categories/customer-stories. 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 Nooks'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 Nooks, 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 Nooks by email, built from the raw record of the edition. It shows: