| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Sales enablement and content | Sales | 2% | 11 of 72 | 14% | 7 | under 10 labels · led by HubSpot Sales Hub at 29% | ▼−1Since September 2026: 4% → 2%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Knowledge base and self-service | Customer | 2% | 12 of 88 | 7% | 28 | accepted challenger | ▼−2Since September 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Customer education and LMS | Customer | 0% | 51 of 86 | 0% | 1 | under 10 labels · led by LearnUpon at 26% | newNew since September 2026: not ranked then, 0% now. |
| Digital sales rooms | Sales | 0% | 53 of 73 | 0% | 1 | under 10 labels · led by Dock at 29% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Knowledge base | 4% | 2% | ▼−2Since September 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 7 → 12 of 88 |
| Sales enablement | 4% | 2% | ▼−1Since September 2026: 4% → 2%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 10 → 11 of 72 |
| Customer education | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 51 of 86, unchanged |
| Sales rooms | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 53 of 73, 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 | 1 | 0 | 1 | 2 |
| GPT-5.4 mini | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 1 | 2 | 0 | 0 | 3 |
| Perplexity Sonar | 0 | 0 | 1 | 1 | 2 |
| Grok 4.20 | 0 | 1 | 3 | 0 | 4 |
| Mistral Small | 1 | 0 | 3 | 0 | 4 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 3 | 0 | 3 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 3 | 1 | 0 | 4 |
| MiniMax M2.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 3 | 1 | 0 | 4 |
Verbatim evidence the judge attached to positive labels.
“Guru is widely considered the gold standard for mid-market B2B teams — Best Overall for Sales & Support Enablement” Gemini 3.5 Flash · Knowledge base · direct prompt · first choice
“Dock and HubSpot Sales Hub + Guru are particularly strong choices for small budgets” Mistral Small · Sales enablement · budget prompt · first choice
“For small support/sales teams that want verified answers inside Slack, Guru\u2019s free 3-user tier is a good start.” Muse Glimmer 30B · Knowledge base · budget prompt · alternative
“Choose Guru if: Your priority is verified internal knowledge surfaced directly in Slack/Teams” GLM 4.7 FlashX · Knowledge base · 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.
“also described as internal-only, so it is a poor choice if your main goal is a public-facing help center” Perplexity Sonar · Knowledge base · negative prompt · soft negative
“Users report frustration with its search accuracy and content discoverability” Claude Haiku 4.5 · Sales enablement · negative prompt · soft negative
“Search complaints: Returns "too many near-identical cards"” Kimi K2 · Knowledge base · 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 100 of the 112 answers that named Guru and are not a share of its labels.
273 of the 273 domain citations in answers naming Guru 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 | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Comparison | 570 | undated | |||
| Blog | 428 | 0 | 2026-06-25 | SEO | |
| Template or tool | 97 | undated | |||
| Case study | 43 | 1 | 2026-08-14 | ||
| Webinar or virtual event | 12 | undated | |||
| Conference or event | 7 | undated | |||
| Glossary or explainer | 5 | undated | |||
| Report or ebook | 2 | undated | |||
| News or press | 2 | undated |
Every page getguru.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 October 5, 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.
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 Guru'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 Guru, 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 Guru by email, built from the raw record of the edition. It shows: