| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Knowledge base and self-service | Customer | 17% | 2 of 88 | 2% | 42 | accepted challenger | =heldSince September 2026: 14% → 14%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Customer education and LMS | Customer | 0% | 46 of 86 | 0% | 1 | under 10 labels · led by LearnUpon at 26% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Knowledge base | 14% | 14% | =heldSince September 2026: 14% → 14%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 2 of 88, unchanged |
| Customer education | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 46 of 86, 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 | 1 | 1 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 2 | 0 | 1 | 3 |
| Gemini 3.5 Flash | 2 | 2 | 0 | 0 | 4 |
| Perplexity Sonar | 0 | 1 | 2 | 0 | 3 |
| Grok 4.20 | 1 | 2 | 0 | 0 | 3 |
| Mistral Small | 1 | 0 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 1 | 1 | 0 | 3 |
| Llama 4 Maverick | 0 | 2 | 2 | 0 | 4 |
| Qwen 3.7 Flash | 2 | 1 | 1 | 0 | 4 |
| Kimi K2 | 0 | 2 | 1 | 0 | 3 |
| GLM 4.7 FlashX | 1 | 1 | 1 | 0 | 3 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 2 | 1 | 0 | 0 | 3 |
| Muse Glimmer 30B | 1 | 2 | 1 | 0 | 4 |
Verbatim evidence the judge attached to positive labels.
“Often cited as the best dedicated KB tool for mid-market B2B... Choose Document360 if you want a dedicated, professional knowledge base that scales well” Qwen 3.7 Flash · Knowledge base · direct prompt · first choice
“Best Dedicated, Standalone Help Center: Document360 ... is the industry standard for mid-sized B2B companies.” Gemini 3.5 Flash · Knowledge base · paraphrase prompt · first choice
“Highly rated for mid-market companies (25 to 500 people)... frequently cited as a top choice for B2B use cases.” Mistral Small · Knowledge base · direct prompt · first choice
“Best for customer-facing KBs at mid-market companies that want deep workflow and analytics features” Claude Haiku 4.5 · Knowledge base · 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.
“these tend to be pricier or trial-based rather than truly budget-friendly” GPT-5.4 mini · Knowledge base · budget 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 105 of the 114 answers that named Document360 and are not a share of its labels.
298 of the 330 domain citations in answers naming Document360 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 | 678 | 15 | 2026-09-23 | ||
| Webinar or virtual event | 93 | 11 | 2026-09-15 | ||
| Case study | 68 | 4 | 2026-09-24 | ||
| Glossary or explainer | 60 | 0 | 2026-03-28 | ||
| Comparison | 53 | 1 | 2026-09-28 | ||
| Conference or event | 9 | 2 | 2026-07-06 | ||
| Report or ebook | 8 | 0 | 2025-01-28 | ||
| Template or tool | 2 | 1 | 2026-07-03 | ||
| Podcast or video | 1 | 0 | 2020-05-15 |
As the event pages on document360.com state them, read September 28, 2026.
Every page document360.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 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 Document360's own pages state, read September 28, 2026: document360.com, document360.com/pricing, document360.com/security, document360.com/features, document360.com/customers. 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 Document360'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 Document360, 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 Document360 by email, built from the raw record of the edition. It shows:
Document360 is among the products AI models recommend first in Knowledge base and self-service 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.