| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Entity management | Equity and corporate | 41% | 1 of 81 | 18% | 57 | endorsed leader | ▲+20Since September 2026: 18% → 38%, +20 points. Past the 10-point floor: movement. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Entity management | 18% | 38% | ▲+20Since September 2026: 18% → 38%, +20 points. Past the 10-point floor: movement. Read over the models both editions asked. | Moved past the floor | Rank 1 of 81, 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 10 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 | 1 | 0 | 0 | 3 |
| GPT-5.4 mini | 1 | 1 | 1 | 0 | 3 |
| Gemini 3.5 Flash | 4 | 0 | 1 | 1 | 6 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.1 Fast | 3 | 0 | 1 | 0 | 4 |
| Mistral Small | 1 | 0 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 2 | 2 | 0 | 2 | 6 |
| Llama 4 Maverick | 0 | 0 | 3 | 1 | 4 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 0 | 2 |
| Kimi K2 | 3 | 0 | 1 | 1 | 5 |
| GLM 4.7 FlashX | 3 | 0 | 1 | 1 | 5 |
| MiniMax M2.5 | 1 | 2 | 1 | 1 | 5 |
| GPT-6 Luna | 2 | 0 | 2 | 1 | 5 |
| Muse Glimmer 30B | 2 | 0 | 1 | 2 | 5 |
Verbatim evidence the judge attached to positive labels.
“Athennian — Strong for complex corporate structures, transactional entity work, AI-assisted data management, SOC 2 certified, published pricing” DeepSeek V4 Flash · Entity management · scale prompt · first choice
“Athennian is noted for rapid implementation timelines and its ability to use AI to surface insights and automate routine compliance tasks” GLM 4.7 FlashX · Entity management · comparative prompt · first choice
“Choose Athennian or MinuteBox if you are an in-house legal operations team or law firm looking to modernise workflows” Gemini 3.5 Flash · Entity management · comparative prompt · first choice
“Athennian and Filejet are the top-rated options due to their strong user reviews, AI capabilities, and automation features.” Mistral Small · Entity management · 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.
“"Avoid Enterprise Tools: Athennian, Diligent Entities, etc., start at $15K+/year—overkill and too pricey"” Muse Glimmer 30B · Entity management · negative prompt · hard negative
“Avoid enterprise platforms (Athennian ~$25K+/yr, Diligent from ~$10K/yr)” DeepSeek V4 Flash · Entity management · budget prompt · hard negative
“noted as an enterprise\u2011tier tool with pricing that can reach $15,000\u2013$50,000 per year\u2014potentially overkill for smaller organizations” GLM 4.7 FlashX · Entity management · negative prompt · soft negative
“not a reason to avoid it, but reviewers mention missing prebuilt legal-document templates and some workflow limitations” GPT-6 Luna · Entity management · 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 150 of the 151 answers that named Athennian and are not a share of its labels.
509 of the 559 domain citations in answers naming Athennian 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 | 376 | undated | Entity management | ||
| Case study | 32 | undated | Entity management | ||
| News or press | 32 | 0 | 2025-10-30 | Entity management | |
| Webinar or virtual event | 27 | undated | Entity management | ||
| Report or ebook | 24 | undated | Entity management | ||
| Comparison | 17 | undated | |||
| Glossary or explainer | 9 | undated | Entity management | ||
| Conference or event | 4 | undated | |||
| Template or tool | 3 | undated |
Every page athennian.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 Athennian's own pages state, read September 28, 2026: athennian.com, athennian.com/pricing, trust.athennian.com, athennian.com/capabilities/athennian-ai, athennian.com/case-studies. 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 Athennian'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 Athennian, 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 Athennian by email, built from the raw record of the edition. It shows:
AI models recommend Athennian first in Entity 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.
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.