| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| SEC and disclosure reporting | Accounting and close | 22% | 2 of 63 | 3% | 64 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 3 | 1 | 0 | 5 |
| GPT-5.4 mini | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 2 | 3 | 0 | 1 | 6 |
| Perplexity Sonar | 0 | 3 | 1 | 0 | 4 |
| Grok 4.1 Fast | 2 | 3 | 1 | 0 | 6 |
| Mistral Small | 0 | 1 | 2 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 5 | 1 | 0 | 6 |
| Llama 4 Maverick | 2 | 1 | 1 | 0 | 4 |
| Qwen 3.7 Flash | 1 | 2 | 0 | 0 | 3 |
| Kimi K2 | 1 | 3 | 1 | 0 | 5 |
| GLM 4.7 FlashX | 2 | 2 | 0 | 1 | 5 |
| MiniMax M2.5 | 0 | 4 | 1 | 0 | 5 |
| GPT-6 Luna | 3 | 1 | 1 | 0 | 5 |
| Muse Glimmer 30B | 0 | 5 | 0 | 0 | 5 |
Verbatim evidence the judge attached to positive labels.
“The best SEC and disclosure reporting platform for a mid-market B2B company is DFIN, as it offers a sharper price and an SEC-only focus.” Llama 4 Maverick · Disclosure reporting · direct prompt · first choice
“I'd put DFIN ActiveDisclosure on the shortlist as the likely best value among established, full-featured platforms” GPT-6 Luna · Disclosure reporting · budget prompt · first choice
“I'd lean toward DFIN ActiveDisclosure as the best balance of functionality, price, and specialized SEC expertise” Claude Haiku 4.5 · Disclosure reporting · paraphrase prompt · first choice
“start by requesting a pilot from CERTENT or DFIN. They are positioned specifically for the mid-market” Qwen 3.7 Flash · Disclosure reporting · scale 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.
“Proceed with caution if you plan to do extensive, fast-paced table updates directly in the tool or manage complex, in-house XBRL tagging.” Gemini 3.5 Flash · Disclosure reporting · negative prompt · soft negative
“Even leading platforms like Workiva and ActiveDisclosure have specific limitations you should understand before implementation.” GLM 4.7 FlashX · Disclosure reporting · 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 182 of the 185 answers that named DFIN ActiveDisclosure and are not a share of its labels.
738 of the 816 domain citations in answers naming DFIN ActiveDisclosure came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 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 |
|---|---|---|---|---|---|
| Blog | 454 | 39 | 2026-09-14 | Virtual data rooms | |
| Report or ebook | 94 | 0 | 2026-02-21 | Virtual data rooms | |
| Case study | 91 | 0 | 2026-02-21 | Virtual data rooms | |
| Podcast or video | 90 | 0 | 2026-02-21 | ||
| News or press | 76 | 2 | 2026-09-04 | Lease accounting, Virtual data rooms | |
| Webinar or virtual event | 47 | 2 | 2026-08-18 | ||
| Glossary or explainer | 43 | 11 | 2026-09-24 | ||
| Comparison | 30 | 2 | 2026-08-07 | ||
| Template or tool | 10 | 0 | 2026-07-01 | ||
| Conference or event | 7 | 1 | 2026-10-02 |
As the event pages on dfinsolutions.com state them, read October 5, 2026.
Every page dfinsolutions.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. Of its titles that name a category, most name virtual data rooms (28); 0 name the category 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 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.
What DFIN ActiveDisclosure's own pages state, read October 5, 2026: dfinsolutions.com, dfinsolutions.com/trust-center/security, dfinsolutions.com/products/esg. 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 DFIN ActiveDisclosure'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 DFIN ActiveDisclosure, 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 DFIN ActiveDisclosure by email, built from the raw record of the edition. It shows:
DFIN ActiveDisclosure is among the products AI models recommend first in SEC and disclosure reporting 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.