Every category where a model named Toppan Merrill Bridge for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant	Since September 2026
SEC and disclosure reporting	Accounting and close	0%	8 of 63	3%	31	accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Toppan Merrill Bridge yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated Toppan Merrill Bridge across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	0	0	0	0
GPT-5.4 mini	0	0	0	0
Gemini 3.5 Flash	4	0	1	5
Perplexity Sonar	0	0	0	0
Grok 4.1 Fast	2	1	0	3
Mistral Small	1	1	0	2
DeepSeek V4 Flash	2	2	0	4
Llama 4 Maverick	1	1	0	2
Qwen 3.7 Flash	2	0	0	2
Kimi K2	1	1	0	2
GLM 4.7 FlashX	3	0	0	3
MiniMax M2.5	2	0	0	2
GPT-6 Luna	3	1	0	4
Muse Glimmer 30B	2	0	0	2

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct13 labelsNone

Paraphrase13 labelsNone

Comparative25 labels1not counted in share

Budget-constrained9 labels1

Scale-constrained17 labels1

Negative16 labels1not counted in share

First choiceAlternativeMentionNegative93 labels in all, every segment counted; 2 of the 4 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“The Service-Heavy Hybrid: Toppan Merrill Bridge blends software with a heavy emphasis on expert managed services.” Gemini 3.5 Flash · Disclosure reporting · comparative prompt · alternative

“if expert filing and iXBRL support are a priority and you want a service partner closely involved in the process” GPT-6 Luna · Disclosure reporting · paraphrase prompt · alternative

“Also demo Toppan Merrill Bridge if you value filing and iXBRL specialists working alongside your team.” GPT-6 Luna · Disclosure reporting · direct prompt · alternative

“Built on Microsoft Office for easy integration; strong inline XBRL validation, amendment handling” Grok 4.1 Fast · Disclosure reporting · comparative prompt · alternative

And against it

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.

“be cautious if your filing workflow requires multi-user collaboration, automated version control, and advanced "blacklining"” Gemini 3.5 Flash · Disclosure reporting · negative prompt · soft negative

Named alongside

The products named in the same answers as Toppan Merrill Bridge, over the 93 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Toppan Merrill Bridge was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Workiva92 of 9351Not among the top eight

DFIN ActiveDisclosure90 of 9312Not among the top eight

Certent Disclosure Management62 of 9312Not among the top eight

IRIS CARBON59 of 937Not among the top eight

Certent15 of 932Not among the top eight

CCH Tagetik9 of 930Not among the top eight

Oracle Narrative Reporting7 of 930Not among the top eight

SAP Disclosure Management7 of 930Not among the top eight

Arelle6 of 930Not among the top eight

EdgarEase3 of 931Not among the top eight

A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Toppan Merrill Bridge. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 93 of the 93 answers that named Toppan Merrill Bridge and are not a share of its labels.

Domains cited

cfoshortlist.com76

houseblend.io60

gitnux.org40

grctools.net38

worldmetrics.org38

zipdo.co38

dfinsolutions.com35

sec.gov30

toppanmerrill.comYour site28

us.fitgap.com24

379 of the 407 domain citations in answers naming Toppan Merrill Bridge came from somebody else's page.

Pages cited

cfoshortlist.com/reports/sec-reporting-software74

cfoshortlist.com/reports/best-disclosure-management-software59

houseblend.io/articles/sec-filing-software-platforms-pricing-compliance57

grctools.net/best-disclosure-management-software-for-sec-reporting38

gitnux.org/best/sec-filing-software30

dfinsolutions.com/products/activedisclosure28

houseblend.io/articles/pdfs/sec-filing-software-platforms-pricing-compliance.pdf28

houseblend.io/articles/netsuite-sec-reporting-workiva-activedisclosure-certent22

Pages are listed as the models cited them.

Search and answers

toppanmerrill.com is not in Google's top ten for any of the category's searches. In the answers, Toppan Merrill Bridge takes 0% of first choices and Workiva takes 32%.

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In search

Google, US estimates

Position for “sec and disclosure reporting platforms”

–

not in the top ten

Position for “best sec and disclosure reporting platform”

–

not in the top ten

Searches for its name, Google: 50 a month (“toppan merrill bridge”)
AI search demand for its name, est.: 2 a month
Organic visits to its site: about 19,220 a month
Searches its site ranks for: 3,063 · 134 in the top three
Sites linking to it: 1,741
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

41 ads · 37 image, 4 text · 0 shown in the last 30 days

First shown July 2025, as Toppan Merrill LLC, verified. Ads started 2025-11 to 2026-10: 27 in the year, 14 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

rank 8 of 63 in disclosure reporting

Segment leader

32%

Workiva

First choices: 2 across its categories
Named in: 93 answers
Its own site cited: in 93 of the answers that named it

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.

What it publishes

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Addresses on toppanmerrill.com

565

subdomains included

Content

484

counted in the table below

Documentation

Product · Integration

14 · 0

Kind	Pages	Last 90 days	Latest
Blog	219	24	2026-09-29
Glossary or explainer	145	0	2026-05-08
Conference or event	107	15	2026-10-28
Podcast or video	9	0	2026-01-21
Webinar or virtual event	2	0	2023-09-14
Template or tool	2	0	2022-02-17

Most recent

2026-10-28Reimagining sustainability reporting in a climate of continuous change conference or event
2026-10-20Eastern regional fall conference conference or event
2026-10-15The thinkequity conference conference or event
2026-10-15List conference or event
2026-10-01Oktoberfest biotech on tap conference or event
2026-09-29What Dynamic Health Insurance Welcome Kits Can Do for You blog

Events in person

Upcoming

October 15, 2026The ThinkEquity ConferenceMandarin Oriental Hotel, New York, United States
October 20, 2026 to October 21, 2026Eastern Regional Fall ConferenceMeta, New York, United States
October 28, 2026Reimagining sustainability reporting in a climate of continuous changeplace not stated

Last twelve months

June 8, 2026 to June 9, 2026Corporate Counsel InstituteNorthwestern Pritzker School of Law, Chicago, United States · sponsored

As the event pages on toppanmerrill.com state them, read October 5, 2026.

How it is countedHide how it is counted

Every page toppanmerrill.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.

Follow Toppan Merrill Bridge

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.

The company

Toppan Merrill Bridge is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: the regulatory disclosure and SEC filing platform for end-to-end document preparation and compliance workflows
toppanmerrill.com
For: organizations needing EDGAR and iXBRL submissions; organizations preparing SEC filings and regulatory disclosure
toppanmerrill.com
Not stated on the pages read: Price, starting price, free plan or trial, integrations, certifications, hosting, customers

What Toppan Merrill Bridge's own pages state, read October 5, 2026: toppanmerrill.com, toppanmerrill.com/platforms. A claimed page can correct any of them.

Is this your product?

Claim this page

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 Toppan Merrill Bridge'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 Toppan Merrill Bridge, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for Toppan Merrill Bridge by email, built from the raw record of the edition. It shows:

where Toppan Merrill Bridge is named, by buyer and by framing, and which cells hold its first choices;
the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
its vocabulary against the segment leader's, and the pages the models cited;
who was chosen in the answers that did not name Toppan Merrill Bridge, and every reason the record gives;
a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
one page of published figures cleared to show a buyer.