Every category where a model named IRIS CARBON 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	17%	4 of 63	0%	43	accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for IRIS CARBON 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 IRIS CARBON across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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

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

Direct23 labels8

Paraphrase13 labels4

Comparative25 labels4not counted in share

Budget-constrained24 labels16

Scale-constrained19 labels3

Negative15 labels3not counted in share

First choiceAlternativeMentionNegative119 labels in all, every segment counted; 31 of the 38 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.

“IRIS CARBON® and Workiva are the top choices due to their strong compliance features, ease of use, and scalability” Mistral Small · Disclosure reporting · direct prompt · first choice

“the best SEC‑disclosure platform is likely IRIS CARBON (cloud SaaS, flat‑annual fee, strong small‑business focus)” GLM 4.7 FlashX · Disclosure reporting · budget prompt · first choice

“IRIS CARBON is typically the lowest-cost of the major dedicated platforms, with Certent as a close second” Muse Glimmer 30B · Disclosure reporting · budget prompt · first choice

“Certent Disclosure Management and IRIS CARBON deliver essential workflow at a fraction of the leader's cost” Claude Haiku 4.5 · Disclosure reporting · budget prompt · first choice

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.

No model argued against it.

Named alongside

The products named in the same answers as IRIS CARBON, over the 119 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and IRIS CARBON was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Workiva118 of 11948Compare →

DFIN ActiveDisclosure101 of 11911Compare →

Certent Disclosure Management86 of 11911Compare →

Toppan Merrill Bridge59 of 1190Not among the top eight

Certent22 of 1191Compare →

Toppan Merrill16 of 1190Not among the top eight

Arelle13 of 1190Not among the top eight

EDGARsuite10 of 1191Not among the top eight

FilePoint8 of 1191Not among the top eight

CCH Tagetik8 of 1190Not 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 IRIS CARBON. 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 119 of the 119 answers that named IRIS CARBON and are not a share of its labels.

Domains cited

cfoshortlist.com116

houseblend.io93

gitnux.org71

zipdo.co71

grctools.net47

worldmetrics.org46

g2.com45

wifitalents.com38

dfinsolutions.com37

iriscarbon.comYour site29

564 of the 593 domain citations in answers naming IRIS CARBON came from somebody else's page.

Pages cited

cfoshortlist.com/reports/sec-reporting-software113

houseblend.io/articles/sec-filing-software-platforms-pricing-compliance87

cfoshortlist.com/reports/best-disclosure-management-software85

gitnux.org/best/sec-filing-software51

grctools.net/best-disclosure-management-software-for-sec-reporting47

houseblend.io/articles/pdfs/sec-filing-software-platforms-pricing-compliance.pdf46

zipdo.co/best/sec-reporting-software43

zipdo.co/best/sec-filing-software38

Pages are listed as the models cited them.

Search and answers

iriscarbon.com is not in Google's top ten for any of the category's searches. In the answers, IRIS CARBON takes 17% 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 (“iris carbon”)
AI search demand for its name, est.: 1 a month
Organic visits to its site: about 634 a month
Searches its site ranks for: 964 · 7 in the top three
Sites linking to it: 928
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

16 ads · 16 text · 8 shown in the last 30 days

First shown July 2024, as IRIS BUSINESS SERVICES LIMITED, verified. Ads started 2025-11 to 2026-10: 1 in the year, 15 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

17%

rank 4 of 63 in disclosure reporting

Segment leader

32%

Workiva

First choices: 31 across its categories
Named in: 119 answers
Its own site cited: in 119 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 iriscarbon.com

1,281

subdomains included

Content

1,155

counted in the table below

Documentation

Product · Integration

34 · 0

Kind	Pages	Last 90 days	Latest	Categories named
Blog	894	16	2026-10-05	Financial reporting, ESG and carbon reporting
Report or ebook	75	undated
Template or tool	39	1	2026-09-21
Case study	35	undated
Webinar or virtual event	34	undated
Comparison	25	8	2026-09-15	ERP systems
Conference or event	17	0	2022-11-23
Podcast or video	15	undated
News or press	14	undated
Glossary or explainer	7	0	2025-06-13

Most recent

2026-10-05Mapping ifrs 9 ecl to eba templates blog
2026-10-01Esef under deeper scrutiny what auditors and ncas ask blog
2026-10-01Carb sb 253 enforcement discretion blog
2026-10-01Sec filing deadlines q3 2026 blog
2026-09-29Scope 1 2 and 3 whats due first and what waits until 2027 blog
2026-09-28Draft registration statement drs the sec review behind an ipo blog

Events in person

Last twelve months

September 8, 2026 to September 9, 2026Sustainability LIVE: The London SummitQEII Centre, Westminster · exhibited
June 24, 2026 to June 25, 2026Sustainability World Summit 2026Hamburg Messe, Hamburg, Germany · exhibited

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

How it is countedHide how it is counted

Every page iriscarbon.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.

Names read as IRIS CARBON

What the judge wrote, as written, with how often. The vendor table decides that these count as IRIS CARBON; a claim can dispute any of them.

IRIS CARBON® 1

Follow IRIS CARBON

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

IRIS CARBON is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: AI-powered platform for financial and non-financial regulatory reporting
iriscarbon.com
For: global organizations
iriscarbon.com
Price stated: USD 25,000 to USD 100,000 iriscarbon.com
Starting price: 25000 iriscarbon.com
Certifications: SOC 2 Type IISOC 1SOC 2SOC 3
Customers named: ENI60 Degrees PharmaceuticalsEstoril SolUnited Labels AGCoop PankEuronet60 Degrees PharmaceuticalM SAN Grupa
Not stated on the pages read: Free plan or trial, integrations, hosting

What IRIS CARBON's own pages state, read October 5, 2026: iriscarbon.com, iriscarbon.com/platform, iriscarbon.com/resources/customer-stories, iriscarbon.com/platform/integrations. 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 IRIS CARBON'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 IRIS CARBON, 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 IRIS CARBON by email, built from the raw record of the edition. It shows:

where IRIS CARBON 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 IRIS CARBON, 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.