Finance AI Index

Index › Products › Novaworks · October 2026 Edition

1 category · Named, not ranked

Novaworks

1Judge labels

0First choices

0Negative labels

1 / 14Models named it

1Category

October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.

Standing

1 label, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Novaworks was named 1 time in Disclosure reporting, where Workiva led with 32%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small businessnot named

No model named it for this buyer.

Mid-market34 of 63

under the label threshold

Enterprisenot named

No model named it for this buyer.

In disclosure reporting · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Novaworks 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%	34 of 63	0%	1	under 10 labels · led by Workiva at 32%

Movement

This is the first edition on this tier, so no move can be computed for Novaworks 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 Novaworks 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	Labels
Claude Haiku 4.5	0	0
GPT-5.4 mini	0	0
Gemini 3.5 Flash	1	1
Perplexity Sonar	0	0
Grok 4.1 Fast	0	0
Mistral Small	0	0
DeepSeek V4 Flash	0	0
Llama 4 Maverick	0	0
Qwen 3.7 Flash	0	0
Kimi K2	0	0
GLM 4.7 FlashX	0	0
MiniMax M2.5	0	0
GPT-6 Luna	0	0
Muse Glimmer 30B	0	0

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

Direct0 labelsNone

Paraphrase0 labelsNone

Comparative0 labelsNone

Budget-constrained1 labelNone

Scale-constrained0 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative1 labels in all, every segment counted; 0 of the 0 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.

“If you want the cheapest possible software and have the internal expertise to do it entirely in-house: Buy Novaworks GoFiler.” Gemini 3.5 Flash · Disclosure reporting · budget 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.

No model argued against it.

Named alongside

The products named in the same answers as Novaworks, over the 1 answer that named it. Took the first choice instead counts the answers where the other product was the first choice and Novaworks was named but was not.

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ProductSame answerTook the first choice insteadHead to head

DFIN ActiveDisclosure1 of 11Not among the top eight

IRIS CARBON1 of 11Not among the top eight

RDG Filings1 of 10Not among the top eight

Toppan Merrill1 of 10Not among the top eight

Workiva1 of 10Not 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 Novaworks. 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 1 of the 1 answers that named Novaworks and are not a share of its labels.

Domains cited

capterra.com1

cfoshortlist.com1

g2.com1

insightsoftware.com1

iriscarbon.com1

irisregtech.com1

mnacommunity.com1

novaworkssoftware.comYour site1

prophix.com1

rdgfilings.com1

Nine of the ten domain citations in answers naming Novaworks came from somebody else's page.

Pages cited

capterra.com/p/241220/IRIS-CARBON1

cfoshortlist.com/reports/sec-reporting-software1

g2.com/products/dfin-activedisclosure/reviews1

insightsoftware.com/solutions/sec-reporting-software1

iriscarbon.com/blog/manual-sec-filing-cost-q2-q31

irisregtech.com/products/iris-carbon1

mnacommunity.com/insights/datasite-vs-donnelley-dfin1

novaworkssoftware.com/gofiler.php1

Pages are listed as the models cited them.

What it publishes

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Addresses on novaworkssoftware.com

subdomains included

Content

counted in the table below

Documentation

Product · Integration

0 · 0

Kind	Pages	Last 90 days	2025-11 to 2026-10	Latest	Categories named
Blog	22	16		2026-10-02

Most recent

2026-10-021814 EDGAR Release 26.3.u1 blog
2026-10-0102 blog
2026-09-291810 SEC Staff to Hold Open Meeting blog
2026-09-241808 XBRL Staff Proposes GAAP Taxonomy Enhancements for Codification Improvements Update blog
2026-09-231807 SEC Proposes Modernization of Proxy Solicitation Rules blog
2026-09-211806 SEC Proposes Changes to Shareholder Proposal Rules and Rescission of Rule 14a 8 blog

How it is countedHide how it is counted

Every page novaworkssoftware.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. Read October 5, 2026.

Names read as Novaworks

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

Novaworks (GoFiler) 1

Follow Novaworks

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

Novaworks is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: Creating regulatory compliance solutions for EDGAR, FERC, and municipal filers.
novaworkssoftware.com
For: EDGAR, FERC, and municipal filers
novaworkssoftware.com
Not stated on the pages read: Price, starting price, free plan or trial, integrations, certifications, hosting, customers

What Novaworks's own pages state, read October 6, 2026: novaworkssoftware.com. 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 Novaworks'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 Novaworks, 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 Novaworks by email, built from the raw record of the edition. It shows:

where Novaworks 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 Novaworks, 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.