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Finance AI Index
Index › Products › FirmRoom · October 2026 Edition
1 category · Ranked

FirmRoom

46Judge labels
9First choices
4Negative labels
14 / 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.
Best standing
10% in Virtual data rooms for mid-market buyers
Rank 4 of 48 in the mid-market standingaccepted challenger
1 of 14 models made it the first choice on the direct prompt; 5% of its 22 labels there were negative.
What the models named instead of FirmRoom →
By buyer segmentRead the same way at every buyer size.
In virtual data rooms · 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 FirmRoom 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.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
Virtual data roomsEquity and corporate10%4 of 485%22accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for FirmRoom 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 FirmRoom across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.501001
GPT-5.4 mini00000
Gemini 3.5 Flash02103
Perplexity Sonar01001
Grok 4.1 Fast02002
Mistral Small01001
DeepSeek V4 Flash11103
Llama 4 Maverick00101
Qwen 3.7 Flash21014
Kimi K211002
GLM 4.7 FlashX10001
MiniMax M2.511002
GPT-6 Luna00000
Muse Glimmer 30B01001

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
Direct12 labels2
Paraphrase13 labels5
Comparative6 labels1not counted in share
Budget-constrained12 labels1
Scale-constrained1 label1
Negative2 labelsNone
First choiceAlternativeMentionNegative46 labels in all, every segment counted; 9 of the 10 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 mid-market leaders (iDeals, FirmEx, FirmRoom, SecureDocs, Papermark) offer strong security and features at flat-rate pricing” DeepSeek V4 Flash · Virtual data rooms · scale prompt · first choice
“For a mid-sized B2B company, I'd recommend FirmRoom for its balance of price, ease of use, and comprehensive features.” GLM 4.7 FlashX · Virtual data rooms · paraphrase prompt · first choice
“Start with Firmex if you do multiple deals a year, or FirmRoom if you value simplicity and flat-rate pricing.” Qwen 3.7 Flash · Virtual data rooms · direct prompt · first choice
“FirmRoom is widely recommended as the top choice for M&A due diligence data rooms.” Qwen 3.7 Flash · Virtual data rooms · paraphrase 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.

“FirmRoom has a polarized reputation. While praised for ease of use, there are specific technical complaints to watch for.” Qwen 3.7 Flash · Virtual data rooms · negative prompt · soft negative

Named alongside

The products named in the same answers as FirmRoom, over the 46 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and FirmRoom was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Intralinks25 of 462Not among the top eight
DealRoom19 of 462Not among the top eight
CapLinked9 of 460Not among the top eight
Box8 of 461Not 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 FirmRoom. 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 45 of the 46 answers that named FirmRoom and are not a share of its labels.

Domains cited

peony.ink37
papermark.com28
fast.io27
clinked.com26
firmroom.comYour site22
ellty.com20
dataroom-providers.org17
ctacquisitions.com15
orangedox.com15
geekflare.com14

199 of the 221 domain citations in answers naming FirmRoom came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

firmroom.com is not in Google's top ten for any of the category's searches. In the answers, FirmRoom takes 10% of first choices and iDeals takes 25%.
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In search

Google, US estimates
Position for “virtual data room”
–
not in the top ten
Position for “virtual data rooms”
–
not in the top ten
Searches for its name, Google
320 a month (“firmroom”)
AI search demand for its name, est.
3 a month
Organic visits to its site
about 6,534 a month
Searches its site ranks for
792 · 101 in the top three
Sites linking to it
784
Paid Google search
1 searches its ads show for, about 12 clicks and $78 a month (estimate)
Ads on GoogleDetailLess
17 ads · 9 text, 4 image, 4 video · 2 shown in the last 30 days

First shown July 2025, as Ten Peaks Media, verified. 1 more by other advertisers linking to it.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
10%
rank 4 of 48 in virtual data rooms
Segment leader
25%
iDeals
First choices
9 across its categories
Named in
46 answers
Its own site cited
in 45 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 firmroom.com
508
subdomains included
Content
86
counted in the table below
Documentation
44
Product · Integration
0 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog6572026-08-08
Comparison11undated
Case study4undated
Template or tool3undated
Glossary or explainer2undated
Conference or event112026-07-15

Most recent

How it is countedHide how it is counted

Every page firmroom.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.

Names read as FirmRoom

What the judge wrote, as written, with how often. The vendor table decides that these count as FirmRoom; a claim can dispute any of them.
Firmroom 1

Follow FirmRoom

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

FirmRoom is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
The Easy-to-Use Virtual Data Room Trusted by Modern Dealmakers
For
Modern dealmakers
Price stated
2GB $395/mo; 5GB $795/mo; 10GB $1,195/mo firmroom.com
Starting price
395 firmroom.com
Free plan or trial
Start a free 14-day trial—no credit card required. firmroom.com
Certifications
SOC 2 certified
Hosting
AWS
Customers named
ParallaxShop Accelerator MartechApiaxAuxo Investment PartnersAviara PartnersFairway PartnersEZ Venturesglobal banks
Not stated on the pages read
Integrations

What FirmRoom's own pages state, read October 5, 2026: firmroom.com, firmroom.com/pricing, firmroom.com/security, firmroom.com/customer-stories. 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 FirmRoom'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 FirmRoom, 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 FirmRoom by email, built from the raw record of the edition. It shows:

  • where FirmRoom 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 FirmRoom, 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.
The subscriber app

A verification link goes to your work email; an address at firmroom.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.