Every category where a model named Guideflow 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
AI governance platforms	Data platform	0%	122 of 135	50%	2	under 10 labels · led by Credo AI at 18%
Process mining	IT operations and endpoint	0%	32 of 61	0%	2	under 10 labels · led by Apromore at 19%
Attack surface management	Security operations	0%	43 of 100	0%	1	under 10 labels · led by Intruder at 49%	newNew since September 2026: not ranked then, 0% now.
Cloud cost management	Cloud and infrastructure	0%	39 of 76	0%	1	under 10 labels · led by Vantage at 45%	newNew since September 2026: not ranked then, 0% now.
Colocation providers	Cloud and infrastructure	0%	54 of 78	0%	1	under 10 labels · led by TierPoint at 22%
Embedded analytics	Data platform	0%	54 of 72	0%	1	under 10 labels · led by Metabase at 22%
Enterprise architecture tools	IT operations and endpoint	0%	70 of 113	0%	1	under 10 labels · led by SAP LeanIX at 25%
Feature flags	Developer platform	0%	21 of 35	0%	1	under 10 labels · led by Flagsmith at 25%	newNew since September 2026: not ranked then, 0% now.
Incident management and on-call	IT operations and endpoint	0%	36 of 65	0%	1	under 10 labels · led by incident.io at 32%	newNew since September 2026: not ranked then, 0% now.
IT asset management	IT operations and endpoint	0%	51 of 82	0%	1	under 10 labels · led by Freshservice at 31%	newNew since September 2026: not ranked then, 0% now.

Movement

This is the first edition on this tier, so no move can be computed for Guideflow 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 Guideflow 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	0	0	0	0
Perplexity Sonar	0	0	0	0
Grok 4.20	0	0	0	0
Mistral Small	0	0	0	0
DeepSeek V4 Flash	0	0	0	0
Llama 4 Maverick	4	7	1	12
Qwen 3.7 Flash	0	0	0	0
Kimi K2	0	0	0	0
GLM 4.7 FlashX	0	0	0	0
MiniMax M2.5	0	0	0	0
GPT-6 Luna	0	0	0	0
Muse Glimmer 30B	0	0	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

Direct12 labelsNone

Paraphrase4 labelsNone

Comparative1 labelNone

Budget-constrained7 labelsNone

Scale-constrained7 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative31 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.

“Guideflow - Offers attack surface management software that includes external infrastructure scanning and attack surface monitoring with alerts.” Llama 4 Maverick · ASM · paraphrase prompt · alternative

“Guideflow - Unifies spend across cloud providers and offers cost reports, budgets, unit costs, and automated commitment optimization.” Llama 4 Maverick · FinOps · direct prompt · alternative

“Offers a range of process mining tools, including some with free or low-cost options.” Llama 4 Maverick · Process mining · budget prompt · alternative

“Other alternatives include LaunchDarkly, Unleash, and Guideflow.” Llama 4 Maverick · Feature flags · direct 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.

“Guideflow, which offers enterprise contracts that can range from mid-five figures to six figures annually” Llama 4 Maverick · AI governance · budget prompt · soft negative

Named alongside

The products named in the same answers as Guideflow, over the 31 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Guideflow was named but was not.

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ProductSame answerTook the first choice insteadHead to head

InvGate Asset Management2 of 311Not among the top eight

Accio2 of 310Not among the top eight

CoreSpace2 of 310Not among the top eight

ProcessMind2 of 310Not among the top eight

ServiceNow IT Asset Management2 of 310Not among the top eight

Signavio2 of 310Not among the top eight

SourceForge2 of 310Not among the top eight

Synack2 of 310Not among the top eight

Zen Internet2 of 310Not among the top eight

ZoomInfo2 of 310Not 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 Guideflow. 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 31 of the 31 answers that named Guideflow and are not a share of its labels.

Domains cited

guideflow.comYour site31

sourceforge.net4

dupple.com3

itechguides.com3

accio.com2

assets.ctfassets.net2

bardeen.ai2

blog.invgate.com2

f6s.com2

gocodes.com2

Twenty-two of the fifty-three domain citations in answers naming Guideflow came from somebody else's page.

Pages cited

guideflow.com/blog/colocation-services5

guideflow.com/blog/it-asset-management-software3

guideflow.com/blog/process-mining-tools3

bardeen.ai/best/process-mining-tools2

dupple.com/learn/best-internal-developer-portals2

gocodes.com/fixed-asset-management/best-it-asset-management-softwares2

guideflow.com/blog/ai-governance-tools2

guideflow.com/blog/attack-surface-management-software2

Pages are listed as the models cited them.

Search and answers

guideflow.com is not in Google's top ten for any of the category's searches. In the answers, Guideflow takes 0% of first choices and Credo AI takes 18%.

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In search

Google, US estimates

Position for “ai governance platform”

–

not in the top ten

Position for “ai governance platforms”

–

not in the top ten

Searches for its name, Google: 480 a month (“guideflow”)
AI search demand for its name, est.: 1 a month
Organic visits to its site: about 37,574 a month
Searches its site ranks for: 23,614 · 329 in the top three
Sites linking to it: 1,132
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on Google

None found in Google's ad transparency records for the US

In answers

This edition

Share of first choices

rank 122 of 135 in AI governance

Segment leader

18%

Credo AI

First choices: 0 across its categories
Named in: 31 answers
Its own site cited: in 31 of the answers that named it

Search figures are US estimates from DataForSEO, read September 28, 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 guideflow.com

20,414

subdomains included

Content

2,382

counted in the table below

Documentation

Product · Integration

14 · 0

Kind	Pages	Last 90 days	Latest	Categories named
Blog	2,146	83	2026-09-25	ETL, WAF
Template or tool	139	23	2026-08-25
Report or ebook	38	18	2026-08-25
Webinar or virtual event	17	11	2026-08-31
Case study	14	1	2026-08-25
Conference or event	11	6	2026-08-25
Comparison	7	0	2026-06-16
Glossary or explainer	6	0	2026-06-16
Podcast or video	3	2	2026-08-25
News or press	1	1	2026-07-23

Most recent

2026-09-25Demand management software blog
2026-09-25Learning management systems blog
2026-09-25Project documentation software blog
2026-09-25Training video software blog
2026-09-23Best ai sdr tools blog
2026-09-23Best user onboarding software tools blog

How it is countedHide how it is counted

Every page guideflow.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.

Follow Guideflow

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

Guideflow is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: The most advanced & easy interactive demo platform; Create interactive product demos and step-by-step guides in seconds with Guideflow, the leading AI-powered demo automation tool.
guideflow.com
For: individuals, startups, growing projects, scaling companies, business needs
guideflow.com/pricing
Price stated: Free guideflow.com
Starting price: 0 guideflow.com
Free plan or trial: Start for free guideflow.com
Integrations claimed: 3000 guideflow.com
Certifications: SOC2 Type IIGDPR compliantCCPA compliant
Customers named: AmplitudeGorgiasChartMogulScalewayCaptain DataOneflowForest AdminDocusign
Not stated on the pages read: Hosting

What Guideflow's own pages state, read September 28, 2026: guideflow.com, guideflow.com/pricing, guideflow.com/features/ai, guideflow.com/customers, guideflow.com/partners. 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 Guideflow'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 Guideflow, 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 Guideflow by email, built from the raw record of the edition. It shows:

where Guideflow 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 Guideflow, 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.