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
Rebate management	Receivables and billing	0%	27 of 80	0%	3	under 10 labels · led by Enable at 52%
B2B credit management	Receivables and billing	0%	52 of 108	0%	2	under 10 labels · led by Chaser at 16%	newNew since September 2026: not ranked then, 0% now.
Chargeback management	Receivables and billing	0%	32 of 81	0%	2	under 10 labels · led by Chargeflow at 24%
Corporate tax provision	Tax and compliance	0%	75 of 102	0%	1	under 10 labels · led by Thomson Reuters ONESOURCE Tax Provision at 21%	newNew since September 2026: not ranked then, 0% now.
Cross-border payments and FX	Treasury and cash	0%	37 of 87	0%	1	under 10 labels · led by Wise Business at 39%	newNew since September 2026: not ranked then, 0% now.
ESG and carbon reporting	Equity and corporate	0%	58 of 110	0%	1	under 10 labels · led by Greenly at 36%	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	Labels
Claude Haiku 4.5	0	0	0
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	0	0	0
Perplexity Sonar	0	0	0
Grok 4.1 Fast	2	0	2
Mistral Small	0	0	0
DeepSeek V4 Flash	0	0	0
Llama 4 Maverick	1	5	6
Qwen 3.7 Flash	1	1	2
Kimi K2	0	0	0
GLM 4.7 FlashX	0	0	0
MiniMax M2.5	0	0	0
GPT-6 Luna	0	0	0
Muse Glimmer 30B	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

Direct5 labelsNone

Paraphrase3 labelsNone

Comparative2 labelsNone

Budget-constrained8 labelsNone

Scale-constrained2 labelsNone

Negative2 labelsNone

First choiceAlternativeMentionNegative22 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.

“Safer bets (fewer cons in aggregates): 360insights, e-bate, Voucherify, Guideflow (solid ratings, easier for partners/channels)” Grok 4.1 Fast · Rebate management · negative prompt · alternative

“Other options include Tipalti, Airwallex, and Guideflow” Llama 4 Maverick · Cross-border payments · budget prompt · alternative

“Best Workflow Tool: GuideFlow” Qwen 3.7 Flash · Chargeback management · paraphrase prompt · alternative

“Guideflow for audit focus” Grok 4.1 Fast · ESG and carbon reporting · scale 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 Guideflow, over the 22 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

Whop3 of 220Not among the top eight

HighRadius Credit Cloud2 of 222Not among the top eight

HighRadius2 of 221Not among the top eight

Adyen2 of 220Not among the top eight

Bectran2 of 220Not among the top eight

FIS Quantum2 of 220Not among the top eight

GTreasury2 of 220Not among the top eight

ION Treasury2 of 220Not among the top eight

Kyriba2 of 220Not among the top eight

Resolve Pay2 of 220Not 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 22 of the 22 answers that named Guideflow and are not a share of its labels.

Domains cited

guideflow.comYour site22

worldmetrics.org6

whop.com5

zipdo.co5

g2.com4

gitnux.org4

sourceforge.net4

f6s.com3

highradius.com3

theretailexec.com3

Thirty-seven of the fifty-nine domain citations in answers naming Guideflow came from somebody else's page.

Pages cited

guideflow.com/blog/credit-management-software4

g2.com/categories/rebate-management3

guideflow.com/blog/rebate-management-software3

theretailexec.com/tools/best-rebate-management-software3

chaserhq.com/blog/best-credit-management-software2

dodopayments.com/blogs/payment-orchestration-platforms2

eco.com/support/en/articles/16402412-best-treasury-management-software-20262

f6s.com/software/category/payment-dispute-management2

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 Enable takes 52%.

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In search

Google, US estimates

Position for “rebate management platform”

–

not in the top ten

Position for “rebate management 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 27 of 80 in rebate management

Segment leader

52%

Enable

First choices: 0 across its categories
Named in: 22 answers
Its own site cited: in 22 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
Blog	2,146	83	2026-09-25
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.

Names read as Guideflow

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

GuideFlow 1

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.