Every category where a model named FraudLabs Pro 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
Ecommerce fraud prevention	Receivables and billing	6%	7 of 70	0%	4	under 10 labels · led by SEON at 16%
Chargeback management	Receivables and billing	0%	47 of 81	0%	1	under 10 labels · led by Chargeflow at 24%

Movement

This is the first edition on this tier, so no move can be computed for FraudLabs Pro 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 FraudLabs Pro 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	Labels
Claude Haiku 4.5	0	1	1
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	1	0	1
Perplexity Sonar	0	0	0
Grok 4.1 Fast	0	0	0
Mistral Small	0	0	0
DeepSeek V4 Flash	1	0	1
Llama 4 Maverick	0	0	0
Qwen 3.7 Flash	0	0	0
Kimi K2	1	0	1
GLM 4.7 FlashX	0	1	1
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

Direct1 labelNone

Paraphrase4 labels1

Comparative2 labelsNone

Budget-constrained12 labels8

Scale-constrained1 labelNone

Negative1 labelNone

First choiceAlternativeMentionNegative21 labels in all, every segment counted; 9 of the 9 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.

“Go with FraudLabs Pro's free plan — it's genuinely free, has no hidden costs, and provides solid protection.” DeepSeek V4 Flash · Ecommerce fraud · budget prompt · first choice

“FraudLabs Pro (Best Overall Free Tier) ... is the industry standard for low-volume merchants” Gemini 3.5 Flash · Ecommerce fraud · budget prompt · first choice

“If you're just starting out: Go with FraudLabs Pro's free tier” Kimi K2 · Ecommerce fraud · budget prompt · first choice

“making it a strong option for smaller merchants who want to prevent losses without the higher costs of enterprise-grade tools” Claude Haiku 4.5 · Chargeback management · 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 FraudLabs Pro, over the 21 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and FraudLabs Pro was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Stripe Radar14 of 214Not among the top eight

NoFraud13 of 213Not among the top eight

Signifyd12 of 212Not among the top eight

SEON10 of 211Not among the top eight

Riskified8 of 210Not among the top eight

Sift8 of 210Not among the top eight

Forter6 of 210Not among the top eight

ClearSale5 of 211Not among the top eight

Kount5 of 210Not among the top eight

Fingerprint3 of 210Not 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 FraudLabs Pro. 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 20 of the 21 answers that named FraudLabs Pro and are not a share of its labels.

Domains cited

g2.com16

fingerprint.com11

shoplazza.com11

stripe.com10

clickpost.ai9

fraudlabspro.comYour site9

guideflow.com9

whop.com9

us.fitgap.com8

apps.shopify.com7

Ninety of the ninety-nine domain citations in answers naming FraudLabs Pro came from somebody else's page.

Pages cited

g2.com/categories/e-commerce-fraud-protection12

shoplazza.com/blog/fraud-protection-solutions-for-ecommerce11

clickpost.ai/blog/ecommerce-fraud-prevention-software9

guideflow.com/blog/ecommerce-fraud-protection-software9

whop.com/blog/ecommerce-fraud-prevention-tools9

apps.shopify.com/fraudlabs-pro-fraud-prevention7

fraudlabspro.com/pricing7

learn.g2.com/best-e-commerce-fraud-protection-software7

Pages are listed as the models cited them.

Search and answers

fraudlabspro.com is not in Google's top ten for any of the category's searches. In the answers, FraudLabs Pro takes 6% of first choices and SEON takes 16%.

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In search

Google, US estimates

Position for “ecommerce fraud prevention platform”

–

not in the top ten

Position for “ecommerce fraud prevention platforms”

–

not in the top ten

Searches for its name, Google: 140 a month (“fraudlabs pro”)
AI search demand for its name, est.: 0 a month
Organic visits to its site: about 8,465 a month
Searches its site ranks for: 1,741 · 38 in the top three
Sites linking to it: 2,078
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

12 ads · 7 text, 5 image · 7 shown in the last 30 days

First shown August 2022, as Hexasoft Development Sdn. Bhd., verified. Ads started 2025-11 to 2026-10: 6 in the year, 6 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

rank 7 of 70 in ecommerce fraud

Segment leader

16%

SEON

First choices: 9 across its categories
Named in: 21 answers
Its own site cited: in 20 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 fraudlabspro.com

633

subdomains included

Content

107

counted in the table below

Documentation

Product · Integration

0 · 0

Kind	Pages	Last 90 days	Latest
Blog	72	2	2026-08-12
Glossary or explainer	23	0	2026-03-02
Case study	6	undated
Podcast or video	6	undated

Most recent

2026-08-12Protect your woocommerce store against account takeover fraud blog
2026-07-10How to set up fraud prevention in sylius blog
2026-03-02What is free email validation and how it helps in fraud prevention glossary or explainer
2026-02-25What is bill to validation glossary or explainer
2025-12-02What is isp name validation glossary or explainer
2025-10-26How to export and whitelist legitimate customers in fraudlabs pro blog

How it is countedHide how it is counted

Every page fraudlabspro.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.

Follow FraudLabs Pro

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

FraudLabs Pro is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: Fraud Detection Solution To Prevent Fraud and Reduce Chargeback
fraudlabspro.com
For: businesses of all sizes
fraudlabspro.com
Price stated: Micro: FREE; Mini: $29.95 Per Month; Small: $99.95 Per Month; Medium: $249.95 Per Month; Large: $499.95 Per Month; Enterprise: $1,249.95 Per Month fraudlabspro.com/pricing
Starting price: FREE fraudlabspro.com/pricing
Free plan or trial: TRY FOR FREE fraudlabspro.com
Integrations claimed: 20 fraudlabspro.com
Customers named: ispring-water-systemgarage-flooring-llc-of-coloradomaster-da-webvaluehost-hospedagempaythemgoodleaf-hostingiSpring Water SystemGarage Flooring LLC of Colorado
Not stated on the pages read: Certifications, hosting

What FraudLabs Pro's own pages state, read October 5, 2026: fraudlabspro.com, fraudlabspro.com/pricing, fraudlabspro.com/case-studies. 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 FraudLabs Pro'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 FraudLabs Pro, 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 FraudLabs Pro by email, built from the raw record of the edition. It shows:

where FraudLabs Pro 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 FraudLabs Pro, 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.