Every category where a model named Signifyd 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	8%	4 of 70	19%	43	accepted challenger
Chargeback management	Receivables and billing	0%	30 of 81	39%	18	criticized challenger

Movement

This is the first edition on this tier, so no move can be computed for Signifyd 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 Signifyd 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	Mention	Negative	Labels
Claude Haiku 4.5	0	1	2	1	4
GPT-5.4 mini	0	2	1	1	4
Gemini 3.5 Flash	1	2	1	3	7
Perplexity Sonar	0	1	1	1	3
Grok 4.1 Fast	1	2	1	2	6
Mistral Small	1	2	2	0	5
DeepSeek V4 Flash	1	2	2	2	7
Llama 4 Maverick	0	1	1	0	2
Qwen 3.7 Flash	3	1	2	1	7
Kimi K2	1	2	0	2	5
GLM 4.7 FlashX	2	0	1	0	3
MiniMax M2.5	0	2	0	0	2
GPT-6 Luna	0	0	1	1	2
Muse Glimmer 30B	1	1	1	1	4

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

Direct38 labels11

Paraphrase7 labelsNone

Comparative57 labels15not counted in share

Budget-constrained28 labels7

Scale-constrained26 labels3

Negative42 labels1not counted in share

First choiceAlternativeMentionNegative198 labels in all, every segment counted; 21 of the 37 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.

“Choose Signifyd or Riskified if: You want to outsource fraud completely... Go with Signifyd if you are mid-market and want seamless e-commerce platform plug-ins.” Gemini 3.5 Flash · Ecommerce fraud · comparative prompt · first choice

“Choose a Guarantee Tool (Signifyd/Riskified) if you are overwhelmed by manual reviews and cannot afford to be liable for fraud losses.” Qwen 3.7 Flash · Chargeback management · comparative prompt · first choice

“The original "chargeback guarantee" pioneer ... Best fit: High-volume merchants ($10M+ GMV) who want fraud completely off their plate.” Kimi K2 · Ecommerce fraud · comparative prompt · first choice

“The Best Overall (Especially for Open Credit): Signifyd ... widely considered the gold standard for B2B commerce” Qwen 3.7 Flash · Ecommerce fraud · direct 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.

“custom enterprise pricing, usually requiring a sales call and large commitments” DeepSeek V4 Flash · Chargeback management · budget prompt · hard negative

“Signifyd's public terms define eligible chargebacks narrowly... That's a reason to get the exact coverage schedule and exclusions in the signed agreement—not, by itself, a reason to avoid Signifyd.” GPT-6 Luna · Ecommerce fraud · negative prompt · soft negative

“Fraud-prevention tools like Signifyd, Riskified, or ClearSale offer "chargeback guarantees"... their systems are heavily incentivized to be ultra-conservative.” Gemini 3.5 Flash · Chargeback management · negative prompt · soft negative

“Signifyd offers chargeback guarantees rather than prevention itself... small businesses with tight margins might find the cost structure challenging” Claude Haiku 4.5 · Chargeback management · negative prompt · soft negative

Named alongside

The products named in the same answers as Signifyd, over the 198 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Signifyd was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Sift117 of 1989Compare →

Riskified112 of 1984Not among the top eight

Kount103 of 1981Not among the top eight

Forter87 of 1982Not among the top eight

SEON81 of 19812Compare →

Stripe Radar68 of 19818Compare →

NoFraud52 of 19821Compare →

Chargeflow48 of 19812Not among the top eight

ClearSale45 of 1981Compare →

Chargebacks91137 of 1989Not 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 Signifyd. 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 186 of the 198 answers that named Signifyd and are not a share of its labels.

Domains cited

g2.com112

fraud.net87

cside.com70

guideflow.com69

learn.g2.com65

stripe.com65

clickpost.ai60

seon.io54

fingerprint.com53

chargeflow.io50

685 of the 685 domain citations in answers naming Signifyd came from somebody else's page.

Pages cited

g2.com/categories/e-commerce-fraud-protection85

learn.g2.com/best-e-commerce-fraud-protection-software65

clickpost.ai/blog/ecommerce-fraud-prevention-software60

cside.com/blog/ecommerce-fraud-prevention-software52

fingerprint.com/blog/e-commerce-fraud-prevention-software47

shuftipro.com/blog/best-ecommerce-fraud-prevention-software45

guideflow.com/blog/ecommerce-fraud-protection-software44

whop.com/blog/ecommerce-fraud-prevention-tools43

Pages are listed as the models cited them.

Search and answers

signifyd.com is not in Google's top ten for any of the category's searches. In the answers, Signifyd takes 8% 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: 3,600 a month (“signifyd”)
AI search demand for its name, est.: 62 a month
Organic visits to its site: about 10,180 a month
Searches its site ranks for: 1,450 · 129 in the top three
Sites linking to it: 3,632
Paid Google search: 8 searches its ads show for, about 72 clicks and $5,179 a month (estimate)

Ads on GoogleDetailLess

120+ ads · 75 text, 45 image · 37 shown in the last 30 days

First shown October 2021, as Signifyd, Inc., verified. Ads started 2025-11 to 2026-10: 79 in the year, 41 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

rank 4 of 70 in ecommerce fraud

Segment leader

16%

SEON

First choices: 21 across its categories
Named in: 198 answers
Its own site cited: in 186 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 signifyd.com

1,251

subdomains included

Content

885

counted in the table below

Documentation

Product · Integration

7 · 57

Kind	Pages	Last 90 days	Latest	Categories named
Blog	732	20	2026-09-30	Ecommerce fraud, Chargeback management
Case study	46	0	2024-08-29
Conference or event	42	1	2026-07-29
News or press	22	2	2026-08-06
Comparison	19	1	2026-08-11
Webinar or virtual event	7	0	2025-03-20
Glossary or explainer	7	3	2026-09-30
Report or ebook	6	0	2025-09-16
Template or tool	4	0	2025-08-13

Most recent

2026-09-30Signifyd brand announcement blog
2026-09-30What is 3d secure glossary or explainer
2026-09-30What is avs glossary or explainer
2026-09-30What is contact rate glossary or explainer
2026-09-30When customer friendly policies become commercial risk blog
2026-09-30Types of chargebacks blog

How it is countedHide how it is counted

Every page signifyd.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 October 5, 2026.

Follow Signifyd

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

Signifyd is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: Fraud and Consumer Abuse Protection for Companies
signifyd.com
For: companies
signifyd.com
Price stated: Signifyd charges a percentage of the order total when an order is approved. What that percentage is varies depending on the specific products purchased, merchant vertical, order volume, and average ticket price, among other metrics. There is no charge when an order is declined due to fraud. signifyd.com/pricing
Customers named: PhilipsCymbiotikaMANGOFerguson HomeHot TopicEmmaRodan + FieldsBuild-A-Bear
Not stated on the pages read: Starting price, free plan or trial, integrations, certifications, hosting

What Signifyd's own pages state, read October 5, 2026: signifyd.com, signifyd.com/pricing, signifyd.com/solutions/seamless-sca, signifyd.com/customers, signifyd.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 Signifyd'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 Signifyd, 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 Signifyd by email, built from the raw record of the edition. It shows:

where Signifyd 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 Signifyd, 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.