Every category where a model named SEON 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
Ecommerce fraud prevention	Receivables and billing	16%	1 of 70	12%	34	accepted challenger
AML and transaction monitoring	Tax and compliance	0%	31 of 108	0%	4	under 10 labels · led by ComplyAdvantage at 33%
Chargeback management	Receivables and billing	0%	29 of 81	0%	2	under 10 labels · led by Chargeflow at 24%

Movement

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

Direct23 labels8

Paraphrase8 labels1

Comparative31 labels2not counted in share

Budget-constrained26 labels4

Scale-constrained18 labels1

Negative15 labels1not counted in share

First choiceAlternativeMentionNegative121 labels in all, every segment counted; 14 of the 17 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.

“SEON offers modular fraud prevention tools with a free tier... particularly accessible to small and mid-market businesses” Claude Haiku 4.5 · Ecommerce fraud · budget prompt · first choice

“I'd recommend starting with ClearSale or SEON as they specifically target mid-market businesses” MiniMax M2.5 · Ecommerce fraud · direct prompt · first choice

“SEON is highly recommended for mid-market B2B companies that have an in-house operations or risk team” Gemini 3.5 Flash · Ecommerce fraud · direct prompt · first choice

“the strongest default choice is SEON if you want an API-first, fast-deploying platform” Perplexity Sonar · 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.

“SEON is often featured for flexible fraud signals, but it is not as clearly the cheapest option” Perplexity Sonar · Ecommerce fraud · budget prompt · soft negative

“SEON — Mixed Reviews (21% 1-star ratings) ... blackbox nature (opaque ML models)” GLM 4.7 FlashX · Ecommerce fraud · negative prompt · soft negative

“Examples of platforms using this model: Sift, Kount, SEON, Forter” Gemini 3.5 Flash · Ecommerce fraud · negative prompt · soft negative

“custom quotes possible but higher entry” Grok 4.1 Fast · Ecommerce fraud · budget prompt · soft negative

Named alongside

The products named in the same answers as SEON, over the 121 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and SEON was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Signifyd81 of 12120Compare →

Sift70 of 1217Compare →

Riskified59 of 1217Not among the top eight

Stripe Radar52 of 12113Compare →

Kount49 of 1210Not among the top eight

Forter47 of 1212Not among the top eight

NoFraud44 of 12126Compare →

ClearSale31 of 1212Compare →

Fingerprint21 of 1210Not among the top eight

Chargeflow13 of 1210Not 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 SEON. 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 116 of the 121 answers that named SEON and are not a share of its labels.

Domains cited

g2.com73

fraud.net60

learn.g2.com58

clickpost.ai53

guideflow.com52

cside.com50

seon.ioYour site47

fingerprint.com46

whop.com38

shuftipro.com36

466 of the 513 domain citations in answers naming SEON came from somebody else's page.

Pages cited

g2.com/categories/e-commerce-fraud-protection61

learn.g2.com/best-e-commerce-fraud-protection-software54

clickpost.ai/blog/ecommerce-fraud-prevention-software53

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

cside.com/blog/ecommerce-fraud-prevention-software42

fingerprint.com/blog/e-commerce-fraud-prevention-software42

whop.com/blog/ecommerce-fraud-prevention-tools38

shuftipro.com/blog/best-ecommerce-fraud-prevention-software35

Pages are listed as the models cited them.

Search and answers

Where SEON stands in Google search beside where it stands in the models' answers.

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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”

Searches for its name, Google: 2,900 a month (“seon”)
AI search demand for its name, est.: 1,709 a month
Organic visits to its site: about 24,522 a month
Searches its site ranks for: 5,310 · 305 in the top three
Sites linking to it: 7,315
Paid Google search: 5 searches its ads show for, about 19 clicks and $0 a month (estimate)

Ads on GoogleDetailLess

92 ads · 87 text, 4 image, 1 video · 71 shown in the last 30 days

First shown January 2025, as SEON Technologies Korlátolt Felelösségü Társaság, verified. Ads started 2025-11 to 2026-10: 47 in the year, 45 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

16%

rank 1 of 70 in ecommerce fraud

First choices

across its categories

Named in: 121 answers
Its own site cited: in 116 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 seon.io

1,403

subdomains included

Content

850

counted in the table below

Documentation

Product · Integration

22 · 2

Kind	Pages	Last 90 days	Latest	Categories named
Blog	535	12	2026-10-02	Chargeback management
News or press	122	11	2026-09-29	Chargeback management
Case study	54	2	2026-09-18
Webinar or virtual event	50	3	2026-09-03
Report or ebook	38	2	2026-08-17
Comparison	31	2	2026-09-24
Conference or event	9	0	2026-01-30
Glossary or explainer	9	0	2025-12-01
Template or tool	2	0	2022-04-11

Most recent

2026-10-02The case for operators who want to move faster blog
2026-09-30Buy now pay later uk regulation what changed blog
2026-09-29Deemoney selects seon for real time fraud and aml protection news or press
2026-09-29Announcements news or press
2026-09-29Product news news or press
2026-09-28Fatf published a gambling risk list and part of it belongs to banks blog

How it is countedHide how it is counted

Every page seon.io 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.

Names read as SEON

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

Seon 2

Follow SEON

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

SEON is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: The AI Command Center for Fraud Prevention & AML Compliance
seon.io
For: fraud and AML leaders
seon.io
Price stated: $699 per month; Custom pricing for your needs seon.io/pricing
Starting price: 699 seon.io/pricing
Free plan or trial: Request a free trial seon.io/pricing
Certifications: ISO 2700127017SOC 2 Type IIGDPRCCPADigital Operational Resilience ActPCI DSS - SAQ A-EPETSI TS 119 461
Hosting: Ireland, EU (AWS EU-West-1)Northern Virginia, US (AWS US-East-1)Singapore (AWS ap-southeast-1)UAE, Dubai (AWS ME-Central-1)
Customers named: BiltPayopLottolandCardmarkettbi BankNOTYDRevolutSoftBet
Not stated on the pages read: Integrations

What SEON's own pages state, read October 5, 2026: seon.io, seon.io/pricing, trust.seon.io, seon.io/products/case-management, seon.io/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 SEON'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 SEON, 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 SEON by email, built from the raw record of the edition. It shows:

where SEON 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 SEON, 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.

Badges

Wins only: a badge exists where SEON is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.

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AI models recommend SEON first in Ecommerce fraud prevention this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.

Wide · 320 × 104 Website, beside other badges

Show the code

<a href="https://finance-ai-index.com/receivables/ecommerce-fraud-prevention/"><img src="https://finance-ai-index.com/badges/2026-10/seon--ecommerce-fraud-prevention-wide.svg" alt="AI models' first choice in Ecommerce fraud prevention, October 2026 Edition, Finance AI Recommendation Index" width="320" height="104"></a>

Copy the code as it is. The link is part of the badge: it points at the Ecommerce fraud prevention standing, where the claim can be checked.

Square · 240 × 240 LinkedIn, slides

Show the code

<a href="https://finance-ai-index.com/receivables/ecommerce-fraud-prevention/"><img src="https://finance-ai-index.com/badges/2026-10/seon--ecommerce-fraud-prevention-square.svg" alt="AI models' first choice in Ecommerce fraud prevention, October 2026 Edition, Finance AI Recommendation Index" width="240" height="240"></a>

Copy the code as it is. The link is part of the badge: it points at the Ecommerce fraud prevention standing, where the claim can be checked.

Compact · 200 × 56 Email signature, footer

Show the code

<a href="https://finance-ai-index.com/receivables/ecommerce-fraud-prevention/"><img src="https://finance-ai-index.com/badges/2026-10/seon--ecommerce-fraud-prevention-compact.svg" alt="AI models' first choice in Ecommerce fraud prevention, October 2026 Edition, Finance AI Recommendation Index" width="200" height="56"></a>

Copy the code as it is. The link is part of the badge: it points at the Ecommerce fraud prevention standing, where the claim can be checked.

Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.