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Finance AI Index
Index › Products › Verifi · October 2026 Edition
2 categories · Ranked

Verifi

47Judge labels
0First choices
9Negative labels
14 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
0% in Chargeback management for mid-market buyers
Rank 16 of 81 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 17% of its 18 labels there were negative.
What the models named instead of Verifi →
By buyer segmentRead the same way at every buyer size.
In chargeback management · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Verifi 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.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
Chargeback managementReceivables and billing0%16 of 8117%18accepted challenger
Ecommerce fraud preventionReceivables and billing0%45 of 700%2under 10 labels · led by SEON at 16%

Movement

This is the first edition on this tier, so no move can be computed for Verifi 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 Verifi across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500101
GPT-5.4 mini00000
Gemini 3.5 Flash01102
Perplexity Sonar01023
Grok 4.1 Fast01001
Mistral Small10304
DeepSeek V4 Flash01012
Llama 4 Maverick00000
Qwen 3.7 Flash01001
Kimi K201001
GLM 4.7 FlashX01001
MiniMax M2.501001
GPT-6 Luna00101
Muse Glimmer 30B01102

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
Direct4 labelsNone
Paraphrase1 labelNone
Comparative16 labels1not counted in share
Budget-constrained4 labelsNone
Scale-constrained9 labelsNone
Negative13 labels2not counted in share
First choiceAlternativeMentionNegative47 labels in all, every segment counted; 0 of the 3 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.

“such as cside, Verifi, or Chargeflow, which have strong reputations and transparent processes” Mistral Small · Chargeback management · negative prompt · first choice
“Verifi is Visa-backed (Visa network). Both operate through a reseller channel, so pricing varies.” MiniMax M2.5 · Chargeback management · comparative prompt · alternative
“Verifi is a chargeback solution that helps merchants globally with dispute and fraud prevention.” Muse Glimmer 30B · Chargeback management · comparative prompt · alternative
“Look instead for transactional-based tools (pay-per-case) like Chargebacks911 or Verifi” Qwen 3.7 Flash · Chargeback management · negative 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.

“Tools with "Per-Alert" Pricing (e.g., Verifi, Ethoca via third-party resellers, Chargeblast) ... Verdict: Avoid unless you can clearly measure the direct ROI” DeepSeek V4 Flash · Chargeback management · negative prompt · hard negative
“alert networks like Verifi and Ethoca are useful, but manual handling "doesn't scale,"” Perplexity Sonar · Chargeback management · negative prompt · soft negative
“more specialized enterprise/processor-oriented option rather than the cheapest fit” Perplexity Sonar · Chargeback management · budget prompt · soft negative

Named alongside

The products named in the same answers as Verifi, over the 47 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Verifi was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Chargebacks91133 of 4710Not among the top eight
Chargeflow28 of 478Not among the top eight
Ethoca27 of 470Not among the top eight
Signifyd21 of 471Not among the top eight
Midigator18 of 473Not among the top eight
Justt18 of 471Not among the top eight
Kount14 of 470Not among the top eight
Sift12 of 470Not among the top eight
Chargeblast7 of 472Not among the top eight
Chargeback Gurus6 of 471Not 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 Verifi. 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 43 of the 47 answers that named Verifi and are not a share of its labels.

Domains cited

guideflow.com23
chargeflow.io22
chargeback.io21
fraud.net18
seon.io16
chargebacks911.com14
chargebackstop.com13
capterra.ca12
fintechspecs.com12
getapp.com12

163 of the 163 domain citations in answers naming Verifi came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

verifi.com is not in Google's top ten for any of the category's searches. In the answers, Verifi takes 0% of first choices and Chargeflow takes 24%.
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In search

Google, US estimates
Position for “chargeback management tool”
–
not in the top ten
Position for “chargeback management tools”
–
not in the top ten
Searches for its name, Google
6,600 a month (“verifi”)
AI search demand for its name, est.
142,703 a month
Organic visits to its site
about 3,770 a month
Searches its site ranks for
704 · 62 in the top three
Sites linking to it
1,430
Paid Google search
No ads found in the estimate; that does not mean it runs none
Ads on GoogleDetailLess
46 ads · 46 text · 39 shown in the last 30 days

First shown November 2024, as Verifi, Inc., verified. Ads started 2025-11 to 2026-10: 6 in the year, 40 before.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
0%
rank 16 of 81 in chargeback management
Segment leader
24%
Chargeflow
First choices
0 across its categories
Named in
47 answers
Its own site cited
in 43 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

ShowHide
Addresses on verifi.com
26
subdomains included
Content
4
counted in the table below
Documentation
0
Product · Integration
0 · 5
KindPagesLast 90 days2025-11 to 2026-10LatestCategories named
Webinar or virtual event302025-02-14
Blog102025-03-18

Most recent

How it is countedHide how it is counted

Every page verifi.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.

Names read as Verifi

What the judge wrote, as written, with how often. The vendor table decides that these count as Verifi; a claim can dispute any of them.
Verifi (Visa) 3

Follow Verifi

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.

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 Verifi'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 Verifi, 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 Verifi by email, built from the raw record of the edition. It shows:

  • where Verifi 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 Verifi, 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.
The subscriber app

A verification link goes to your work email; an address at verifi.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.