Finance AI Index

Index › Products › ChargeMate · October 2026 Edition

1 category · Named, not ranked

ChargeMate

13Judge labels

6First choices

1Negative labels

6 / 14Models named it

1Category

October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.

Standing

5 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. ChargeMate was named 5 times in Chargeback management, where Chargeflow led with 24%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business5 of 92

under the label threshold

Mid-market9 of 81

under the label threshold

Enterprise67 of 82

under the label threshold

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 ChargeMate 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
Chargeback management	Receivables and billing	6%	9 of 81	0%	5	under 10 labels · led by Chargeflow at 24%

Movement

This is the first edition on this tier, so no move can be computed for ChargeMate 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 ChargeMate 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	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	0	1	1
Mistral Small	1	0	1
DeepSeek V4 Flash	1	0	1
Llama 4 Maverick	0	0	0
Qwen 3.7 Flash	0	0	0
Kimi K2	0	1	1
GLM 4.7 FlashX	1	0	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

Direct3 labels2

Paraphrase1 labelNone

Comparative3 labels1not counted in share

Budget-constrained5 labels4

Scale-constrained0 labelsNone

Negative1 labelNone

First choiceAlternativeMentionNegative13 labels in all, every segment counted; 6 of the 7 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.

“ChargeMate stands out as the best chargeback management tool for a company with a limited budget” Mistral Small · Chargeback management · budget prompt · first choice

“ChargeMate ($10/case flat or 20% on wins, no minimum, no contract) is the strongest overall choice” DeepSeek V4 Flash · Chargeback management · budget prompt · first choice

“My recommendation: Start with ChargeMate's free 3 cases to test the workflow.” GLM 4.7 FlashX · Chargeback management · budget prompt · first choice

“SMB with limited budget → ChargeMate or Chargeflow” Kimi K2 · Chargeback management · comparative 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 ChargeMate, over the 13 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and ChargeMate was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Chargeflow12 of 132Not among the top eight

Chargebacks9119 of 133Not among the top eight

Midigator7 of 131Not among the top eight

Chargeback Gurus5 of 130Not among the top eight

Chargeblast4 of 130Not among the top eight

Justt4 of 130Not among the top eight

Signifyd4 of 130Not among the top eight

Kount3 of 130Not among the top eight

Sift3 of 130Not among the top eight

ChargebackStop2 of 131Not 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 ChargeMate. 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 13 of the 13 answers that named ChargeMate and are not a share of its labels.

Domains cited

chargemate.techYour site13

chargeback.io10

capterra.co.uk8

chargeflow.io8

guideflow.com8

beastinsights.com7

fraud.net7

rfp.wiki7

softwareadvice.com7

g2.com6

Sixty-eight of the eighty-one domain citations in answers naming ChargeMate came from somebody else's page.

Pages cited

chargemate.tech/articles/best-chargeback-management-software-202611

capterra.co.uk/directory/33796/chargeback-management/software8

chargeback.io/blog/best-chargeback-prevention-software8

guideflow.com/blog/chargeback-management-software8

beastinsights.com/best/chargeback-management-software7

softwareadvice.com/category/4793-chargeback-management7

chargeflow.io/6

chargemate.tech/articles/chargeback-management-companies-20266

Pages are listed as the models cited them.

Search and answers

chargemate.tech is not in Google's top ten for any of the category's searches. In the answers, ChargeMate takes 6% 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: 70 a month (“chargemate”)
AI search demand for its name, est.: 1 a month
Organic visits to its site: about 63 a month
Searches its site ranks for: 131 · 1 in the top three
Sites linking to it: 53
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 9 of 81 in chargeback management

Segment leader

24%

Chargeflow

First choices: 6 across its categories
Named in: 13 answers
Its own site cited: in 13 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 chargemate.tech

376

subdomains included

Content

252

counted in the table below

Documentation

Product · Integration

0 · 0

Kind	Pages	Last 90 days	Latest	Categories named
Blog	193	3	2026-09-29	Chargeback management
Comparison	47	0	2026-06-01
Template or tool	10	0	2026-05-13
Glossary or explainer	2	0	2026-05-01

Most recent

2026-09-29Worldpay chargeback guide blog
2026-09-29Paysafe chargeback guide blog
2026-09-23Mastercard gmap guide 2027 blog
2026-06-03Debit card chargeback guide blog
2026-06-03Adyen chargeback guide blog
2026-06-03Braintree chargeback guide blog

How it is countedHide how it is counted

Every page chargemate.tech 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 ChargeMate

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

ChargeMate is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: AI Chargeback Response Generator
chargemate.tech
For: online merchants using Stripe, PayPal, and Shopify
chargemate.tech
Price stated: $8/case or 20% on wins; Free $0 (3 AI generations / month); Starter $29 / mo; Growth $79 / mo; Pro $149 / mo chargemate.tech
Starting price: 0 chargemate.tech
Free plan or trial: 3 free credits, no card required chargemate.tech
Integrations claimed: 8000 chargemate.tech/integrations
Certifications: GDPR CompliantSOC 2 Type IIPCI DSS Level 1
Hosting: EUEU / USUSUS / EU
Not stated on the pages read: Customers

What ChargeMate's own pages state, read October 5, 2026: chargemate.tech, chargemate.tech/security, chargemate.tech/integrations. 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 ChargeMate'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 ChargeMate, 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 ChargeMate by email, built from the raw record of the edition. It shows:

where ChargeMate 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 ChargeMate, 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.