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Finance AI Index
Index › Products › Chargeblast · October 2026 Edition
1 category · Ranked

Chargeblast

44Judge labels
11First choices
5Negative labels
13 / 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.
Best standing
15% in Chargeback management for small business buyers
Rank 6 of 81 in the mid-market standingaccepted challenger
3 of 14 models made it the first choice on the direct prompt; 0% of its 12 labels there were negative.
What the models named instead of Chargeblast →
By buyer segmentStrongest at small business.
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 Chargeblast 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 billing6%6 of 810%12accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Chargeblast 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 Chargeblast 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 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash01102
Perplexity Sonar01102
Grok 4.1 Fast00000
Mistral Small00000
DeepSeek V4 Flash11103
Llama 4 Maverick00101
Qwen 3.7 Flash00000
Kimi K201001
GLM 4.7 FlashX10001
MiniMax M2.501001
GPT-6 Luna00000
Muse Glimmer 30B10001

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
Direct16 labels8
Paraphrase1 label1
Comparative9 labelsNone
Budget-constrained9 labels1
Scale-constrained3 labels1
Negative6 labels1not counted in share
First choiceAlternativeMentionNegative44 labels in all, every segment counted; 11 of the 12 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.

“ChargeBlast is the strongest fit for mid-market dispute teams that need deadline-driven representment workflows” Muse Glimmer 30B · Chargeback management · direct prompt · first choice
“Start with Chargeblast or Chargeflow for mid-market companies” GLM 4.7 FlashX · Chargeback management · direct prompt · first choice
“my top recommendation is ChargeBlast” DeepSeek V4 Flash · Chargeback management · direct prompt · first choice
“Start with pay-per-alert services like Chargeback.com ($35/alert) or Chargeblast ($0.05/order)” MiniMax M2.5 · 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 Chargeblast, over the 44 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Chargeblast was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Signifyd9 of 440Not among the top eight
ChargebackStop7 of 440Not among the top eight
Ethoca7 of 440Not among the top eight
Kount7 of 440Not among the top eight
Verifi7 of 440Not 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 Chargeblast. 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 44 of the 44 answers that named Chargeblast and are not a share of its labels.

Domains cited

chargeflow.io31
chargeback.io29
guideflow.com25
getapp.com23
softwareadvice.com20
g2.com19
beastinsights.com18
chargeblast.comYour site16
shopiator.com15
fintechspecs.com14

194 of the 210 domain citations in answers naming Chargeblast came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

chargeblast.com ranks 9 on Google for the category's searches. In the answers, Chargeblast 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”
9
Searches for its name, Google
1,000 a month (“chargeblast”)
AI search demand for its name, est.
12 a month
Organic visits to its site
about 19,270 a month
Searches its site ranks for
5,746 · 338 in the top three
Sites linking to it
1,588
Paid Google search
No ads found in the estimate; that does not mean it runs none
Ads on GoogleDetailLess
60 ads · 40 text, 16 image, 4 video · 11 shown in the last 30 days

First shown April 2024, as Seaport Software LLC, verified. Ads started 2025-11 to 2026-10: 36 in the year, 24 before. 2 more by other advertisers linking to it.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
6%
rank 6 of 81 in chargeback management
Segment leader
24%
Chargeflow
First choices
11 across its categories
Named in
44 answers
Its own site cited
in 44 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 chargeblast.com
1,382
subdomains included
Content
1,154
counted in the table below
Documentation
182
Product · Integration
0 · 18
KindPagesLast 90 days2025-11 to 2026-10LatestCategories named
Blog893242026-10-02Chargeback management, Payment orchestration
Comparison14142026-09-30Chargeback management
Glossary or explainer9932026-08-21
Case study902025-06-03
Template or tool902026-04-06
Report or ebook3undated
How it is countedHide how it is counted

Every page chargeblast.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.

Names read as Chargeblast

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

Follow Chargeblast

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

Chargeblast is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
Chargeback Prevention Software
For
ecommerce merchants
Price stated
Only pay for successfully won disputes. chargeblast.com
Starting price
14 chargeblast.com/pricing
Integrations claimed
45 chargeblast.com · 35 chargeblast.com/pricing pages disagree
Certifications
PCI QI CompliantVerified Stripe PartnerShopify PartnerOfficial Stripe Partner
Not stated on the pages read
Free plan or trial, hosting, customers

What Chargeblast's own pages state, read October 5, 2026: chargeblast.com, chargeblast.com/pricing, chargeblast.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 Chargeblast'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 Chargeblast, 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 Chargeblast by email, built from the raw record of the edition. It shows:

  • where Chargeblast 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 Chargeblast, 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 chargeblast.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.