Finance AI Index

Index › Products › Shopify · October 2026 Edition

1 category · Named, not ranked

Shopify

2Judge labels

0First choices

0Negative labels

2 / 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

1 label, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Shopify was named 1 time 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 businessnot named

No model named it for this buyer.

Mid-market71 of 81

under the label threshold

Enterprisenot named

No model named it for this buyer.

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 Shopify 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	0%	71 of 81	0%	1	under 10 labels · led by Chargeflow at 24%

Movement

This is the first edition on this tier, so no move can be computed for Shopify 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 Shopify across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	Mention	Labels
Claude Haiku 4.5	0	0
GPT-5.4 mini	0	0
Gemini 3.5 Flash	0	0
Perplexity Sonar	0	0
Grok 4.1 Fast	0	0
Mistral Small	0	0
DeepSeek V4 Flash	0	0
Llama 4 Maverick	0	0
Qwen 3.7 Flash	0	0
Kimi K2	0	0
GLM 4.7 FlashX	0	0
MiniMax M2.5	0	0
GPT-6 Luna	0	0
Muse Glimmer 30B	1	1

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

Direct0 labelsNone

Paraphrase0 labelsNone

Comparative1 labelNone

Budget-constrained0 labelsNone

Scale-constrained1 labelNone

Negative0 labelsNone

First choiceAlternativeMentionNegative2 labels in all, every segment counted; 0 of the 0 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.

No positive label carried a quote.

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 Shopify, over the 2 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Shopify was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Chargebacks9111 of 21Not among the top eight

Midigator1 of 21Not among the top eight

Adyen1 of 20Not among the top eight

Chargeback.com1 of 20Not among the top eight

Chargeflow1 of 20Not among the top eight

Ethoca1 of 20Not among the top eight

Justt1 of 20Not among the top eight

Kount1 of 20Not among the top eight

Riskified1 of 20Not among the top eight

Sift1 of 20Not 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 Shopify. 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 2 of the 2 answers that named Shopify and are not a share of its labels.

Domains cited

guideflow.com2

capterra.ca1

chargeback.io1

chargebackstop.com1

clear.bank1

dashdevs.com1

devopsschool.com1

finix.com1

fintechspecs.com1

getapp.com1

Eleven of the eleven domain citations in answers naming Shopify came from somebody else's page.

Pages cited

capterra.ca/directory/33796/chargeback-management/software1

chargeback.io/blog/best-chargeback-prevention-software1

chargebackstop.com/chargeback-management-software1

clear.bank/learn/insights/embedded-payments1

dashdevs.com/blog/best-chargeback-management-software1

devopsschool.com/forum/d/2593-what-are-the-top-10-chargeback-management-tools1

finix.com/resources/blogs/embedded-payments-for-saas-20261

fintechspecs.com/blog/best-chargeback-management-tools-saas1

Pages are listed as the models cited them.

Search and answers

shopify.com ranks 6 on Google for the category's searches. In the answers, Shopify 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: 1,000,000 a month (“shopify”)
AI search demand for its name, est.: 38,067 a month
Organic visits to its site: about 3,486,997 a month
Searches its site ranks for: 307,288 · 17,862 in the top three
Sites linking to it: 2,780,345
Paid Google search: 24 searches its ads show for, about 337 clicks and $3,351 a month (estimate)

Ads on GoogleDetailLess

110+ ads · 70 text, 38 video, 2 image · 110 shown in the last 30 days

First shown August 2022, as Shopify Inc., verified. Ads started 2025-10 to 2026-09: 49 in the year, 61 before. 10 more by other advertisers linking to it.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

rank 71 of 81 in chargeback management

Segment leader

24%

Chargeflow

First choices: 0 across its categories
Named in: 2 answers
Its own site cited: in 2 of the answers that named it

Search figures are US estimates from DataForSEO, read September 28, 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 shopify.com

33,431

subdomains included

Content

19,600

counted in the table below

Documentation

6,632

Product · Integration

24 · 13

Kind	Pages	Last 90 days	Latest
Blog	16,595	4	2026-09-28
Conference or event	1,020	2	2026-07-02
Glossary or explainer	698	27	2026-09-22
Comparison	467	undated
Report or ebook	226	12	2026-09-15
Case study	212	undated
Webinar or virtual event	165	undated
Template or tool	106	undated
Podcast or video	94	15	2026-08-26
News or press	17	0	2026-04-29

Most recent

2026-09-28Organic growth meaning blog
2026-09-24Admin new look blog
2026-09-22What is link payment glossary or explainer
2026-09-22What is quickbooks glossary or explainer
2026-09-22101 ecommerce basics glossary or explainer
2026-09-22What is link payment glossary or explainer

How it is countedHide how it is counted

Every page shopify.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 September 29, 2026.

Follow Shopify

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

Shopify is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: The All-in-One Commerce Platform for Businesses
shopify.com
For: Businesses; from entrepreneurs to enterprise
shopify.com
Price stated: Start for free shopify.com
Starting price: 3 days free, then $1/month for 3 months shopify.com/pricing
Free plan or trial: Try Shopify free shopify.com
Integrations claimed: 21000 shopify.com · 1000 shopify.com/pricing pages disagree
Certifications: Level 1 PCI DSS compliantPCI compliant by defaultSOC 2 Type IISOC 3SOC2 Type II compliance
Hosting: nearly every country in the world
Customers named: Steve MaddenOrnot BikeGlossierHouseplantKOTNEastforkMonosStanley 1913

What Shopify's own pages state, read September 28, 2026: shopify.com, shopify.com/pricing, shopify.com/zh/security, shopify.com/plus/platform, shopify.com/case-studies. 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 Shopify'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 Shopify, 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 Shopify by email, built from the raw record of the edition. It shows:

where Shopify 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 Shopify, 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.