GTM AI Index

Index › Vendors › Stripe · September 2026 Edition

1 category · Named, not ranked

Stripe

7Judge labels

0First choices

5Negative labels

6 of 12Models named it

1Category

September 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-09-16.3, every buyer segment counted.

Standing

4 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Stripe was named 4 times in Billing, where Chargebee led with 58%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business63 of 67

under the label threshold

Mid-market57 of 57

under the label threshold

Enterprise48 of 53

under the label threshold

In billing · 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 Stripe 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
Billing and subscription management	Revenue operations	0%	57 of 57	75%	4	under 10 labels · led by Chargebee at 58%

Movement

This is the first edition on this tier, so no move can be computed for Stripe yet. The next is due October 1, 2026. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Stripe across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	Mention	Negative	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	0	0	0
DeepSeek V4 Flash	0	0	0
Llama 4 Maverick	0	0	0
Qwen 3.7 Flash	0	1	1
Kimi K2	0	0	0
GLM 4.7 FlashX	0	1	1
MiniMax M2.5	1	0	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

Direct1 labelNone

Paraphrase0 labelsNone

Comparative0 labelsNone

Budget-constrained1 labelNone

Scale-constrained1 labelNone

Negative4 labelsNone

First choiceAlternativeMentionNegative7 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.

“High-Risk Platforms (Avoid if Possible): Stripe Billing/Stripe: Highest risk score (91/100 on SaaS Flags)” Grok 4.1 Fast · Billing · negative prompt · hard negative

“Stripe - Risk Score: 91/100 (Severe) ... Account freezes, held funds, and abrupt terminations” GLM 4.7 FlashX · Billing · negative prompt · hard negative

“Stripe (use with caution) - Highest documented complaint volume” Qwen 3.7 Flash · Billing · negative prompt · soft negative

Named alongside

The products named in the same answers as Stripe, over the 7 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Stripe was named but was not.

ProductSame answerTook the first choice insteadHead to head

Chargebee6 of 73Not in the top three

Zuora5 of 71Not in the top three

Recurly4 of 72Not in the top three

Paddle4 of 70Not in the top three

Stripe Billing3 of 70Not in the top three

HubSpot1 of 71Not in the top three

Recharge1 of 71Not in the top three

Stax Bill1 of 71Not in the top three

Apollo.io1 of 70Not in the top three

Baremetrics1 of 70Not in the top three

A head-to-head page exists where both products are in a category's top three. 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 Stripe. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 1 of the 7 answers that named Stripe and are not a share of its labels.

Domains cited

appfrontier.com1

billingplatform.com1

chargebee.com1

developer.north.com1

financialmodelslab.com1

fintechzoom.com1

l4sb.com1

linkedin.com1

liveplan.com1

maxio.com1

Ten of the ten domain citations in answers naming Stripe came from somebody else's page.

Pages cited

appfrontier.com/blog/salesforce-subscription-billing-struggles1

billingplatform.com/blog/subscription-billing-solutions-drive-revenue-growth1

chargebee.com/blog/recurring-billing-issues1

developer.north.com/blog/subscription-payment-challenges1

financialmodelslab.com/blogs/blog/subscription-based-business-models-pros-cons1

fintechzoom.com/uncategorized/best-subscription-billing-platforms-startups1

l4sb.com/blog/the-hidden-risks-of-hard-to-cancel-subscription-services1

linkedin.com/pulse/hidden-risks-subscription-based-revenue-models-mcdaccg-imlcc1

Pages are listed as the models cited them.

Names read as Stripe

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

Stripe Billing/Stripe 1

The company

Stripe.

Website: stripe.com
Headquarters: San Francisco, Ireland
Founded: 2010
Employees: about 8,000 (2022)
Ownership: Part of Q140991293

From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn · Crunchbase

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 Stripe'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 Stripe, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at stripe.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.