aisnoopy 38 brands · 36 answers

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Best api testing softwareaccording to AI assistants

Postman is named most often — in 36 of 36 answers. 6 questions a buyer would type, asked of 2 assistants 3 times each.

+13 more brands named at least once ranked below the top 12
13= Karate 514%
15 Pawpaw.cloud 411%
19= Cypresscypress.io 26%
19= JUnitjunit.org 26%
21= Apidogapidog.com 13%
21= SmartBear TestCompletesmartbear.com 13%
21= Talend API Tester 13%
21= hurl.ithurl.it 13%
21= webhook.sitewebhook.site 13%

13 brands in this market were named in none of the 36 answers: AWS API Gateway, Advanced REST Client, Apigee, AsyncAPI, Datadog, GitHub, GitHub Actions, GitLab and 5 more.

Being a big website barely predicts being named here. The assistants are drawing on something other than raw web prominence.

↑how often assistants name it →how much traffic its website gets

not ranked Postman Insomnia Hoppscotch SoapUI Swagger Katalon Studio Bruno cURL HTTPie Paw Playwright SwaggerHub Stoplight ReadyAPI 36/36 18/36 0/36 smaller sites bigger sites
Top left — punching above their sizea small site, named often
Bottom right — overlooked despite their sizea big site, named rarely
How to read this chart

Across is web prominence — the brand's domain in the Tranco ranking of the world's most-visited sites, on a logarithmic scale, so each step is roughly ten times more prominent. Up is how many of the 36 answers named it.

Every brand with a ranked domain is plotted, including the 1 whose domain is an imperfect stand-in — shared with sibling products, a subdomain, or registered abroad, drawn hollow — because a domain carrying a whole company still plausibly helps that company's products get named. Brands checked against the list and not found sit in the "not ranked" band at the left: their websites are known to be outside the top million, which is a measurement rather than a gap. Brands whose rank belongs to a parent domain, and those never checked, are not plotted at all — an unknown rank cannot be placed. Not plotted, having no ranked domain: Thunder Client, ReadyAPI, REST Assured, JMeter, Karate, Talend API Tester and 1 more.

Rank correlation +0.05 across 13 brands — a description of this picture, not a claim about the market as a whole.

The questions

These belong to the market, not to any brand in it. Each was asked 6 times across two assistants. Questions naming a brand are excluded, since they hand that brand a free mention.

Questions last updated

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Method

market api testing software
brands measured 38
run as subjects 1
questions 6
answers per brand 36
brand list version a31e52e6bc2f

Questions went to the OpenAI and Anthropic APIs with web search off, each in a fresh context with no history. That measures what the models already know about these brands rather than what they would find on the web today, so it is a floor on visibility rather than a replica of any one person's chat.

Repeated measurements of the same brand move within about 12 points, so a difference smaller than that is not meaningful. Brands closer together than that are shown tied rather than ordered.

Sub-brands are counted with their parent: Postman (Newman); Swagger (Swagger Editor, Swagger UI).

How the table is ordered. By how many of the 36 answers named each brand. Brands on the same count share a rank and are shown in the order the assistants tended to list them. A brand counts once per answer, however many times it is named in it.

How close is close. Two brands share a rank only when their counts are identical. Beyond that, a gap smaller than about four answers is inside what this measurement moves between runs — so read near-neighbours as close rather than settled, which is why every row keeps its interval.

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