aisnoopy cloud application deployment platforms

Markets cloud application deployment platforms 48 brands heroku.com

Heroku

How often is it named?

15/36

9 of 48 brands, across 6 questions about cloud application deployment platforms.

How is it described?

Not measured yet — nothing has asked about Heroku by name.

Its 15 mentions come from neutral questions, which show how often it comes up but not how it is characterised.

Also named in 4 other markets.

+33 more brands named at least once ranked below the top 12
17= GitHubgithub.com 925%
34= PlanetScaleplanetscale.com 26%
34= PythonAnywherepythonanywhere.com 26%
34= Surgesurge.sh 26%
37= AWS Bedrockaws.amazon.com 13%
37= Apache OpenWhiskopenwhisk.apache.org 13%
37= Cloud Foundrycloudfoundry.org 13%
37= Google Vertex AIcloud.google.com 13%
37= LlamaIndexllamaindex.ai 13%
37= Microsoft Semantic Kernel 13%
37= Ollamaollama.com 13%
37= OpenAI Platformplatform.openai.com 13%
37= Replit Deploymentsreplit.com 13%

3 brands in this market were named in none of the 36 answers: AWS Amplify, Bitbucket, GitLab.

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

Vercel Netlify Render Railway Fly.io Heroku Kubernetes Docker Supabase GitHub DigitalOcean App Platform DigitalOcean Knative OpenFaaS LangChain Hugging Face 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 3 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. The 1 least-named brands are left off so the rest can be labelled; the table above has every one of them. Not plotted, having no ranked domain: AWS, Microsoft Azure, Google Cloud Run, Google Cloud Platform, AWS Lambda, AWS ECS/Fargate and 15 more.

Rank correlation -0.03 across 16 brands — a description of this picture, not a claim about the market as a whole.

By question

QuestionAnswersNamed it
What are the best cloud application deployment platforms? 6/6
What platforms let me deploy a web app in minutes? 5/6
Which platform offers the cheapest pricing for small apps? 2/6
Which platforms are best for hosting AI agent apps? 2/6
Which platform has the fastest build and deploy times? 0/6
What are good options for deploying serverless functions? 0/6

Where it lands when answers rank brands

median position 6 of about 13
in the top three 7% of ranked answers
from 15 ranked answers
95% interval 27–58% on its own count

The two assistants

AssistantNamed it
anthropic 9/18 (50%)
openai 6/18 (33%)

Also named in

Heroku across all 5 markets →

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Method

market cloud application deployment platforms
brands compared 48
answers 36
web prominence Tranco #5,566
owned by Salesforce

Heroku is counted by the same matcher as every other brand here, against the same list of names, from the same answers. It gets no extra aliases and no special handling.

Web search was off, so this measures what the models already know rather than what they would retrieve today. A difference smaller than about 12 points is not meaningful.

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.