Who AI recommends / Git hosting & engineering intelligence

Which engineering platforms does AI recommend? (2026)

Buyers now ask AI assistants which engineering platforms to use. Every week we ask Google Gemini the same questions and record which brands it recommends, in what order, and how visible each of them is to AI search.

Gemini answers refresh weekly. This week's answers for engineering platforms aren't available yet, so below is our AI visibility leaderboard for the category instead. Check back soon, or run your own check now.

Most AI-visible engineering platforms in our index

1LinearB98/100
2GitLab93/100
3Cortex89/100
4DX86/100
5Port84/100
6GitHub83/100
7Jellyfish82/100
8Bitbucket78/100
9Swarmia77/100
10Humanitec73/100

This is RankRoot's AI visibility score from our homepage crawl, not Gemini's answer. Full ranking: Git hosting & engineering intelligence leaderboard.

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Want it tracked for you? The AI Visibility Employee tracks every week how ChatGPT, Perplexity, Gemini and Claude mention you for your buyer questions, from $149/mo. Or run 10 Gemini prompts a day yourself for 7 days with the Traffic Boost · $49 once

How visible are these brands to AI search? See the Git hosting & engineering intelligence AI visibility leaderboard.

FAQ

Which questions did you ask?

Two typical buyer prompts: "What are the best engineering platforms for a small team in 2026?" and "Which engineering platforms would you recommend for a startup on a budget?". We ask Google Gemini through its official API and refresh the answers weekly.

Is this a ranking of the best products?

No. It records what one AI assistant said when asked, in the order it listed them. Other assistants such as ChatGPT, Claude or Perplexity, or the same assistant on another day, can name different products.

What is the AI visibility score next to each brand?

It comes from RankRoot's AI Visibility Index: a crawl of each product's homepage that checks AI crawler access, answer-ready content, structured data and agent readiness, scored 0 to 100. Brands we have not crawled show as not in our index.

My product isn't on this list. How do I check if AI mentions it?

Run a free AI mention check at https://getrankroot.com/ai-mentions: we ask Gemini the questions your buyers ask and show whether it names you, where it ranks you and who it recommends instead.

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