Vantage research · November 2026 · Developer tools
What AI cites for “best cloud provider for startups”
ChatGPT cited 7 sites, Gemini cited 8 sites, Perplexity cited 8 sites. 1 site was cited by all three.
Updated monthlyNext edition 1 December 2026
ChatGPTGeminiPerplexity dots beside a site: the other engines that cite it too
ChatGPT
7 sites · opens with a sentence · has a table · opening 7 words
- aws.amazon.com
- cloud.google.com
- microsoft.com
- digitalocean.com
- cloudflare.com
- learn.microsoft.com
- stackcredits.com
Brands namedAmazon Web Services, Google Cloud, Microsoft Azure, DigitalOcean, Cloudflare, AWS, AI
Gemini
8 sites · opens with a sentence · has a table · opening 40 words
- thundercompute.com
- instawp.com
- cortavo.com
- fin.ai
- spendark.com
- digitalocean.com
- reddit.comcommunity
- svitla.com
Brands namedMicrosoft Azure, DigitalOcean, Render, AI, Bootstrapped
Perplexity
8 sites · opens with a sentence · has a table · opening 36 words
- thectoclub.com
- techvendorindex.com
- whatisbest.com
- topbusinesssoftware.com
- hostinger.com
- digitalocean.com
- kuberns.com
- zdnet.com
Brands namedDigitalOcean, AWS, Google Cloud, Azure, Cloudflare, Prototype/MVP
Cited by more than one engine
- digitalocean.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best cloud provider for startups”, on all
three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.
More Developer tools questions
Each engine was asked once, in English, as from the United States, on 2026-11-01. Answers change from run to run, so read this as a snapshot. Download the data.