Startup CTO
AI recommendation signal analysis across 60 domains for the Startup CTO persona in Cloud Infrastructure Services.
This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.
Get in touch →How to use this page
See the searches AI runs for itself
When an AI model needs the web to answer, it writes its own search queries. These are those queries, word for word. They show how machines translate buyer questions into searches, so make sure your pages answer the queries the models actually run, not just the ones humans type.
Where the numbers come from
During the LLM runs that used web search, we captured every search query each model issued for this segment's questions. Counts are small by nature: a model typically runs only a handful of these searches per question.
What's on this page
A side-by-side comparison of any two models' queries, and a table of every query with the models that used it.
Compare two models' fanout queries
The exact web searches each model ran while answering Startup CTO questions. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.
- best cloud infrastructure platforms for startups managed database observability pricing startup credits developer platform 2026
- cloud provider startup credits managed infrastructure startups developer velocity
- PaaS cloud platform startups managed Postgres observability deployment pricing
- AWS Activate startup credits official startups cloud infrastructure
- Google Cloud for Startups credits official
- Microsoft for Startups Founders Hub Azure credits official
- DigitalOcean Hatch startup credits official
- Render cloud application hosting managed Postgres pricing official
- Railway deploy applications managed Postgres pricing official
- Fly.io app hosting Postgres pricing docs official
- Vercel frontend cloud infrastructure startups pricing official
- Supabase pricing managed Postgres APIs official
- Cloudflare for Startups credits Workers R2 official
- Heroku pricing managed Postgres startup official
- MongoDB startup program credits Atlas official
- top cloud infrastructure platforms for startups developer velocity managed databases
- "render.com" "railway.app" "fly.io" startups
- best developer focused cloud platforms startups 2026
- best cloud providers for startups avoiding lock in transparent pricing
All fanout queries
Every fanout query for this segment, with how many models used it and which ones. Overlap between models means they translated the same buyer question into the same search, a strong signal that ranking for that query matters.
| Query | LLM Count | LLMs |
|---|---|---|
| "render.com" "railway.app" "fly.io" startups | 1 | Gemini 3.5 Flash |
| aws activate startup credits official startups cloud infrastructure | 1 | GPT 5.5 |
| aws amplify cloudflare workers observability datadog 2026 startups | 1 | Claude Haiku 4.5 |
| aws vs gcp vs azure vs do vs render vs railway startup comparison 2025 | 1 | DeepSeek V4 Pro |
| best cloud infrastructure for startups 2025 developer velocity managed databases | 1 | DeepSeek V4 Pro |
| best cloud infrastructure platforms for startups managed database observability pricing startup credits developer platform 2026 | 1 | GPT 5.5 |
| best cloud infrastructure providers for startups developer velocity 2026 | 1 | Claude Sonnet 5 |
| best cloud infrastructure startups 2026 | 1 | Claude Haiku 4.5 |
| best cloud providers for startups avoiding lock in transparent pricing | 1 | Gemini 3.5 Flash |
| best developer focused cloud platforms startups 2026 | 1 | Gemini 3.5 Flash |
| cloud platform startup credits pricing transparent 2025 | 1 | DeepSeek V4 Pro |
| cloud provider startup credits managed infrastructure startups developer velocity | 1 | GPT 5.5 |
| cloudflare for startups credits workers r2 official | 1 | GPT 5.5 |
| developer-friendly cloud platforms startup engineering | 1 | Claude Haiku 4.5 |
| digitalocean hatch startup credits official | 1 | GPT 5.5 |
| fly.io app hosting postgres pricing docs official | 1 | GPT 5.5 |
| google cloud for startups credits official | 1 | GPT 5.5 |
| heroku pricing managed postgres startup official | 1 | GPT 5.5 |
| managed databases startups supabase planetscale | 1 | Claude Haiku 4.5 |
| microsoft for startups founders hub azure credits official | 1 | GPT 5.5 |
| mongodb startup program credits atlas official | 1 | GPT 5.5 |
| paas cloud platform startups managed postgres observability deployment pricing | 1 | GPT 5.5 |
| railway deploy applications managed postgres pricing official | 1 | GPT 5.5 |
| render cloud application hosting managed postgres pricing official | 1 | GPT 5.5 |
| startup credits program aws gcp azure render vercel fly.io | 1 | Claude Sonnet 5 |
| supabase pricing managed postgres apis official | 1 | GPT 5.5 |
| top cloud infrastructure platforms for startups developer velocity managed databases | 1 | Gemini 3.5 Flash |
| vercel frontend cloud infrastructure startups pricing official | 1 | GPT 5.5 |
| vercel netlify render fly.io comparison startups | 1 | Claude Haiku 4.5 |