AI search presence in AI Coding & Vibe Coding
Measured from 80 AI answers to 50 buyer questions that name no product. AWS is named in the answers to 3 of them. Questions that name a product are listed below for its pros and cons but not counted.
Rank#28of 99 brands
Share of voice0.6%questions naming no product
Mentioned in3.8%of 80 answers
Recommended in0%of all answers
Site cited in0%answers with sources
Avg. position—when listed
Questions where AI names AWS
- Is it worth paying for a prompt-to-app platform with hosting and a managed database, or should we just use an AI coding agent with our own infrastructure?named in 1 of 1 answer“Vercel / Cloudflare / AWS”
- Is it cheaper to use a prompt-to-app platform with built-in hosting and a database, or an AI coding agent plus our own cloud infrastructure?named in 1 of 1 answer“Claude Code or another coding agent, with Vercel / AWS and Supabase / managed PostgreSQL.”
- Is it cheaper to use a prompt-to-app platform with built-in hosting and a managed database, or an AI coding agent plus our own cloud?named in 1 of 1 answer“Examples: Cursor or other AI coding agents, combined with AWS, Google Cloud, or Azure.”
AI search presence in E-commerce Platforms
Measured from 50 AI answers to 50 buyer questions that name no product. AWS is named in the answers to 1 of them. Questions that name a product are listed below for its pros and cons but not counted.
Rank#37of 97 brands
Share of voice0.3%questions naming no product
Mentioned in2%of 50 answers
Recommended in0%of all answers
Site cited in0%answers with sources
Avg. position—when listed
Questions where AI names AWS
AI search presence in Lead Generation & Prospecting
Measured from 52 AI answers to 52 buyer questions that name no product. AWS is named in the answers to 1 of them. Questions that name a product are listed below for its pros and cons but not counted.
Rank#75of 101 brands
Share of voice0.3%questions naming no product
Mentioned in1.9%of 52 answers
Recommended in0%of all answers
Site cited in0%answers with sources
Avg. position—when listed
Questions where AI names AWS
AI search presence in AI Agents & Automation
Measured from 80 AI answers to 46 buyer questions that name no product. AWS is named in the answers to 1 of them. Questions that name a product are listed below for its pros and cons but not counted.
Rank#111of 170 brands
Share of voice0.2%questions naming no product
Mentioned in1.3%of 80 answers
Recommended in0%of all answers
Site cited in0%answers with sources
Avg. position—when listed
Questions where AI names AWS
AI search presence in CI/CD & Deployment
Measured from 53 AI answers to 53 buyer questions that name no product. AWS is named in the answers to 1 of them. Questions that name a product are listed below for its pros and cons but not counted.
Rank#46of 175 brands
Share of voice0.2%questions naming no product
Mentioned in1.9%of 53 answers
Recommended in0%of all answers
Site cited in0%answers with sources
Avg. position—when listed
Questions where AI names AWS
AI search presence in Cloud IDEs & Development Environments
Measured from 40 AI answers to 40 buyer questions that name no product. AWS is named in the answers to 3 of them. Questions that name a product are listed below for its pros and cons but not counted.
Rank#21of 74 brands
Share of voice1.1%questions naming no product
Mentioned in7.5%of 40 answers
Recommended in2.5%of all answers
Site cited in0%answers with sources
Avg. position—when listed
Questions where AI names AWS
- Which cloud development platforms support SAML or OIDC single sign-on with common identity providers?Recommendedpositivenamed in 1 of 1 answer“Broad cloud infrastructure development | AWS, Azure or Google Cloud”
- How do cloud development environments handle GPU access and per-user resource limits for machine learning work?named in 1 of 1 answer“AWS Documentation”
- Which cloud development platforms expose an MCP server so AI agents can call platform tools and read project context?named in 1 of 1 answer“AWS | AWS APIs, infrastructure, documentation, ECS, EKS, Lambda | Multiple first-party and AWS Labs servers”
