AWS Bedrock: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about ai app builders, AWS Bedrock ranks #11 of 15, a Visibility Score of 8 in AI App Builders .
These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.
Enterprise name-drop only; never the first choice anyone makes.
Where it wins. AWS Bedrock holds a foothold in enterprise-framed prompts, showing up in 10% of mentions overall. That narrow recognition keeps it on the board against Google Vertex AI and Databricks.
Where it loses. A 0% first-pick rate across all prompts tells the real story: it ranks 11th of 15 and is absent from seven major prompt themes, including every budget, startup, feature, and best-overall conversation.
AI-generated analysis of the July 2026 measurements.
ChatGPT 
Claude 
Gemini Share of each theme's answers that mention AWS Bedrock. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Use-case fit · Top tools in 2026 · Startup & small team · Feature-led ask · If you could pick one · Budget & alternatives
Share of AWS Bedrock's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Scores are measured from real AI answers, refreshed monthly. Methodology.
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