AWS Bedrock: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about ai app builders, AWS Bedrock ranks #12 of 15, a Visibility Score of 9 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.
AWS Bedrock races in one lane and sits near the back.
Where it wins. The only prompt theme where Bedrock gets any traction is 'Enterprise pick,' which at least signals the models associate it with serious infrastructure buyers. An 11% mention rate in AI App Builders puts it on the board in a 15-brand field.
Where it loses. Rank 12 of 15 with zero first-pick selections means buyers hearing AI model recommendations almost never land on Bedrock as their answer, and it is invisible across seven prompt themes including budget, use-case fit, and startup contexts where the adjacent competitors are presumably collecting those mentions instead.
AI-generated analysis of the September 2026 measurements.
ChatGPT 
Claude 
Gemini Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).
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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