Report card

Do AI agents pick AWS API Gateway?

How often agents choose AWS API Gateway when a developer needs api gateway — measured across Claude, GPT, Gemini.

AWS API Gateway

#1 of 5 api gateway
13%Pick Rate
95% CI 10%18%

When developers ask an AI agent for api gateway, AWS API Gateway is picked 13% of the time — ranking #1 of 5 measured across Claude, GPT, Gemini.

Picked 13% Named, not picked 60% Never surfaced 27%

Top pick in the category. 🟢

Awareness

1.5M package downloads / week

Known but not preferred — widely used, but agents pick competitors. That's a preference problem, not awareness.

0 docs in FineWeb (10BT sample) · 9 URLs in Common Crawl

In the raw web crawl, but thin in the filtered corpus models actually train on — an awareness gap at the source.

Agent readiness

Level 1 · Basic Web Presence · 3/16 agent standards

AWS API Gateway is missing Link headers, DNS-AID records, Markdown for agents, Content Signals. Readiness is what a site publishes for agents, not whether agents pick it — across our corpus the two barely correlate. Scored by Cloudflare's Agent Readiness score.

AdoptionDid the pick convert to installs? Public Adoption = npm downloads of your packages. The proof half of the funnel.

6.0M installs / month ▲ 5% MoM

Installs are roughly flat month over month.

Get the full report

The per-model and per-surface breakdown for AWS API Gateway — where it wins, where it loses, and to whom — plus an alert when the Pick Rate moves.

About AWS API Gateway

AWS API Gateway is a managed service for creating, publishing, and securing APIs that connect web and mobile applications to backend services.

Amazon API Gateway lets developers define HTTP, REST, and WebSocket APIs that front backends running on AWS Lambda, EC2, or external web services. It handles authentication, authorization, traffic management, and request/response transformation, making it suitable for teams building mobile and web application backends without managing API infrastructure directly.

Where to start

Start by creating an API in the AWS Console or via the AWS SDK, defining your resources and methods, then connecting them to a backend integration such as a Lambda function. The JavaScript SDK package @aws-sdk/client-api-gateway can be used to manage API Gateway resources programmatically.

Install

Links and summary verified from public sources.

The rest of the API Gateway ranking

← Full API Gateway leaderboard · How this is measured

AWS API Gateway — do AI agents pick it? · Pickrate