Duke, the AI teammate, works inside every app.AEO Agent · Marketing AI · Free tool · 2025
Optimize your site for the engines that answer, not just the ones that rank.
AEO Agent analyzes a website's content against the way modern AI engines retrieve and cite sources, then generates recommendations to improve visibility in featured snippets, voice search, and direct-answer formats.
Overview
Search is fragmenting. Google AI Overviews, ChatGPT, Perplexity, and Claude all surface answers differently — and the content patterns that ranked on classic Google don't always get cited by the engines that now mediate B2B research.
The challenge
There's no reference architecture for AEO. Citation patterns differ per engine, change weekly, and require continuous measurement. The tool had to do real reasoning over content — not just keyword matching.
Our approach
A supervisor-worker agent system: a planner decomposes the optimization task, retrieval workers query the relevant AI engines, an evaluator scores citation-worthiness on a custom rubric, and a writer agent produces revisions with answer capsules and structured data. All runs flow through an eval suite.
The result
A free, unlimited tool that shipped to thousands of users in its first month. Marketing teams use it to prioritize content rewrites that move citation rates upward across multiple AI engines.
Stack
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