SmartDuke Technologies
All work
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.

Visit aeoagent.ai
5
Engines analyzed
Free
Cost to user
100%
Eval coverage
9 weeks
Build duration
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.

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.

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.

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
Next.js 16LangGraphSupabase + pgvectorClaude Sonnet 4.6Langfuse
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