Agent skill · marketing growth · alirezarezvani
aeo
Use when content should be cited by ChatGPT, Perplexity, Claude or Gemini (answer engine optimization), before rewriting it. Scores E-E-A-T and structure with aeo_audit.py, rewrites with aeo_optimizer.py and logs citations with citation_tracker.py.
Why this skill is useful
Adds specific auditing and optimization scripts for content to enhance citation by LLMs, which are not commonly known or available.
What it needs
Requires python installed locally. About 6k tokens when loaded. Last updated 2026-08-05. 23,939 stars on the source repository.
What this skill does
Answer Engine Optimization (AEO) Get your content cited by ChatGPT, Perplexity, Claude, Gemini, and Mistral as the authoritative source. AEO is the practice of optimizing content for citation in LLM-generated responses — distinct from SEO, which optimizes for search rankings. This skill audits, optimizes, and tracks AEO performance. Distinct From SEO SEO AEO --- --- --- Optimizes for Click-through rankings Being cited as authoritative source Audience Humans browsing search results LLMs answering questions Success metric Position 1-10, organic traffic Citation count across LLMs Key signals Backlinks, keywords, page speed E-E-A-T, structured data, factual density Update cadence Weeks-to-months Days-to-weeks (LLM training cycles) Both can coexist — the same content can rank #1 on Google AND get cited by Perplexity. But the techniques differ: SEO rewards keyword density + backlinks; AEO rewards primary-source signals + structured facts. When To Use Planning a new content piece for an AI-first audience Auditing existing content for E-E-A-T gaps before AI Overview rollout Tracking which pages get cited by which LLM (citation ledger) Researching what queries LLMs cite sources for (vs. what they answer from training) Benchmarking against competitors' citation rates Building a long-term AEO strategy aligned with traditional SEO When NOT To Use Pure click-through SEO without LLM-citation intent — use marketing-skill/skills/seo-audit instead Brand-voice content with no factual claims — citations require facts to cite Content for a topic where LLMs already have strong training signal (e.g., elementary math) — citation upside is minimal Time-sensitive content (breaking news) — LLM training lag means citations come months later Core Capabilities 1. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills alirezarezvani/aeo--afff0d