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aeo-source-authority-profiler

Profile top-cited sources to reveal on-page signals Gemini uses for grounding.

9|2|Updated Feb 12, 2026
Search Tags:#ai-citation#web-sources#citation-analysis#source-profiling#content-blueprint#page-profiling
One-click install
npx skills add https://github.com/psyduckler/aeo-skills --skill aeo-source-authority-profiler
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aeo-source-authority-profiler
Source: https://github.com/psyduckler/aeo-skills/tree/main/aeo-source-authority-profiler
Command: npx skills add https://github.com/psyduckler/aeo-skills --skill aeo-source-authority-profiler

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Profiles top-cited sources for a given prompt to reveal the recurring signals Gemini uses to ground its answers, enabling you to replicate successful citations across prompts.

Core Features & Use Cases

  • Build a citation blueprint by profiling the top-cited pages for a prompt, including word count, headings, JSON-LD presence, publication dates, and entity density.
  • Compare a domain's pages to the blueprint to assess alignment and identify gaps that improve retrievability in AI-grounded prompts.
  • Output can be consumed as text or JSON for integration with dashboards or automation.

Quick Start

Run the profiler on a target prompt to generate a citation blueprint.

Frequently Asked Questions about aeo-source-authority-profiler

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What on-page signals make a web page get cited by AI search engines?▼

AI citation blueprints reveal recurring on-page signals like word count, heading structure, JSON-LD presence, publication dates, and entity density that Gemini uses to ground answers and cite sources.

How do I analyze why my competitors are getting cited in AI overviews?▼

Profile top-cited sources for a target prompt to build a citation blueprint, then compare your domain's pages against it to identify gaps in word count, schema, and entity density affecting retrievability.

Can I automate AI citation analysis and export the results to a dashboard?▼

Yes, citation profiling output can be consumed as JSON for integration with dashboards or automation, allowing you to programmatically track source alignment signals like schema and entity density across multiple prompts.

Do I need a Gemini API key to run AI source profiling scripts?▼

Yes, you need a GEMINI_API_KEY and Python 3.9+ with stdlib-only tooling. Network access is required to fetch and analyze the top URLs that Gemini grounds its answers on for the target prompt.

What is the best way to replicate successful AI citations across multiple prompts?▼

Run multiple groundings across prompts, profile the top URLs from each, and produce a repeatable content blueprint. This identifies the consistent word count, structure, and schema signals needed for broad AI citation success.

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