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AEO Radar — Answer Engine Audit & Score for WordPress

Score how quotable your content is by AI answer engines (ChatGPT, Claude, Perplexity, Google AI Overviews, Gemini). One-click on-page audit per post + a worst-first site dashboard, with specific fixes. 100% local — no API, no cloud, no per-use cost.

License: GPL v2+ WordPress PHP No API cost

Part of the SkynetLabs AEO SuiteRadar measures · AEO Kit emits · On-Device AI creates.


Why

Search is moving from blue links to AI answers. The new question isn't "do I rank?" — it's "does the AI quote me?" AEO Radar scores exactly that, per page, and tells you what to fix. All analysis runs in PHP on your own server — no key, no cloud, nothing sent anywhere.

What it scores (0–100)

Check Weight Looks for
Answer-first opening 20 Concise, self-contained answer up top
Heading structure 15 ≥2 descriptive H2/H3
Question-style headings 10 A heading phrased like the user's query
Lists & tables 15 Structured content AI lifts cleanly
FAQ section 10 The most-cited content shape
Meta description 10 Present, 50–160 chars
Focused title 10 Specific, 20–65 chars
Depth 10 300+ words of substance

Shown live on every edit screen (sidebar panel) and in a site-wide dashboard (Tools → AEO Radar) that ranks all content worst-first — your AEO work queue.

Install

  1. Copy aeo-radar into wp-content/plugins/ (or zip → Plugins → Add New → Upload).
  2. Activate.
  3. Edit a post → see the AEO Radar score in the sidebar. Visit Tools → AEO Radar for the dashboard.

The scoring engine is pure + testable

includes/class-aeor-analyzer.php is dependency-free (AEOR_Analyzer::analyze($html, $title, $excerpt) → score + checks). No WordPress or network needed to run it — which is how it's unit-tested.

Structure

aeo-radar/
├── aeo-radar.php
├── uninstall.php
├── readme.txt
├── includes/
│   ├── class-aeo-radar.php       # Loader
│   ├── class-aeor-analyzer.php   # Pure scoring engine
│   ├── class-aeor-meta-box.php   # Per-post score panel
│   └── class-aeor-admin.php      # Tools → AEO Radar dashboard
└── assets/
    └── admin.css

License

GPL-2.0-or-later. Built by SkynetLabs. PRs welcome.

About

Score how quotable your WordPress content is by AI answer engines - ChatGPT, Claude, Perplexity, Google AI Overviews, Gemini. One-click on-page audit per post plus a worst-first site dashboard with specific fixes. 100% local PHP, no API key, no cloud, no per-use cost.

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