GEO Analyzer — Generative Engine Optimization

About

The GEO Analyzer is a specialized, conversion-focused Chrome extension designed for Generative Engine Optimization (GEO). It audits, scores, and optimizes web pages to ensure they are easily discoverable, accurately parsed, and highly citeable by modern AI search engines and conversational agents .
By analyzing information density, reading complexity, crawlability, and structured schema, it gives digital marketers and developers an actionable roadmap to increase their "AI visibility."
Complete Feature List
1. Real-Time GEO Scoring & Core Signals
100-Point Citeability Score: Instantly calculates an overall page grade (e.g., Grade A–F) based on how optimized the content is for AI search engines.
Sentence Classification Counter: Breaks down scanned sentences into three real-time buckets: Facts, Fluff, and Neutral.
10-Point AI Readiness Check: Runs automated baseline background checks to determine overall page health for AI consumption.
Core Signal Breakdown UI: Provides percentage gauges tracking:
Information Density: The ratio of data-dense statements to filler text.
Fluff-Free Content: Cleanliness and conciseness of the copy.
Citation Coverage: Percentage of verifiable data claims matching proper citations.
Conversational Headers: Evaluation of H1–H6 tags matching conversational search patterns.
2. AI Crawler Access & Technical Auditing
AI Bot Status Matrix: Monitors and displays the access permissions (e.g., Allowed, Disallowed, or Undeclared) for 13+ primary AI crawlers right from the page's robots.txt  including major AI bots

High-Priority Flagging: Stars specific bots that carry immense weight regarding AI-generated citations.
3. Automated Schema.org Generator & Implementation Guide
Dynamic JSON-LD Generator: Automatically extracts existing page meta tags, headings, and structured body content to compile a clean, validation-ready JSON-LD schema block (e.g., Article type).
Platform-Specific Deployment Tabs: Step-by-step copy-paste instructions tailored for major CMS platforms.
Sub-Methods Recommends 3 distinct approaches for non-technical users (Plugin injection via Rank Math/Yoast, theme.functions hook injection, or Header/Footer script tools).
One-Click Copy & Download: Allows users to copy the generated script to their clipboard or download a dedicated schema.jsonld file.
4. Technical SEO & GEO Diagnostics
Citation Gap Analysis: Identifies data claims lacking factual support or proper reference markers.
Missing Visual Citation Warning: Explicitly alerts users to add open graph image tags (og:image), as visual citations in AI overviews heavily rely on featured images.
Keyword Cannibalization Tagging: Detects overused keyword terms  and warns when repetition dilutes topical authority.
External Validator Integrations: Direct deep-links to launch the active schema code into official testing tool environments:
Rich Results Test
Schema.org Validator
Webmaster Markup Validator
5. Advanced Readability & Paraphrase Risk Analysis
Flesch-Kincaid (FK) Calculator: Analyzes text structures to output an FK Reading Grade and Reading Ease score.
AI Paraphrase Predictor: Automatically triggers complexity alerts (e.g., "Too complex — AI may paraphrase inaccurately") based on average words-per-sentence (W/S) and total word counts.
6. Granular Configuration & Custom Control Panel (options.html)
Dual-Engine Analysis Engine: Allows users to select their evaluation logic via a Primary AI Provider dropdown (toggling between local regex scanning and upgraded live LLM API integrations).
AI Mentions Lookup Provider: Separately configures which model handles live citation lookup tasks.
Analysis Behavior Toggles: * Scan <article> and <main> only: Ignores clean-up elements like global navigation headers, sidebars, and footers.
Include <li> items: Option to include or ignore bullet lists depending on content density needs.
Schema / Reading Level / Cannibalization toggles: Allows isolating specific scanner modules.
Adjustable Scoring Threshold Sliders:
Min Sentence Length (Chars): Skips short fragment strings.
Proper Noun Count to Trigger "Fact": Changes algorithm math for what qualifies as data-dense.
Max Uncited Claims Penalty Limit: Tweaks the threshold where score penalties kick in.
7. Interactive Visual Highlights & Action Overlay
On-Page Highlight Layers: Quick-toggle switches to overlay visual highlights across the live webpage DOM for:
Facts & Data-dense content (Green)
Fluff & Vague Copy (Red)
Citation Gaps (Purple)
Custom Opacity & Styles: Sliders and styling selectors to adjust overlay opacity (e.g., 18%) or change highlight styles (underline, background, or both).
Multi-Format Report Export: Quick actions inside the mini popup menu to Export Report (MD) for markdown file saving, or Export as JSON for technical documentation logs.