Ultimate SEO + GEO — LLM-Agnostic SEO Agent

The definitive SEO and Generative Engine Optimization agent for AI coding tools. LLM-agnostic — works on any platform that reads AGENTS.md. Runs full site audits with scored findings, generates ready-to-deploy fixes, and optimizes content for both Google Search and AI search engines (Google AI Overviews, AI Mode, ChatGPT Search, Perplexity). Exports HTML, Excel, and PDF reports.

Works with any AGENTS.md-compatible tool: Claude Code, Cursor, OpenAI Codex, Gemini CLI, GitHub Copilot, Windsurf, Cline, Aider, Devin, and more.

Author: Myk Pono · Lab · LinkedIn

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What It Does

Give it a URL and it returns a scored audit, prioritized action plan, and executable fixes — not vague advice.

Three modes, one skill:

Mode	What It Does	Output
Audit	Fetches site, runs all checks, scores findings	SEO Health Score (0–100) + prioritized findings
Plan	Converts findings into phased roadmap	Implementation table with effort/impact/owner
Execute	Produces the actual fixes + verifies them	JSON-LD, meta rewrites, redirect maps, robots.txt

Most requests run all three in sequence. Skip to Mode 2 if you already have audit findings; skip to Mode 3 if you know exactly what to fix.

Who it’s for and what the bundled report does

Built for developers, founders, and marketers using AI coding agents who want scripted checks plus guided fixes. python scripts/generate_report.py <url> aggregates many diagnostics in one HTML/Excel export; by default several checks use the seed URL and modest crawl limits (not a full-site Screaming Frog–style crawl). For broader link and canonical coverage, use --crawl-deep (capped depth/pages; slower and more load on the target host). For JS-rendered sites or very large audits, optional extensions (Firecrawl, DataForSEO) are documented in references/optional-extensions-mcp.md. Setup: pip install -r requirements.txt (optional API keys for PageSpeed and extensions).

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Coverage

SEO (25 Modules)