Agent Mag
SUBSCRIBE
Tools/SEO/GEO Auto-Fix Reviewer
All Tools
Featured tool

SEO/GEO Auto-Fix Reviewer

Live
Agent Mag · Writing & SEO
MIT LicenseOpen SourceWriting & SEO

SEO/GEO Auto-Fix Reviewer is a GitHub Action for Next.js repositories that runs on every pull request, audits 90+ SEO and GEO rules, generates search-and-replace patches, and commits fixable changes directly to the PR branch. It checks metadata, schema markup, canonical URLs, internal links, FAQ coverage, and citation-ready page structure. The workflow is open-source and MIT licensed.

TL;DR

SEO/GEO Auto-Fix Reviewer is a GitHub Action for Next.js repositories that reviews pull requests for SEO and GEO issues, generates search-and-replace patches, and commits fixable changes directly to the PR branch.

GitHub ActionGPT-5.4Claude FallbackMIT
npx agentmag add tool seo-geo-reviewer
View on GitHub

What is SEO/GEO Auto-Fix Reviewer?

SEO/GEO Auto-Fix Reviewer is an AI-powered GitHub Action that audits pull requests for search engine optimization and generative engine optimization issues in Next.js codebases.

It is designed for teams that want metadata, schema markup, internal linking, FAQ coverage, and citation-ready page structure checked before merge instead of after rankings drop.

For the CLI workflow, install the tool with npx agentmag add tool seo-geo-reviewer and let the generated workflow run automatically on each pull request.

Features

Scans 90+ SEO and GEO rules across 5 categories
Auto-fixes HIGH and MEDIUM findings — commits patches directly to PR branch
Posts branded PR comment with verdict, findings, and what was fixed
GPT-5.4 primary, Claude Opus 4.6 fallback — dual model support
No clone needed — patches via GitHub Git Data API
Customizable rulebook — edit rules/*.md to match your SEO strategy
False-positive filtering — won't flag decorative icons, noindex pages, etc.
MIT licensed — fork and make it yours

Use Cases

  • Next.js sites with metadata, JSON-LD schemas, and MDX content
  • Content-heavy sites that need SEO guardrails on every PR
  • Teams that want AI-engine citability (GEO) baked into CI
  • Open-source projects that want branded PR review comments

How It Works

1PR opened or updated on your repo
2Fetches changed files + diffs via GitHub API
3GPT-5.4 scans against 90+ SEO/GEO rules (Claude Opus 4.6 fallback)
4Model produces search-and-replace patches for every fixable issue
5Patches committed directly to your PR branch via Git Data API
6Branded comment posted with verdict, findings, and fix summary

SEO/GEO Auto-Fix Reviewer vs. manual SEO review

SEO/GEO Auto-Fix Reviewer

Runs automatically on pull requests, checks structured SEO and GEO rules, generates patches, and commits fixable changes back to the branch.

Manual review

Depends on reviewer memory, often catches issues late, and usually requires developers to hand-apply metadata, schema, and internal linking fixes.

Add SEO/GEO Auto-Fix Reviewer to your project

One command to install. Works with any Next.js repo.

Building an agent tool? Submit your AI agent tool to the free tools directory or get featured placement.

Explore Further