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GEO Lint: Open-Source Linter for AI Search Optimization

Open-source linter for Generative Engine Optimization. 92 rules across SEO, GEO, content quality and i18n.

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github.com/IJONIS/geo-lint
GEO Lint CLI output showing content optimization rules for AI search engines
Case Study

The Problem

SEO tools optimize for Google. But the search landscape is shifting. ChatGPT, Perplexity, Google AI Overviews, and other AI-powered search engines are changing how users find information — and they use fundamentally different ranking signals.

Traditional SEO checkers know nothing about entity density, citation patterns, source attribution, or structured data formats that AI search engines prioritize when deciding what content to cite. Content teams optimizing for the next generation of search had no tooling.

The Solution

GEO Lint is the first open-source linter purpose-built for Generative Engine Optimization. It checks content against 92 rules covering the signals AI search engines actually use to decide what to cite — from entity density and FAQ schema to citation patterns and structured data.

Run it from the command line with npx geo-lint, get actionable feedback in seconds, and integrate it into any workflow.

Features

92 Linting Rules

Comprehensive rule coverage across four categories: GEO-specific optimization (entity density, citation patterns, source attribution), traditional SEO signals, content quality checks, and internationalization (i18n) validation.

CLI-First Design

Run npx geo-lint against any content file or URL. No accounts, no dashboards, no configuration required to get started. Choose between human-readable text output or machine-parseable JSON.

Rule Categories

Rules are organized into logical groups: entity density analysis, citation pattern detection, structured data validation, FAQ schema checks, source attribution scoring, and more. Enable or disable categories to match your content strategy.

Configurable Rule Sets

Not every rule applies to every project. Define custom configurations to enable, disable, or adjust severity for individual rules. Share configurations across teams for consistent standards.

CI/CD Integration

Non-zero exit codes on rule failures make GEO Lint a natural fit for automated pipelines. Run it as a pre-commit hook, a pull request check, or a scheduled content audit.

Open Source (MIT License)

Fully open source with an MIT license. Inspect the rules, contribute new ones, fork for internal use, or embed in commercial products. No restrictions, no vendor lock-in.

Results

  • 92 rules covering GEO, SEO, content quality, and i18n in a single tool
  • First-mover as the only open-source linter specifically targeting AI search engine optimization
  • Zero-config start — run npx geo-lint and get results immediately
  • Adopted by content teams shifting their optimization strategy from traditional SEO to GEO as AI search engines capture growing market share
Results

First open-source GEO linter — adopted by content teams optimizing for AI search engines

Frequently Asked Questions

What is the difference between GEO and SEO?+

SEO optimizes content for traditional search engines like Google. GEO (Generative Engine Optimization) optimizes for AI-powered search engines like ChatGPT, Perplexity, and Google AI Overviews — which use different ranking signals such as entity density, citation patterns, and structured source attribution.

How do the 92 rules work?+

Each rule checks a specific GEO or content quality signal. Rules are organized into categories — entity density, citation patterns, structured data, FAQ schema, source attribution, i18n, and general SEO. You can enable or disable individual rules or entire categories to match your workflow.

Can I integrate GEO Lint into my CI/CD pipeline?+

Yes. GEO Lint runs as a CLI tool (npx geo-lint) and outputs results in JSON or text format. It returns a non-zero exit code when critical rules fail, making it straightforward to integrate into GitHub Actions, GitLab CI, or any CI/CD pipeline.

Is GEO Lint free to use?+

Yes. GEO Lint is fully open source under the MIT license. You can use it in personal projects, commercial products, and enterprise pipelines without restriction.

Let's talk

Interested in a similar project?.

Keith Govender

Keith Govender

Managing Partner

Book appointment

Auch verfügbar auf Deutsch: Jamin Mahmood-Wiebe

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