Audit Your Site's AI Search Visibility in 30 Minutes with a Free CLI
This article introduces a CLI tool that can audit a website's AI search visibility, including metrics like structured data richness, FAQ coverage, heading clarity, and entity disambiguation.
Why it matters
Optimizing for AI search visibility is becoming increasingly important as language models play a bigger role in how users discover and consume content online.
Key Points
- 1Traditional SEO focuses on ranking for Google, while AI search is about extracting specific passages to cite alongside other sources
- 2The CLI tool scores the site on SEO, Generative Engine Optimization (GEO), and Answer Engine Optimization (AEO)
- 3The tool can be used to scan your own site as well as competitor sites to assess AI search visibility
Details
The article explains that while traditional SEO is about optimizing for Google's ranking algorithm, AI search is a different problem of extracting specific passages that language models like ChatGPT can cite. The key signals for AI search visibility include structured data richness, FAQ coverage, heading clarity, entity disambiguation, content depth and authority, citation formatting, and topical authority. The author has built a free CLI tool called Foglift that can audit a website on these metrics, providing a color-graded scorecard. The tool can be used to scan your own site as well as competitor sites to benchmark AI search visibility. The output can be exported as JSON for integration into dashboards or CI workflows.
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