AEO Audit is a free tool that scores B2B SaaS websites for AI search visibility — how likely they are to be cited by ChatGPT, Perplexity, and Google AI Overviews when B2B buyers search.

What is AI Engine Optimization (AEO)?

AI Engine Optimization (AEO) is the practice of structuring content, entity signals, and technical infrastructure so that AI engines cite your brand in generated answers. It extends traditional SEO to cover ChatGPT, Perplexity, Gemini, and Google AI Overviews.

Yes. AEO Audit is free. Enter any B2B SaaS brand and receive a full AI visibility score with prioritised recommendations.

How does AEO Audit score websites?

AEO Audit scores across six pillars: AI Visibility (22%), Brand Authority (23%), Content Quality (18%), Platform Optimization (15%), Structured Data (12%), and Technical AEO (10%). Each pillar reflects specific signals that AI engines use when deciding which sources to cite.

Subcategory · AI Citation Index

AI Legal Assistant

The AI legal assistant category demonstrates mature product-market fit with two consensus leaders achieving notable shortlist rates while maintaining maximum model diversity (4), indicating these tools successfully abstract legal workflows across multiple LLM backends. Harvey's 30% shortlist rate positions it as the category frontrunner, likely reflecting its specialized legal research and drafting capabilities, while Ironclad's 22% rate suggests strong traction in contract lifecycle management. The identical model diversity scores reveal a strategic imperative: legal AI must remain LLM-agnostic to serve risk-averse legal teams requiring vendor optionality and the ability to leverage best-in-class models for different legal tasks.

83 discovery queries · 3 head-to-heads · refreshed May 11, 2026

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