Answer Engine Optimization Audit

Answer Engine Optimization (AEO) is the practice of structuring your content so that AI-driven engines such as ChatGPT, Perplexity, and Google AI Overviews can extract a direct, authoritative answer and attribute it to your brand. The tool above performs a heuristic audit of any URL you submit, scoring the page across the key AEO dimensions and returning a prioritized action list.

Enter your URL in the tool above and receive your audit in seconds.

What the audit checks

AEO sits at the intersection of classic SEO and Generative Engine Optimization (GEO). It is not identical to either. A page can rank well on Google and still be invisible to AI answers because the content is buried in prose or lacks the structural signals that language models rely on. The audit evaluates four layers:

• AEO vs SEO vs GEO. The audit maps each finding to its category so you know whether a gap hurts your classic ranking, your AI citation rate, or both.
• Structured answers and FAQs. Language models favour pages that state a question and answer it concisely in the same block. The audit checks for FAQ schema, clear question-answer pairs, and heading-to-answer alignment.
• Entities and clarity. Named entities (brand, product, location, person) and factual statements with attributed data are strong citation signals. The audit flags missing entity markup and vague passages that an LLM cannot confidently quote.
• Audit checklist. Every finding is presented as an actionable item with an estimated impact level (high, medium, low) so you can prioritise effort.

How to interpret the results and act

A low AEO score does not mean your content is poor. It usually means the information is there but not surfaced in a machine-readable way. Here is how to act on the most common findings:

• Add a dedicated FAQ section using FAQPage schema. Cover the two or three questions your audience actually types into ChatGPT or Perplexity.
• Rewrite key claims as short, direct sentences. Avoid subordinate clauses that force an LLM to paraphrase rather than quote.
• Mark up your organization, product, and author entities with schema.org types. Entities with a Wikipedia or Wikidata reference earn higher trust from AI models.
• Place the most important answer in the first 100 words of the section, not at the end.
• Use clear h2 and h3 headings that mirror the phrasing of real user questions.

Benchmark to keep in mind

Google AI Overviews now appear on approximately 31% of queries, and a position-1 result that appears below an AI Overview loses up to 58% of its expected click-through rate (Ahrefs, 300K keywords, December 2025). Optimizing for answer engines is therefore not a future-proof exercise: it is already protecting traffic today. Brands that earn citations in AI answers also benefit from higher-intent visitors, with conversion rates from AI-referred traffic estimated at around 7%, roughly three times the SEO average.

To track your progress over time and monitor your share of voice across ChatGPT, Perplexity, and Gemini, Sorank provides continuous GEO and AEO monitoring for agencies and brands.