Content strategists already know how to build for search. They understand how to map topics, connect related pages, and create enough depth to establish authority. But answer engine optimization (AEO) begs the question: When buyers ask ChatGPT, Gemini, or Perplexity about your category, which pages, if any, actually get cited?
HubSpot AEO runs tracked prompts daily across ChatGPT, Gemini, and Perplexity and aggregates the results into visibility and citation data.
Use citation analysis to see which domains, pages, and content types answer engines reference for your tracked prompts. You can compare your owned domain citation rate with competitors, review your top owned citations, and identify gaps where competitors are cited more often.
Then, use recommendations to decide what to address first. HubSpot AEO generates recommendations using citation patterns across your tracked prompts; it assigns a content type, channel, and priority to each one. That turns the audit into a prioritized list of pages that content strategists can update and content gaps they can fill.
According to HubSpot data, 92% of industry-specific content pages were cited by answer engines, generating a 49% lift in AI visibility.
Build a content architecture designed to be cited by answer engines.
Use your audit findings to identify pages that need clearer answers and topics with thin coverage. HubSpot’s AEO guidance emphasizes clear content structure, direct answers, accurate brand information, authority, consistency, and cross-channel presence.
That means a strong SEO content library is still useful, but it may need targeted AEO updates. Instead of expanding every topic cluster, focus on the pages and content types connected to prompts where your brand has weaker visibility or competitors earn more citations.
HubSpot AEO recommendations can surface owned content, social amplification, and outreach opportunities based on citation patterns in your tracked prompts. In Marketing Hub Professional and Enterprise, Super Admins can opt eligible accounts into the beta, which generates blog posts from owned content recommendations with the content agent. Users can review and edit the draft before publishing.
Track how strategic changes move your brand visibility score.
Measure the same AEO metrics before and after you make content changes. Answer engine responses change over time, and HubSpot recommends reviewing performance across multiple days or weeks before evaluating trends or drawing conclusions.
In HubSpot AEO, you can track your brand visibility score over time, compare your visibility with competitors, analyze citation trends, and monitor prompt performance. On the Owned content insights tab, the Estimated impact report shows the estimated citation impact of acting on all recommendations for that channel.
Use that data to decide what to tackle next. You do not need to rebuild your entire content program for AEO. Start with the content you already have, make targeted changes based on visibility and citation data, and measure what changes before planning the next round of work.