HubSpot outlines how content teams can track AI citations

Content strategists have a new measurement task alongside their established search work: finding out whether AI answer engines cite their pages when prospective buyers ask about their market. HubSpot describes answer engine optimization, or AEO, as an additional layer of analysis rather than a replacement for search engine optimization.

The approach builds on familiar work such as organizing topics, connecting related pages and developing detailed content. The difference is in what teams measure. Instead of looking only at their content library, strategists can examine how their brand appears in AI-generated answers, which prompts produce citations and how competitors perform on the same questions.

HubSpot recommends establishing a baseline before changing content, then tracking the same AEO measures afterward. Its AEO product runs selected prompts each day across ChatGPT, Gemini and Perplexity, combining the results into data on visibility and citations. This gives teams a way to compare results over time rather than relying on a single check.

Citation analysis can show which domains, individual pages and content formats answer engines reference for tracked prompts. Teams can compare the citation rate of their own domain with those of competitors, review their most frequently cited pages and look for questions where rival sites receive more citations. Those findings can help distinguish existing strengths from gaps that need attention.

HubSpot says its AEO product also produces recommendations based on citation patterns in the tracked prompts. Each recommendation is assigned a content type, channel and priority, creating a list that teams can use to decide which pages to revise or which subjects need additional coverage. HubSpot reports that 92% of industry-specific content pages were cited by answer engines, alongside a 49% lift in AI visibility.

For the content itself, HubSpot’s guidance emphasizes clear organization, direct answers, accurate brand information and consistent presentation across channels. The audit can help teams identify pages that need clearer answers as well as subjects where their coverage is thin. These changes can sit alongside an existing SEO content strategy rather than requiring that strategy to be discarded.

What this means for marketers

Start by recording how often your pages and competitors appear in answers to relevant prompts. Use the results to select pages for updates and identify missing coverage, then compare the same measures after making changes. Focus first on whether the content provides clear answers and accurately presents the brand.