What results can answer engine optimization deliver?

Answer engine optimization (AEO) helped NOLA Marketing become the most-cited source in its category, increasing AI mentions, citations, and inbound inquiries through structured, question-focused content.

By Emily Matthews

Emily Matthews is a technology product marketing and AEO/SEO content strategist with 20+ years of experience in cybersecurity and B2B technology.

What is Answer Engine Optimization (AEO), and why does it matter now?

Answer engine optimization is the practice of structuring content so AI answer engines, such as   ChatGPT, Claude, Gemini, and Google AI Overviews, can find it, trust it, and use it to answer real user questions. It is an evolution of SEO, in which a growing share of buyers conduct searches by asking an AI a question instead of typing a query into a search engine and clicking through blue links to find answers.

That shift matters because a citation from an answer engine is not just traffic. It is the AI engine recommending your organization or solution by name, in the moment a buyer is actively looking for an answer. Organizations that are not optimized for this are becoming invisible at exactly the point where buyer journeys begin.

What is the difference between an AI mention and an AI citation?

AI mentions and AI citations are used interchangeably, but they measure different things. An AI mention identifies your brand in an AI-generated response, while an AI citation links directly to your content as the source supporting that answer.

Two other important AEO metrics that are used in conjunction with AI mentions and AI citations are share of voice and rank.

What is share of voice?

Share of voice measures how frequently your brand appears compared with competitors for a specific topic.

What is rank?

Rank shows where your brand stands relative to competitors in AI mentions or citations within a topic. Rank is often the more meaningful number early on, because a category can be so large that even the top-ranked brand holds only a modest share of voice.

What happened when NOLA Marketing applied AEO to its own site?

Before offering AEO as a service, NOLA Marketing tested the methodology on its own website. Within one month, NOLA Marketing increased AI mentions by 23x and citations by 7x and reached the #1 mention rank by restructuring content around buyer questions.

The following metrics show how restructuring content around buyer questions and AI extractability changed NOLA Marketing's visibility across major answer engines in just one month.

Data from Otterly.ai

Moving to the #1 mention rank increases the likelihood that AI systems will recommend our brand over competitors. It is what happens when content gets rebuilt around the direct, structured questions an answer engine is actually trying to resolve.

What happened when a client applied NOLA Marketing’s AEO program?

The same methodology produced similar improvements for a client that provides managed IT, managed help desk, and managed cybersecurity services.

The following data shows how sustained AEO implementation increased AI visibility over three months, improving both citation volume and competitive ranking.

Data from Otterly.ai

Mentions increased 433% from April through June, while citations rose 444%. Citation volume accelerated throughout the engagement, increasing another 186% from May to June after a 90% increase the previous month.

The client held the #1 mention rank throughout the period measured and climbed from 3^rd to 1^st in citation rank by the third month, meaning they became the most-cited source in their category, not just an organization that occasionally gets referenced.

It is worth noting that citation share of voice held around 6-7% even at the #1 rank. In a newer, fast-moving category like this, that is a sign of headroom, not a ceiling, since most of the category's visibility is still unclaimed.

How were these results measured?

The results were measured using Otterly.ai, which tracked AI mentions, citations, and competitive rank each month using the same prompts to ensure consistent comparisons over time.

Which content actually gets cited by AI answer engines?

Question-focused, structured educational content earned substantially more AI citations for our client than narrative or promotional pages in this analysis. The citation distribution across individual pages provides insight into the types of content AI answer engines consistently prioritize.

A review of the 101 individual pages that earned citations for our client in June showed that:

• • The top 10 pages accounted for 40.5% of all citations.
  • 41 of the 101 cited pages were direct, question-and-answer style content, such as "What is a white-label SOC?" and "How does a white-label SOC work?" Those pages accounted for 52.3% of all citations.
  • Case study pages, by comparison, made up under 1% of citations.

Case studies and narrative content still matter for building trust once a buyer lands on your site, but they are not what surfaces your brand to AI. AEO content must be written differently from typical marketing copy, and that difference is measurable.

What business results did the AEO program deliver? 

AI visibility becomes valuable only when it influences business outcomes. Since launching the AEO program, our client saw a 30% increase in inbound inquiries. That is the number that connects mentions, citations, and rank to something every business actually cares about.

How can your organization get these results?

As demonstrated by the results of the AEO program on our own site and a client's, organizations achieve these results by creating content around real buyer questions, structuring each page for AI extraction, and measuring visibility over time. Organizations that do this now, while most categories are still wide open, are positioning themselves to be one of the sources AI consistently recommends.

How should organizations approach AEO execution?

A structured AEO strategy combines content planning, optimization, measurement, and ongoing refinement to improve AI search visibility and business outcomes. Organizations often work with specialists to accelerate results and avoid common implementation mistakes.

NOLA Marketing supports organizations at any stage of AEO maturity, from initial strategy and content audits to full program development and ongoing AEO content development. This enables marketing teams to focus on messaging and business impact while ensuring their content is structured for both human readers and AI-driven answer engines. Reach out to find out more.

Frequently asked questions

What is Answer Engine Optimization (AEO)?

AEO is the practice of structuring content so AI answer engines can find, trust, and cite it when responding to user questions, similar to how SEO optimizes content for traditional search rankings.

What's the difference between a mention and a citation?

A mention is when an AI names your brand in an answer without linking to you. A citation is when the AI links directly to a specific page on your site as its source, which is the stronger, more traceable signal.

How fast can AEO show results?

In the results shared here, mention rank moved from 7th to 1st in a single month for one site, and citation rank moved from 3rd to 1st over three months for a client — though results depend on category competitiveness and starting point.

Does AEO replace SEO?

No. AEO complements SEO rather than replacing it. Both rely on well-structured, authoritative content, but AEO specifically optimizes for how AI answer engines select and cite sources.

What type of content performs best for AEO?

Question-based educational content performed best in this analysis, accounting for over half of all citations, while narrative content like case studies drove under 1%.

Does AI visibility translate into business results?

In this case, yes: alongside the mention and citation growth, the client saw a 30% increase in inbound inquiries after launching the program.

About the author

Emily Matthews is a technology product marketing and content strategist with 20+ years of experience driving growth for organizations ranging from Fortune 500 giants to agile startups. Known for her quality-at-speed approach, she specializes in crafting high-impact sales enablement materials and web content. By blending technology expertise with a lean, cost-effective production style, Emily helps brands dominate the answer-engine era while consistently delivering high-impact results on the tightest deadlines.

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