The AEO Tracking Gap: Founder Respondents Trail the VP-Marketing Category

Active AEO tracking varied sharply by respondent role. Founder respondents reported a 17% active-tracking rate, compared with 62% among respondents in the VP-marketing role category. Overall, 45% said they were still figuring out their AEO strategy.

That role-level split comes from the State of AI-Led Growth 2026 survey. The full report includes the role and maturity breakdowns behind this article.

AEO (or GEO) absolutely must have a named owner who maps the questions buyers ask and checks the surfaces you control and does that continuously across your topic universe.

AEO covers the same mechanics some people call GEO or LLM SEO. One discipline, a few labels.

AI search matters, but active tracking remains uneven

The behavior is already mainstream. A survey of more than 4,500 shoppers across five countries found 58% of consumers now use AI to research products. Buyers ask assistants what to buy before they reach a comparison page, and the only question that matters for you is whether your brand shows up in the answer they get back.

The 45% "still figuring it out" figure is an overall result. Rates varied by funding stage, from 31% to 67%, and several stage cohorts were small. The survey measured strategy status, not whether anyone had been assigned ownership.

Researchers who ask ownership questions find the same pattern. A 2026 survey of 971 communications professionals found that 29% say no one owns GEO, even though 73% call it at least somewhat important, and 39% aren't measuring it at all. Another survey of 150 B2B marketers found no clear ownership consensus, with 47% naming SEO, 17% PR, and 11% content. The teams that do act route the work to whoever already runs SEO. A survey of 599 practitioners found 52.8% hand it to the existing SEO team and 19.4% run it cross-functionally, while only 7.7% have stood up a dedicated AEO team. So AEO gets acknowledged, then absorbed into an existing job with no plan attached, which is how a channel ends up with activity but no owner.

Tooling is not the whole barrier

Tooling was the top AEO barrier for 25% of respondents. Within that subgroup, 79% did not track regularly, but 23 of the 48 had checked a few prompts and 10 actively tracked. The survey does not establish that tooling was an excuse or that these respondents had never run a manual check.

The supply side includes well-funded vendors: Profound has raised $155 million in total funding. Product availability does not by itself establish why any respondent cited tooling as a barrier.

The harder problem is measurement and attribution, which practitioners rank as the #1 AEO challenge, and a tool does not supply the surrounding measurement process. A tracker can show whether you appear in answers, but teams still have to choose prompts, interpret results, and decide how to respond.

What does minimum ownership look like?

GrowthX's minimum-ownership recommendation is one named person with a recurring cadence. At a small company that may be the founder or first marketer. The survey did not measure ownership, so this is operating advice rather than a survey finding.

The work sequences outward from what you fully control. Start with your pages. Structure each key page so a short passage, roughly a paragraph, answers one specific buyer question and survives extraction on its own.

That block is an answer capsule, and it earns citations because AI engines retrieve chunks and synthesize across sources, so extractability decides whether they cite you. Front-load the direct answer at the top of the section instead of burying it under context, since the engine may lift that block without the surrounding paragraphs. The first concrete action is to take the three buyer prompts you most want to win and confirm each has a page with a clean, liftable answer near the top.

Then your entities. Keep your company name, product names, and positioning facts consistent across your site and your public profiles, so engines resolve who you are and describe you the same way everywhere.

Then your measurement. Run the buyer prompts you've mapped through ChatGPT and Perplexity on a fixed cadence, then repeat them in Google AI Overviews, and record whether you appear and how the answer describes you. Run the same prompt set on the same schedule each cycle so you're comparing like with like, and log the exact wording of each answer rather than a pass/fail, since the wording shifts even when your presence doesn't.

If you score the results, score across Presence, Reputation, Perception, and Influence. The first action is to pick ten prompts, run them once this week, and save the answers as your baseline.

One seed-stage founder in our survey asked for AEO-ready content with consistent voice and reliable citations. That supports starting with pages the team already controls. Rebuilt respondents reported higher active-tracking rates, but the survey does not show that tracking was a founding trait of their systems.

The full report contains the role-level active-tracking split, maturity-tier tracking rates, and the tooling-barrier breakdown. Download the full report to benchmark your current approach, then use the prompt-baselining steps above to decide what to check first.