AEO ScannerFrom AI mention to conversion: completing the funnel
Getting cited by ChatGPT is just the top of the funnel. What happens next determines whether AEO actually drives revenue.
Hitting 30% AEO visibility is a win. Hitting 30% visibility and turning those mentions into trial signups is a much bigger win. The bottom of the AEO funnel is where most brands underinvest.
The AEO funnel
- Mention. ChatGPT writes your brand name in the answer. Most brands stop optimizing here.
- Click-through. The buyer clicks your link in the answer (when one's provided) or types your domain.
- Brand match. The landing page they hit either matches the framing the LLM gave, or it doesn't.
- Decision. They start a trial, book a demo, or leave.
The hidden leak
Brands focus on mention (1) and the trial/demo CTA (4) but miss steps 2 and 3. Specifically:
- If ChatGPT writes "Asana, ClickUp, and Acme are popular project tools," the buyer often goes to acme.com directly. Your homepage now needs to confirm what ChatGPT said. If your hero says something different ("revolutionize your workflow!"), there's a mismatch and you lose.
- If ChatGPT cited you for a specific feature ("known for great Gantt charts"), the landing page they hit should make that feature prominent. If they have to dig three pages deep, they leave.
The fix
- Use the LLM's framing on your homepage. Re-read how ChatGPT and Claude describe you, then make sure your homepage says the same thing in the first viewport.
- Build "as featured in" landing pages for the specific queries where you're winning. If you're getting cited for "best project tool for remote teams," have a landing page targeting that exact phrasing.
- Make the CTA match the visit intent. If they came from a comparison query, a "start free trial" button works. If they came from a how-to query, a "see how Acme handles X" demo works better.
Measuring the bottom of the funnel
UTM-tag links from your homepage to track which phrasings drove the click. Then watch which phrasings produced trial signups. You'll typically find one or two queries that are responsible for 60% of the AEO-driven conversions — those are your priority queries.
Why this matters now
As AI search share grows, the cohort of buyers who arrive at your site already "framed" by an LLM grows with it. Two years ago, every visitor was effectively cold; today, 30–60% of organic visitors in many categories arrive with a specific framing the LLM gave them. Your landing pages should be built for that, not for cold traffic.