The visibility layer

Your buyers are asking AI. Are you in the answer?

Buyers research with ChatGPT, Perplexity, Claude, and Google AI Overviews before they ever land on a sales call. AEO is how you become the answer — not just another search result.

The Shift

Search changed. Most companies haven't noticed yet.

It's not that AEO replaced SEO. It's that the buyer journey now starts in a chat window, and most companies are invisible there.

Buyer asks ChatGPT/Perplexity a real question

AI returns 3–5 named recommendations

Buyer picks 1–2 to investigate further

Lands on your site already pre-qualified — or doesn't land at all

The Work

What it takes to become the answer.

AEO isn't a content strategy. It's an entity engineering and citation optimization discipline. We don't sell dashboards. We sell measurable visibility.

01 Baseline

AI visibility audit

We ask AI engines about your category, competitors, and buyer-intent questions — and measure where you currently appear, where you don't, and which competitors AI consistently names ahead of you.

02 Entity

Entity clarity

Who you are, what you do, who you serve, what makes you different — encoded in structured data, schema markup, llms.txt, and consistent cross-platform identity. AI engines need one clean entity, not seven contradicting ones.

03 Content

Answer-first pages

Content engineered for AI citation, not just human reading. Direct answers, structured FAQs, named entities, comparison content, and the buyer-intent queries that actually drive pipeline.

04 Technical

Crawler & schema

robots.txt configured for AI crawlers. llms.txt + llms-full.txt published. Organization, Service, Person, and FAQPage schema validated. The technical foundation that lets AI engines parse you correctly.

05 Authority

Citation building

AI engines cite sources. We engineer your presence on the sources AI trusts — high-authority publications, structured directories, and the long-tail entity references that compound visibility over time.

06 Measurement

Visibility tracking

Monthly measurement: which prompts surface you, which competitors AI mentions ahead of you, citation share over time, and the buyer-intent queries you've moved on. Reported to your board, tied to pipeline.

AN HONEST DISCLOSURE

We don't sell a dashboard as the moat.

Lots of "AEO companies" sell you a visibility tracking dashboard and call it a service. That's not a strategy — that's a thermometer. Knowing your temperature doesn't lower it.

We use Hubspot's AEO dashboard and other measurement tools where they help — but the dashboard isn't the deliverable. The deliverable is the entity engineering, the answer-first content, the citation work, and the measurable improvement in how often AI names you when your buyers ask.

Founder FAQ

Common questions, blunt answers.

SEO is about ranking. AEO is about being cited. Google ranks 10 blue links. AI engines synthesize one answer and name 3–5 sources. The optimization mechanics overlap (structured data, content quality, authority) but the goal — and what success looks like — is different.

Entity clarity wins (schema, llms.txt, technical foundation) can move citation rates in 30–60 days. Content and authority work compounds over 6–12 months. We measure monthly and report quarterly so you can see the trajectory.

Buyers are increasingly asking AI engines (ChatGPT, Perplexity, Google AI Overviews) for recommendations before they ever visit a site. AEO is how you become the answer — through structured data, answer-first pages, and entity clarity that AI engines can parse and cite. The output: qualified pipeline, not impressions.

Content without entity clarity is shouting into a void. Entity clarity without content is empty scaffolding. They work together. We sequence: technical foundation first, then content engineering, then citation building.

For most B2B service businesses in healthcare, SaaS, and education — yes, measurably. We tie AEO results to Hubspot source data so you can see exactly how much pipeline traces back to AI-originated traffic. If it's not delivering, we tell you.

AEO engagements typically start at $5K–$12K/month depending on scope and how much foundational work is needed. Most clients pair AEO with Hubspot Architecture or Growth Consulting — pricing reflects the integrated package.

Your next step

Ready to see if AI is naming you — or your competitors?

A 45-minute strategy call. We'll run your category through the major AI engines on the call, show you where you stand, and walk you through what an AEO engagement would look like for your business.

Book strategy call →

45 minutesFounder-ledNo obligation

What you'll receive

Financial Fragility Score A–F grade

Capital leak diagnosis Itemized

Priority fix sequence Q.01–Q.05

Estimated impact $ value