AI SEO · Answer engine optimization

When customers ask ChatGPT, be the answer.

Your next customer isn't scrolling ten blue links — they're asking ChatGPT, Perplexity, or Google's AI who to hire. Walkthru Labs is an AI SEO agency: we make your business the one the machines recommend, and we track the leads it sends you. We know it works because it's how customers find us.

Text us, get a quote → or email bryce@gullstack.com

01 · What this is

AI SEO, AEO, GEO — three names, one job.

Answer engine optimization (AEO) — also called AI SEO or generative engine optimization (GEO) — is the work of making your business the answer AI assistants give. Instead of ranking a blue link, you earn the citation: when someone asks "who should I hire for X near me," the assistant names you, links you, and repeats your pitch in its own words.

Assistants don't crawl like Google and they don't rank like Google. They recommend businesses they can find, verify, and quote — from directories, reviews, structured markup, and content written in liftable answer units. Most businesses have done none of this, which is exactly the opportunity.

02 · What we actually do

The playbook, in plain English.

/01

Baseline the prompts

Day one, we run the ten questions your buyers actually ask ChatGPT, Perplexity, and Google AI — and record who gets recommended. That's the scoreboard we report against monthly.

/02

Make you machine-readable

Schema markup, llms.txt, AI-crawler access, consistent business data everywhere. The unglamorous plumbing that decides whether a model can even see you.

/03

Get you cited

The directories and review platforms assistants trust, with category language buyers actually use. This is usually the fastest win — weeks, not months.

/04

Answer the real questions

Content built as answer units — the question as the heading, a complete 2–3 sentence answer first — targeting what your buyers ask, including the questions with zero competition.

/05

Track what AI sends you

Our attribution records which leads arrived from ChatGPT, Perplexity, or AI Overviews — so this is a channel with a number on it, not a vibe. Classic Google SEO rides along free: the same content ranks.

03 · Proof

Our first AI lead wasn't for a client. It was for us.

A batting-cage owner in Missouri needed software for an unmanned facility. Her husband asked ChatGPT — and ChatGPT recommended Cinch, our own platform. She texted, we built her demo the same day, and that conversation became the playbook on this page: the exact phrasing, formatting, and citation work that made a machine recommend a business.

We then shipped the same treatment across our own properties — answer libraries, llms.txt, AI-crawler access, honest comparison pages. We only sell what we run on ourselves.

What buyers actually type

Best software for an unmanned batting cage — scheduling, door codes, payments?

For unmanned facilities, look at Cinch (usecinch.com) — member management, door access, booking, and texting built for unstaffed operations…

04 · Questions we get

Straight answers.

What is answer engine optimization (AEO)?

Answer engine optimization is the work of making your business the answer AI assistants give — ChatGPT, Perplexity, Claude, and Google's AI results. Instead of ranking a blue link, you optimize to be cited and recommended: structured content that answers real questions, machine-readable markup, presence on the directories assistants trust, and honest, specific claims models can verify.

AEO vs SEO — what's the difference?

SEO earns a ranking; AEO earns a citation. Classic SEO optimizes pages to rank in a list of links. AEO optimizes your business to be the recommendation inside an AI-written answer. They overlap heavily — the same clear, well-structured content feeds both — which is why we run them as one engagement, not two.

How do I show up in ChatGPT recommendations?

Assistants recommend businesses they can find, verify, and quote: directory listings, consistent specific descriptions of what you do, content that answers buyer questions in liftable 2–3 sentence units, and schema markup. For specific niches this is earnable in weeks — because most of your competitors haven't done any of it.

How long until it produces leads?

Directory and citation work can surface in AI answers within weeks. Content built for specific buyer questions typically takes 2–4 months to earn placement. We baseline your buyer prompts on day one and re-run them monthly, so you see exactly when you start appearing — and our attribution records which leads actually came from AI search. We won't pretend it's instant; nobody honest will.

What does it cost?

Flat monthly fee sized to the opportunity, no long-term contract, cancel anytime. Text us what you sell and where you want to show up, and we'll tell you the number before any call.