Is AI search actually a meaningful traffic source yet?

For local service queries: increasingly yes. Google AI Overviews appears for ~40% of local queries in our KC dataset. ChatGPT and Perplexity together drive small but rapidly-growing query volume. The compounding asset is being established in trusted citations — those gains accrue for years.

What's the difference between AEO, GEO, and LLMO?

They're largely the same thing with different names. AEO (Answer Engine Optimization) is the broadest — any engine that gives answers, including Google's featured snippets. GEO (Generative Engine Optimization) is specifically about generative AI engines. LLMO (Large Language Model Optimization) is the technical-leaning name. Iron Pine uses 'AI search optimization' as the umbrella term.

Can you guarantee AI engines will cite my business?

No. The engines are non-deterministic — the same query can produce different answers in the same session. What we can guarantee is that we build the citation, schema, and entity foundation that makes you more likely to be cited, and we measure the lift quarterly.

AEO · GEO · LLMO

Get cited by ChatGPT, Perplexity, Claude, and AI Overviews.

When a Kansas City homeowner asks ChatGPT or Google's AI Overview 'who's the best gutter installer near me,' the answer is going to be a few specific company names — not a list of ten links. AI search optimization is how we make sure yours is one of them.

The short answer

AI search optimization (also called AEO — Answer Engine Optimization, GEO — Generative Engine Optimization, or LLMO — Large Language Model Optimization) is the practice of structuring your business's online presence so AI assistants like ChatGPT, Perplexity, Claude, and Google's AI Overviews cite or recommend your business by name. Key tactics: comprehensive schema markup, FAQ content answering exact user questions, entity-building across the web (Wikipedia-style profile signals), citation in trusted third-party sources, and Reddit/forum presence. Iron Pine treats AEO as a layer on top of traditional SEO — not a replacement.

Problem

Why AI search is the next moat (and the next blind spot)

Google AI Overviews now appear above the Map Pack for many local queries — pushing organic and even GBP listings further down.
ChatGPT and Perplexity have tens of millions of weekly users running local-business queries.
Most contractors have zero strategy for AI search and don't know whether they're cited or not.
AI engines source from a small set of trusted citations — if you're not in them, you're invisible.
Schema markup is the connective tissue, and most contractor sites have none.

Solution

What we do

Audit AI visibility — query ChatGPT, Perplexity, Claude, and Gemini for buyer queries in your service area, document who gets cited.
Comprehensive schema deployment (LocalBusiness, Service, FAQPage, Review, BreadcrumbList, HowTo).
Direct-answer content blocks — every important page front-loaded with a quotable, citation-ready paragraph.
FAQ libraries published on your site and structured for AI ingestion.
Entity-building — get your business mentioned in trusted directories, local news, and industry publications.
Reddit and forum presence — AI engines source heavily from Reddit; we participate authentically.
Monitoring — quarterly AI visibility audits to track who's being cited and adjust.

What you get

Deliverables, in plain English.

AI visibility audit (ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews)

Full schema markup deployment across the website

FAQ library — 30+ buyer questions answered in citation-ready format

Direct-answer paragraphs added to every key page

Entity-building program (citations, mentions, third-party content)

Monthly AI visibility tracking and reporting

Process

How a ai search optimization engagement unfolds.

Step 1

Week 1 — Audit

Query the major AI engines for your buyer keywords, map current citations, score visibility.

Step 2

Weeks 2-6 — Foundation

Schema deployment, direct-answer content blocks, FAQ library, on-site E-E-A-T signals.

Step 3

Months 2-6 — Build

Entity-building campaign, citation acquisition, Reddit/forum presence, content authority.

Step 4

Month 6+ — Monitor

Quarterly visibility audits, content refresh on questions that gain volume, AI engine algorithm tracking.

Investment

Pricing for AI Search Optimization.

AI search optimization is layered into our $2,500/mo Contractor Growth System retainer at no extra cost. The AEO Standalone Audit is available at $2,500 one-time (deliverable + 30-day implementation guidance + quarterly re-audit for 12 months) for businesses not ready for a full retainer.

AI Search Optimization FAQ

AI Search Optimization questions we hear most.

If yours isn't here, the contact form goes straight to the founder's inbox.

For local service queries: increasingly yes. Google AI Overviews appears for ~40% of local queries in our KC dataset. ChatGPT and Perplexity together drive small but rapidly-growing query volume. The compounding asset is being established in trusted citations — those gains accrue for years.

Ready to see what a quarter with Iron Pine looks like?

Book a free 15-minute audit. We'll pull your GBP, search rankings, and ad data live on the call and show you the three highest-leverage moves we'd make in the first 30 days.

Book the free audit Or text (816) 352-7536 See proof first