Shiba & Associates — Search Services
Generative Engine Optimization (GEO) is the practice of making your content the source AI-powered search tools reach for when a buyer is researching a purchase. We help businesses build that foundation before a competitor does.
Talk to us about GEOThe Shift
The headline "68% of searches end without a click" bundles weather lookups and sports scores with the research questions that drive real purchases. The more useful frame is the type of query — because the two types have very different exposure to AI disruption.
The buyer knows what they want and needs a location or number. The local pack still appears in 90%+ of these queries. Clicks still happen. Your Google Business Profile does the work.
The buyer is 8–12 weeks into a research phase. AI gives them a complete answer before they ever reach your site. If your content isn't the source AI cites, you're invisible in the conversation that matters most.
For businesses that sell high-consideration products and services — custom work, specialty products, professional services — the pipeline is built almost entirely in Type 2. That's where GEO has the highest return.
How We Work
AI engines don't select content randomly. There are consistent, learnable patterns governing which pages get cited and which get passed over. We identify the highest-leverage gaps for each client and close them.
AI engines read the first 60–100 words of any page it considers. If those words are about your story and values, it moves on. If they answer the question directly, you get cited. This single change affects every page on your site.
"Exceptional craftsmanship" and "trusted quality" are invisible to AI. What gets cited: specific credentials, real numbers, named outcomes. We audit your existing content for what's citable — and what isn't.
AI tools quote sentences, not paragraphs. A fact buried mid-paragraph won't be pulled. The same fact written to stand alone — with full context in one sentence — will. We rewrite for extractability without changing your voice.
AI citation is winner-take-most within narrow categories. We identify the specific territory where you have the strongest claim — and build it out completely before any competitor in your market does.
AI engines pull from many pages to construct one answer. Coverage across the full question tree — cost, timeline, process, what can go wrong — is what earns repeated citation. We map the tree and identify what's missing.
Dreaming buyers, shopping buyers, and deciding buyers have completely different questions. Content that's tightly matched to one stage performs better with AI engines than content written for everyone simultaneously.
AI engines are optimized to extract structured data. Clear comparisons — materials, methods, options — are among the highest-cited content formats available. A well-organized comparison beats five paragraphs of prose for "which is better" queries.
Homeowners and buyers search for problems as much as solutions. The business that answers honestly owns that citation territory permanently — and earns trust with AI tools specifically designed to provide balanced, risk-aware answers.
In Practice
Every engagement starts with a strategy brief and ends with annotated page mockups — showing exactly what changes and why, before anything goes live on the client's site.
We build a custom strategy brief for each engagement — applying all eight citation principles to the client's business, market position, and buyer question territory. The brief includes a competitive gap analysis and a prioritized action plan ordered by expected impact.
For a recent home services client, this meant identifying exactly which Type 2 research queries their buyers were asking — and mapping which competitors were already positioned to answer them in AI search.
Before a single word changes on a live page, we produce annotated mockups showing each proposed addition in context. The existing design, fonts, and visual identity stay intact. We add the minimum mechanical elements that create AI citation opportunities: a direct-answer summary paragraph, an anchored table of contents, and a structured "at a glance" fact block.
Each addition is annotated in-line with amber panels explaining the reasoning — so clients see the logic alongside the execution, and can approve with confidence.
What's Included
GEO is a companion to ongoing search and content strategy, not a replacement for it. We scope each engagement based on what your existing content does and doesn't do for AI citation.
A custom brief applying all eight citation principles to your business, your specific market, and your buyers' question territory. Includes competitive gap analysis and a prioritized action plan.
Before-and-after annotated mockups of key existing pages. We show exactly what each addition is, why it helps, and how it fits into your existing visual identity — nothing gets changed without your sign-off.
A complete map of the buyer questions your content should answer across all three stages of the decision journey: dreaming, shopping, and deciding. We identify which questions have no good answer in your market right now.
We write the additions, rewrites, and new pages. Structured for AI citation, written in your voice, consistent with your existing design. Nothing gets published that you haven't reviewed.
David Shiba
If you're curious whether your business has a GEO opportunity — or if you've already seen AI Overviews taking over your category queries — we're worth talking to. Reach out directly.