SEO & AI Search Visibility / AI Search Optimization (GEO)
Be the answer AI gives, not the link it skips.
Search results now answer the question before anyone clicks. Generative engine optimization structures your site, your content, and your presence across the web so AI-powered search cites you — and so you can watch it happen, month by month.
What's included in AI Search Optimization (GEO)
Citation-ready content architecture
AI engines don't rank pages — they assemble answers from sources they can parse and trust. We restructure your key pages so each one makes a clean, extractable claim: who you are, what you do, where, for whom, at what standard. The same clarity that wins AI citations makes pages convert better for humans.
What ships
- Question-led page structure on your money pages
- Answer-box-ready sections written in extractable plain English
- Internal linking that establishes topical authority
Schema & entity cleanup
Before an AI system cites you, it has to be certain who you are. We audit and repair your entity footprint — structured data, business profiles, and the third-party mentions AI models cross-reference when deciding whether you're real and current.
What ships
- Full JSON-LD schema implementation (Organization, Service, FAQ, LocalBusiness)
- Brand entity audit across the sources AI engines verify against
- Source-of-truth pages that resolve conflicting information about your business
AI Overviews positioning
Google's AI Overviews answer a growing share of searches before the first organic result. We target the question clusters in your market where Overviews appear, and build the content those answers get assembled from.
What ships
- Question-cluster research for your services and market
- Content briefs targeting Overview-triggering queries
- Monthly monitoring of where Overviews appear in your market and who they cite
LLM answer shaping
When a customer asks ChatGPT, Claude, or Gemini who to call, the models answer from what they can find and verify about you. We shape that record — your site, your profiles, the places models actually read — so the answer is accurate, current, and includes you.
What ships
- Quarterly AI-answer testing across major assistants
- Presence cleanup on the third-party sources models cite
- Gap report: queries where competitors get named and you don't
Monthly AI visibility tracking
You can't manage what you can't see. Every month you get a plain-English report of where your brand appears across AI assistants and AI search — alongside the competitors who show up where you should.
What ships
- Brand mention tracking across major AI engines
- Competitor visibility benchmarks
- A prioritized action list — what we're fixing next and why
How it works
Baseline
We test how AI search and assistants answer the questions your customers actually ask — and record exactly where you appear, where you don't, and who's being cited instead.
Build
Citation-ready pages, schema, and entity cleanup ship in the first weeks. You see and approve everything before it goes live.
Track & expand
Monthly testing shows movement: new citations, closed gaps, competitor shifts. Wins get reinforced; gaps become next month's work. AI search is young — consistency compounds fast.
Why Spec Social for GEO
Most agencies added a GEO page to their menu last quarter. This discipline is central to how we build everything: every page we ship — for clients in construction, medical, retail, and beyond — is structured for both human readers and machine citation, because that's where search demand is moving.
And because GEO is too new for anyone to own decades of authority in it, execution speed matters more here than anywhere else in marketing. We ship in days and test monthly — in a market where most competitors are still writing their first proposal template.
Pricing
GEO is included in retainers from $2,500 a month — scoped to your market on the discovery call.
- Month to month.
- Baseline AI-visibility report in your first month.
- You own every page, profile, and report we produce.
Questions, answered.
What is generative engine optimization (GEO)?
GEO is the practice of structuring your website, content, and online presence so AI-powered systems — Google's AI Overviews, ChatGPT, Claude, Gemini, Perplexity — cite your business when they answer questions your customers ask. Classic SEO earns rankings; GEO earns citations in the answer itself.
Is GEO different from SEO?
They overlap — clean structure, real authority, and content that answers questions help both. But GEO adds work SEO never needed: entity verification across the sources AI models trust, answer-format content, and testing how assistants actually respond to buyer questions. We run them together; you shouldn't have to buy them as rivals.
Can you guarantee my business shows up in ChatGPT or AI Overviews?
No — and nobody honest can. AI systems decide their own citations. What we control is everything that influences them: extractable content, a verified entity footprint, and presence on the sources they read. We track results monthly so you can see movement instead of taking our word for it.
How long until AI search visibility shows results?
Structural fixes (schema, entity cleanup, page restructuring) ship in the first weeks. Citation movement typically follows over the next few months as systems recrawl and re-verify. The monthly report separates what's shipped from what's moving, so you always know which is which.
How much does GEO cost?
It's included in Spec Social retainers, which start at $2,500 a month. The exact number depends on your market and how much of the search surface we're covering — you'll have it by the end of the discovery call.