01
AI answers need extractable facts.
A model cannot cite your taste. It can use your category, service area, proof, pricing logic, audience, and specific claims if they are visible in HTML.
GEO guide
GEO is not a trick. It is making your business easy for AI to understand and quote.
The page needs clear entity signals, crawlable content, specific claims, structured data, and proof that survives being extracted into an answer.
A pillar page explaining how Generative Engine Optimization works for founders selling premium offers.
Standalone route surface: GEO
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Exact intent
A pillar page explaining how Generative Engine Optimization works for founders selling premium offers.
A model cannot cite your taste. It can use your category, service area, proof, pricing logic, audience, and specific claims if they are visible in HTML.
This URL has to work as the first and only page a qualified buyer sees. It cannot depend on the homepage to explain the offer, the proof, or the next step.
What the page must prove
A standalone surface for the buyer, the crawler, and the model.
02
GEO and SEO share the same honesty problem.
The page has to be accurate, crawlable, useful, and specific. GEO adds answer-first structure and entity clarity.
03
The practical stack is simple.
Server-rendered content, metadata, JSON-LD, robots, sitemap, llms.txt, internal links, and page copy written so a buyer and an answer system can both understand it.
The page is shaped so a human can decide, search can classify it, and AI can cite the same facts without guessing.
Conversion path
The visitor never has to leave this page to understand the fit.
The route keeps attention local: intent, offer logic, evidence, package fit, objections, and intake all live here.
01
Match the query
Lead with the audience and use case the visitor already has in mind, not a generic studio pitch.
02
Make proof machine-readable
Turn facts, claims, comparisons, and FAQs into clean semantic blocks that search and LLMs can extract.
03
Close the loop
Show packages, scope, next steps, and objections before the visitor has a reason to bounce.
Founders learning GEO / GEO
Extractable proofEvery route carries its own proof spine, so the page can earn trust from a cold search result or an AI answer.
Specific claims that can be checked, quoted, and compared.
01
Raw HTML content
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Structured data
03
AI-search discovery files
Packages
Pick the double-wedge depth that matches the surface.
The offer stays consistent: answerability for AI/search, desirability after the click, and a clean path to the right buyer.
Launch
$5K
One AI-search-ready landing page for one serious offer.
- Answer layer: crawlable HTML, entities, schema, answer-shaped copy
- Desire layer: positioning, copy, custom design
- Analytics plus payment, booking, or contact path
- 2 rounds, 2-3 weeks
Growth
$10K
A broader trust system around the main offer without losing the double-wedge focus.
- Everything in Launch
- 3-5 custom pages for proof, trust, and offer context
- Advanced SEO/schema and GEO for AI citation
- Richer analytics, events, and conversion optimization
Scale
$15K+
A fuller answer-and-desire system for multi-offer or catalog-ready businesses.
- Everything in Growth
- 6+ pages, catalog-ready architecture, CMS path if needed
- Site-wide SEO/GEO and multilingual structure
- Performance hardening, docs, and handoff
Every package includes strategy, copy, design, build, SEO/GEO structure, deployment handoff, and one month of post-launch support.
Scope
What this route is optimized to make obvious.
The surface is deliberately narrow: it explains one audience, one signal, one commercial promise, and the proof needed to trust it.
Founders learning GEOGEORaw HTML contentStructured dataAI-search discovery files
Objections
Questions this audience asks before they trust the page.
Does GEO guarantee recommendations?
No. It makes you eligible to be understood, compared, and cited correctly. Recommendation still depends on relevance and trust.
Is GEO separate from SEO?
No. It is a layer on top of technical SEO, content clarity, and proof.
Project brief
Send the facts that let me scope the right page.
Include the offer, buyer, price point, current URL, proof, timeline, and the one thing the page must prove. A concise email is enough to start.
01
What do you sell, and at what price?
02
Who buys it, and what do they compare you against?
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What proof already exists?
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What should AI/search understand about you?
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What has to happen after launch?
Decision
If this page is the first touch, it should still be enough.
That is the point of a serious route: it sells the fit, carries the proof, and gives the right buyer a clean next step.