A tale of two searches
Picture two people searching for a mortgage broker in Denver right now.
Person A opens Google and types "mortgage broker Denver." They see a map pack, some ads, a few organic results. They click through to two or three websites and make a decision.
Person B opens ChatGPT and types "who is a good mortgage broker for first-time buyers in Denver?" They get back a direct paragraph with one or two names, a brief explanation of why, and possibly a link. They pick up the phone and call.
Person A's journey is what SEO was built to win. Person B's journey is what GEO is built to win. Both are happening at massive scale right now. Most businesses are only optimizing for Person A.
What SEO actually is
SEO (Search Engine Optimization) is the practice of making your website appear higher in traditional search engine results pages. The signals it relies on are well-understood:
- Keyword targeting and content depth
- Backlinks from authoritative domains
- Technical performance - page speed, mobile-friendliness, Core Web Vitals
- Structured data that helps Google understand your content
- Local citations and Google Business Profile for local searches
SEO is not dead. It still drives significant traffic. But its effectiveness is eroding as more searches end without a click, and its reach does not extend to AI chat engines at all.
What GEO actually is
GEO (Generative Engine Optimization) is the practice of getting your business cited when AI engines generate responses to relevant queries. The goal is not a high ranking - it is a direct citation or recommendation in the AI's generated answer.
GEO relies on different signals:
- Brand mention density - How often is your name associated with your service and market across the web?
- Content citation patterns - Is your content written in a format that AI engines extract cleanly? Direct answers, clear claims, quotable sentences.
- Crawlability by AI bots - Many older sites block AI crawlers in their robots.txt without realizing it. GPTBot, PerplexityBot, ClaudeBot, and Google-Extended all need to be allowed.
- Authority signals in context - AI models weight mentions from recognized sources differently than obscure links.
- Consistency - The models train and update continuously. A one-time optimization decays. Daily maintenance compounds.
AEO: the bridge between them
There's a third discipline that often gets lumped in with SEO but belongs in its own category: AEO (Answer Engine Optimization).
AEO focuses specifically on getting your content selected as the direct answer in AI Overviews, voice search, and featured snippets. It's the practice of writing content that answers questions so clearly and directly that AI engines extract it as the definitive response.
FAQs are the most obvious application. But AEO also applies to how you structure service descriptions, how you write "About" sections, and how you frame your positioning. The question is always: if someone asked an AI this exact question, would our answer be clean enough to cite?
What this means for your website
A website optimized for traditional SEO but not for GEO/AEO is leaving a growing share of buyer discovery on the table. The technical foundation you need for all three is the same:
- A fast, well-structured site that all crawlers can fully access
- FAQPage, LocalBusiness, and Service schema markup
- Content written in direct question-and-answer formats
- Consistent brand presence across multiple authoritative sources
- robots.txt that explicitly allows AI crawlers
This is what we build and optimize daily for our clients. If your current site was built on WordPress, there's a good chance it's blocking AI crawlers, scores below 50 on Google PageSpeed Mobile, and has no schema markup at all.
The good news: it's fixable. And the businesses that fix it first in each market will hold a compounding advantage that gets harder to overcome every month.
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See how the AI Visibility Stack can get your business cited by ChatGPT, Perplexity, and Google AI Overviews.
