GEO, AEO, and SEO: the triple visibility layer that's no longer optional

4. Citation: the cited sources appear as clickable references.

The GEO game is maximizing the odds of appearing in steps 2-4. And the criteria differ from SEO.

What actually moves the needle in GEO

After auditing 30+ sites in recent months, here's what we see working:

1. Crawlability for AI crawlers.

Check your robots.txt. Many sites block GPTBot, ClaudeBot, PerplexityBot, Google-Extended without realizing it. If you don't want to be cited, you won't be. Active choice, not default.

2. Complete schema markup.

Article, Organization, Person, Product, FAQ, HowTo, BreadcrumbList. LLMs don't read schema directly, but crawlers feeding training datasets use it to understand content faster and with less ambiguity.

3. Extraction structure.

Clear H2/H3 that answer questions. Direct answers in the first 2-3 paragraphs of each section. Bullets and lists for enumerable data. Clear definitions at first use of each technical term.

4. Citable authority.

Citations to verifiable sources (studies, papers, reports from known companies). Stats with specific dates. Attributed quotes. LLMs prefer citing content that itself cites sources.

5. Clear entity definition.

If you're "a marketing agency in Mexico City specializing in B2B SaaS", say it exactly that way. LLMs build knowledge graphs — well-defined entities get cited more.

6. Freshness.

Models prefer dated, recent content. Showing "updated May 2026" isn't cosmetic — it's a relevance signal.

What does NOT work (myths to ditch)

• Keyword density: irrelevant. Models understand semantics, not counts.
• Giant 8,000-word pillar pages: works for classic SEO, but LLMs prefer concise, well-structured answers.
• Unreviewed AI-generated content: LLMs detect patterns of their own output and penalize it in citations.
• PBN backlinks: AI engines don't use backlinks the same way. Authority is measured in different signals.

The measurement stack

Metrics that matter for GEO/AEO, not in Google Search Console:

• LLM citations: tools like Geoptie, LLMrefs, Brandlight monitor mentions in ChatGPT, Perplexity, Gemini.
• Brand mentions: brand name mentions in generated responses, with or without a link.
• Traffic referred by LLMs: GA4 now segments traffic from chatgpt.com, perplexity.ai, claude.ai, gemini.google.com.
• Conversion rate from AI-referred traffic: spoiler — usually higher than classic organic, because users arrive with clear intent.

Our framework at Geek Vibes

For clients just starting, the flow is:

Weeks 1-2: technical audit (robots.txt, schema, Core Web Vitals, crawlability).

Weeks 3-4: content audit (structure, clarity, citable authority).

Month 2: redesign core pages for extraction + set up citation monitoring.

Month 3+: continuous optimized publishing + iterate based on what's getting cited vs. not.

GEO isn't an add-on to SEO. It's now a prerequisite for staying visible.

Want to know if your site is optimized for AI search? At Geek Vibes we run GEO/AEO audits in 2 weeks. Write us at comercial@geekvibes.agency.