Built on 15+ years in organic search.
AI search optimization, engineered.
Buyers search Google, ChatGPT, Perplexity, Reddit, and LinkedIn before they ever talk to sales. Each platform retrieves and ranks information differently. We build the entity architecture and content systems that make your brand citable across all of them.
Trusted by teams who value systems over shortcuts.
Needle
NeedleNeedleNeedleNeedleNeedleSeven discovery surfaces. Most brands are visible on one.
Invisible outside of Google
Your brand ranks on Google. But when a buyer asks ChatGPT for a recommendation, searches Perplexity for a comparison, or scrolls Reddit for real opinions, your name doesn't come up. Each of these platforms pulls from different signals, and Google rankings transfer to none of them.
No entity presence for AI systems
LLMs don't crawl your site the way Google does. They pull from knowledge graphs, structured data, entity relationships, and patterns across the web. If your brand doesn't exist as a defined entity with clear topical associations, AI models have nothing to reference when generating answers.
The infrastructure window is closing
Most companies are watching AI search from the sidelines, waiting for best practices to emerge. The brands building entity architecture and citation signals now are the ones LLMs will default to for the next several years. Early infrastructure becomes the moat.
How GEO and SEO actually differ.
Ranking first on Google doesn't translate to AI visibility. The signals are different. The infrastructure is different. GEO requires its own architecture, built specifically for how AI systems and community platforms retrieve and surface information.
The system behind AI visibility.
Four phases. Each one builds the infrastructure that makes your brand a default source across AI-generated answers and organic discovery surfaces.
AI visibility assessment
We map your current presence across AI search platforms and community surfaces. Where are you being cited? Where are competitors showing up instead? What entity signals exist, and what's missing? This gives us the baseline.
- LLM user agent tracking and referral analysis
- Entity presence assessment
- Competitor citation analysis across ChatGPT, Perplexity, AI Overviews
- Content retrievability scoring and query fanout mapping
Entity architecture
We build your brand's entity infrastructure: structured data, knowledge graph signals, topical associations, and the semantic markup that AI systems use to understand and categorize your expertise.
- Brand entity definition and schema markup
- Topical authority mapping for AI retrieval
- Structured data architecture (JSON-LD, semantic HTML)
- Cross-platform entity consistency
Citation and presence engineering
Content restructured for passage-level retrieval. Authority placed across the sources these models trust. Brand presence engineered on the community platforms where your buyers already research.
- Content restructuring for AI retrieval patterns
- Authority source placement across platforms
- Community platform strategy (Reddit, Quora, LinkedIn)
- Platform-specific optimization
Monitoring and expansion
AI search is moving fast. We track your visibility through LLM user agent logs, referral data, and server-side analytics. Real data, not guesswork.
- LLM user agent tracking and referral dashboards
- Competitor visibility monitoring
- Ongoing entity signal maintenance
- Platform evolution tracking and new surface expansion
Concrete deliverables. No vague promises.
AI visibility assessment with LLM referral and user agent analysis
Entity architecture blueprint and implementation
Structured data and schema markup system
Query fanout mapping across all major discovery surfaces
Content restructuring for AI retrieval
Citation signal strategy and execution
Community platform visibility plan (Reddit, Quora, LinkedIn)
Brand entity consistency assessment
LLM referral tracking and server log dashboards
Monthly AI visibility reporting with real attribution data
Ongoing optimization as platforms evolve
Built for companies that want to own the AI answer.
This is for you if:
- You're building a brand and want AI visibility as part of the foundation from day one
- Your competitors are getting cited by ChatGPT or Perplexity and you aren't
- You want to build AI visibility infrastructure now, before the window closes
- You understand that the companies building entity architecture today will be the default sources tomorrow
- You know your buyers research across multiple platforms before talking to sales
This probably isn't for you if:
- You're looking for a quick hack to appear in ChatGPT results
- You think prompt tracking is a real KPI
- You don't believe AI search will meaningfully affect your market
- You want to wait until "best practices" are established
Frequently asked questions.
Generative Engine Optimization. The discipline of building the infrastructure that gets your brand cited in AI-generated search results: ChatGPT, Perplexity, Google AI Overviews, Bing Copilot, and whatever comes next.
Usually not. Google rankings run on backlinks, keyword relevance, and page-level signals. AI systems pull from entity relationships, structured data, and source authority patterns. We've seen brands ranking first on Google that don't appear in a single AI-generated answer for their category.
No. GEO builds on top of strong SEO infrastructure. The entity architecture and structured data you build for AI visibility also strengthens your traditional search presence. They compound together. And if you don't have SEO infrastructure yet, we build that too.
Google AI Overviews, ChatGPT (web search), Perplexity, Claude, Bing Copilot, and the community platforms these models pull from: Reddit, Quora, LinkedIn. Each has different retrieval patterns and citation behaviors.
Through LLM user agent tracking, referral analytics, and server-side logs. We track which AI crawlers access your content, which platforms send referral traffic, and how your entity signals change over time. Real data from confirmed sources.
Entity architecture changes can start producing citations within 4-8 weeks, depending on your existing web presence and domain authority. Full citation infrastructure typically compounds over 3-6 months.
No one can. AI citation is probabilistic, and these platforms update their retrieval systems constantly. What we build is the infrastructure that maximizes your probability of being cited, tracked through real analytics.
No lock-in. We work on structured engagements with clear deliverables and timelines. You stay because the infrastructure is producing results.
GEO is typically scoped alongside or as an extension of SEO infrastructure work. We build proposals around your specific market, competitive landscape, and existing web presence. Get in touch and we'll scope it for your situation.
Make your brand visible where buyers actually search.
Book a focused AI visibility review. We'll map your current presence across discovery surfaces and show you what it takes to build the infrastructure that gets you cited.
No long-term lock-in. Structured execution. Full transparency.