How It Works
Search engines no longer rank pages.They synthesize answers.
Understanding GEO means understanding how generative AI selects, interprets, and cites information. This is the model we use to make that process visible.
Traditional Search
Query → Index → Ranked List
Users received 10 blue links. Success meant appearing high on the list. The metric was position.
Generative Search
Query → AI → Synthesized Answer
Users receive direct answers. The AI selects, synthesizes, and (sometimes) cites. The metric is inclusion.
The GEO Process
Three steps.One system.
See where you're cited
Track AI responses and benchmark competitors
Lumar GEO Studio continuously queries AI search engines with terms relevant to your brand and industry. We capture the full response: the answer, the citations, and the sources selected.
Track your visibility relative to competitors across the same query sets. Understand where you're winning, where you're losing, and what separates the two.
This isn't sampling. It's systematic observation across Google AI Overviews, ChatGPT, Perplexity, and emerging platforms.
Competitive intelligence that's specific to generative search, not borrowed from traditional SEO.
Find what's holding pages back
Understand citation patterns
We break down which content gets cited, why, and how often. Our analysis reveals the content characteristics, entity relationships, and structural patterns that correlate with AI selection.
You'll see not just if you're cited, but why competitors are when you're not.
Get the specific fixes
Recommendations grounded in what we observe
Based on our analysis, receive actionable recommendations tailored to how AI systems work. Not generic SEO advice. GEO-specific guidance grounded in what we observe.
Recommendations are prioritized by potential impact and difficulty of implementation.
The Information Pipeline
From content to citation
Understanding where in this pipeline your content succeeds or fails is the foundation of GEO.
Your Content
Pages, structured data, entities
Crawled & Indexed
Discovered by AI systems
Candidate Selection
Considered for the answer
Synthesis
AI generates response
Citation
Referenced (or not)
Lumar GEO Studio provides visibility into what was previously a black box
Insights
Questions you can finally answer
GEO has been opaque because there was no way to systematically observe it. Lumar GEO Studio changes that by giving you data where before there was only guesswork.
Is my brand being cited in AI answers?
Which queries do I appear for, and which do I miss?
What sources are being chosen instead of mine?
What do those sources have that I don't?
How has my visibility changed over time?
Am I gaining or losing ground to competitors?