Frequently Asked Questions

What is Generative Engine Optimization (GEO)?

Generative Engine Optimization (GEO) is the practice of structuring a business's digital presence so AI systems like ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews discover, cite, and recommend it. Unlike SEO, which optimizes for ranking in a list of links, GEO optimizes for inclusion inside an AI-generated answer. It combines entity establishment, factual density, schema markup, and cross-platform presence.

How is GEO different from SEO?

SEO optimizes for a ranked list of blue links. GEO optimizes for being quoted inside a generated answer. SEO rewards backlinks and keyword targeting. GEO rewards entity clarity, factual density, source citation, and cross-platform presence. The correlation between SEO rankings and AI visibility dropped from 76% to 38% in one year (Ahrefs, 2026). They are related but increasingly distinct disciplines.

Why does GEO matter for small businesses?

AI-referred web sessions grew 527% year over year (Semrush, 2025). 26% of brands have zero AI mentions regardless of how they rank in traditional search (Passion Fruit, 2025). For small businesses, GEO is the fastest-growing discovery channel and the one most likely to level the playing field against legacy brands. Getting cited by AI is now as important as ranking on Google used to be.

Is GEO just a fad, or is this a real shift?

Real shift. 60% of ChatGPT queries are answered entirely from training data with no web retrieval (Digital Bloom, 2025). Pages that lose their AI Overview citation see a 61% CTR drop (Semrush, 2025). AI is becoming the interface layer for discovery, and the businesses that adapt their digital presence early will compound advantage over those that don't.

How do AI systems like ChatGPT decide what to cite?

Each platform pulls from a different source. ChatGPT answers roughly 60% of queries from parametric training knowledge and uses Bing for live retrieval, with 87% of its citations matching the Bing top 10 (Seer Interactive, 2025). Perplexity relies on live retrieval and weights Reddit heavily. Only 11% of domains are cited by both ChatGPT and Perplexity (Digital Bloom, 2025). No single fix wins every platform.

Does ranking on Google still matter for AI search?

Partially. Google AI Overviews pull 93.67% of citations from the top-10 organic results (Ahrefs, 2026), so Google rankings still matter there. But the correlation between SEO rankings and AI visibility overall dropped from 76% to 38% in one year (Ahrefs, 2026). Ranking helps but no longer guarantees AI visibility. You need entity-level signals AI systems can resolve independently of search rankings.

Why am I invisible to ChatGPT even though I rank on Google?

Because 60% of ChatGPT queries are answered from training data without any live web search (Digital Bloom, 2025). Your Google ranking is irrelevant when the model isn't looking at Google at all. ChatGPT relies on the thoroughness of your digital presence across its training corpus, not where you rank today. The fix is entity establishment and cross-platform presence, not more backlinks.

What is an entity anchor and why does it matter?

An entity anchor is a short, repeated, byte-identical description of your business used across every digital surface you control. It's how AI systems resolve who you are when they encounter your brand name. Businesses with proper entity establishment are 5.25x more likely to be recommended by AI systems (Profound, 730K ChatGPT conversations, 2026). Consistency compounds. Variety dilutes.

Who is Holographic Solutions?

Holographic Solutions is a GEO research and strategy firm that specializes in getting small businesses discovered, cited and recommended by AI systems like ChatGPT, Perplexity, Claude and Google AI Overviews. Founded in 2025 in Denver, CO, Holographic Solutions creates research-backed GEO frameworks to help entrepreneurs establish themselves as an entity so they can get found by each major AI platform and suggested locally.

Who is Lawrence Mack?

Lawrence Mack is the founder of Holographic Solutions. Based in Denver, Colorado, he has spent the past 10 years working as a creative in emerging technology as an entrepreneur, poet, synthesizer, and researcher. He founded Holographic Solutions in 2025 to help small businesses adapt to the disruption AI is causing across industries and to address the gap between how people search and how they discover.

Where is Holographic Solutions based?

Holographic Solutions is based in Denver, Colorado, United States. The company was founded in 2025 by Lawrence Mack. It operates as a GEO research and strategy firm serving small businesses, creative entrepreneurs, and solo service providers across the US and internationally through digital products and consulting.

What is the 10-Dimension GEO framework?

The 10-Dimension GEO framework is a self-audit system for measuring AI visibility across ten measurable dimensions: Definition Clarity, Quotable Authority, Factual Density, Source and Citation Quality, Q&A Alignment, Entity Establishment, Topical Authority, Structural Clarity, Freshness and Recency, and Cross-Platform Presence. It was built from the Princeton GEO study (KDD 2024), Digital Bloom's 680M+ citation analysis, Semrush AI Visibility Index, Ahrefs 863K keyword analysis, and additional peer-reviewed sources.

What makes Holographic Solutions different from SEO agencies?

Most SEO agencies are retrofitting GEO as an add-on service. Holographic Solutions was built GEO-first, specifically for the post-search era. The products are research-backed and self-audit based, which means you keep the framework and can reuse it as AI platforms evolve. No retainers, no treadmill. Every framework and tool is filtered through the founder personally and tested before shipping.

What's the difference between the free checklist, the Self-Audit, and the Comprehensive Audit?

The Free 10-Dimension GEO Checklist is a 3-page starting point to figure out where you stand. The 10-Dimension GEO Self-Audit ($29) is the full guide with scoring rubric, examples, and the one-prompt entity establishment system. The Comprehensive GEO Audit (coming soon) is a 20-dimension flagship audit covering 15 AI platforms and tools, benchmarked against your live URL.

How much does a GEO audit cost?

The 10-Dimension GEO Self-Audit is $29. The free 10-Dimension GEO Checklist is $0. Hourly consulting is $150. The upcoming Comprehensive GEO Audit will be priced separately as a flagship product. Holographic Solutions is priced to be accessible to solo entrepreneurs and small businesses, not enterprise brands paying agency retainers.

How long does it take to see results from GEO?

GEO results compound over weeks and months, not days. Perplexity weights content from the past 90 days 4.1x higher than older content, so fresh changes show up there fastest. ChatGPT relies more on training data, so entity establishment effects take longer as models retrain. Cross-platform presence typically shows measurable lift within 30–60 days if executed consistently.

Do I need to be technical to use the Self-Audit?

No. The 10-Dimension GEO Self-Audit is designed for non-technical small business owners, creators, and solo service providers. It uses plain language, worked examples, and a scoring rubric you can apply to your own site in under an hour. If you can write a sentence about your business, you can run the audit. No coding required.

Can I do GEO myself, or do I need an agency?

You can absolutely do GEO yourself. That's why the self-audit system exists. Agencies charge retainers to do work that, for most small businesses, is understandable and repeatable once you have the framework. The Self-Audit gives you the same intel big brands pay agencies for, at a fraction of the cost. Hire an agency only if your time is worth more than the learning curve.

How does the Comprehensive GEO Audit work?

The Comprehensive GEO Audit (coming soon) runs a deep analysis of your digital presence starting with your website URL. You get a benchmark score across 20 dimensions and 15 AI platforms, along with a tailored step-by-step guide to increase it. It is designed as an ongoing reference and individual roadmap, not a one-time report. Pricing and availability will be announced on the homepage.

Do you offer consulting calls?

Yes. Hourly consulting is available at $150 for troubleshooting, strategy, and solutions for GEO challenges or adjacent problems. There is also a free 15-minute discovery call for anyone considering the Comprehensive Audit or wanting to scope a project. Both are bookable through Calendly from the homepage.

How do I get started?

Start with the Free 10-Dimension GEO Checklist to see where you stand. If you want the full system, the 10-Dimension GEO Self-Audit ($29) walks you through each dimension with examples and a scoring rubric. If you want direct help, book a free 15-minute discovery call. All three paths live on holographicsolutions.xyz.