AI Answer Visibility
Become clear, consistent, and citable in generative answers that shape vendor shortlists and buyer research.
Buyers increasingly ask assistants for recommendations. We strengthen how engines resolve your entity, cite your expertise, and connect visibility to first-party demand through answer-ready content, machine-readable surfaces, and a measurement loop leadership can trust.
Who this is for
Consumer and B2B brands in regulated and fast-moving markets, including fintech, medtech, consumer, and wholesale.
Approach
- Assess how generative engines currently understand and cite you
- Strengthen entity clarity, answers, and machine-readable signals
- Install a measurement loop for visibility and citation quality
- Connect visibility work to first-party demand outcomes
What we deliver
- Generative visibility assessment and roadmap
- Entity and answer-ready content architecture
- Machine surfaces for AI discovery and citation
- Measurement cadence tied to demand outcomes
Common questions
What is the difference between SEO, AEO, and GEO?
SEO optimizes for a ranked list of links. AEO (Answer Engine Optimization) optimizes for being the extracted answer in a featured snippet or AI overview. GEO (Generative Engine Optimization) optimizes for being named and cited inside a synthesized answer from ChatGPT, Gemini, Claude, or Perplexity. They share fundamentals like crawlability and structure, then diverge: SEO rewards authority on your domain, while GEO rewards corroboration across sources you do not own.
Why doesn't my company show up when I ask ChatGPT or Gemini about my industry?
Usually one of three reasons. The engine cannot resolve your company as a distinct entity because nothing outside your site corroborates that you exist. Your pages use internal vocabulary that never matches the queries the model fans a prompt out into. Or something mechanical blocks retrieval, like canonical URLs that redirect, a JavaScript-only page, or a CDN turning away AI crawlers. Entity resolution is the most common and the least obvious.
How do I get my business to appear in AI answers?
Make the entity resolvable before optimizing any page. That means one canonical domain, structured data that links external profiles together, and corroborating mentions on sources you do not control. Then match buyer vocabulary rather than internal jargon, and publish formats engines cite: comparisons, explainers, definitions, and benchmarks rather than opinion pieces.
How long does GEO take to work?
Mechanical fixes to crawlability and structured data can surface within days once the index refreshes. Submitting to Bing matters because ChatGPT search and Copilot lean on it. Entity resolution is slower, typically weeks to months, because it depends on independent sources appearing and being recrawled. Fixed timelines for citation are guesses.
Is GEO just SEO with a new name?
No. Classic SEO is mostly about your own site. For vendor-selection questions, generative engines weight third-party sources heavily because a company's own site is the least credible source about that company. That reverses the usual budget split: much of the work that moves generative visibility happens off your domain.
What is llms.txt and do we need one?
A plain-text file at the root of your site that states, in a form a model can read cheaply, who you are, what you offer, and where your machine-readable surfaces live. It is a convention rather than a standard, and no engine guarantees it is read. It costs little to publish and forces a useful exercise: saying plainly what your company does without marketing language. Ours is at /llms.txt.
Based in Sarasota, Florida. We work with companies anywhere in the United States and internationally; most engagements are remote.
Contact us about AI Answer Visibility or book a 30-minute call.