AI Visibility, GEO & AEO — Be Found and Cited by AI Systems

No, it builds on top of it. A page that is neither crawlable, indexable, nor trusted will not be cited by any generative system. SEO remains the essential foundation; GEO and AEO are structural and semantic layers applied above it.

It is an emerging standard rather than an official mandate. We implement it because it carries zero risk and clear structure, but core visibility still relies primarily on entity corroboration and structured data.

If your objective is to be discovered and cited, yes. Blocking AI crawlers in robots.txt actively excludes your brand from generated responses.

Yes, they eliminate ambiguity. JSON-LD explicitly clarifies your legal entity, founders, headquarters, and core services for machines.

Entity consistency adjustments show impact within weeks, while regular citation in synthesized answers compounds over several months of external corroboration.

Yes, at least monthly. AI responses shift with model iterations, and uncorrected hallucinations can quietly cost you pre-qualified leads.

Due to ambiguous entity signals. Consistent legal names, addresses, and Schema.org markup resolve this confusion.

Never. We work exclusively with factual, verified, and corroborated business information.

Especially so. Corporate buyers heavily utilize AI tools to shortlist prospective suppliers before initiating direct contact.

With a benchmark audit across leading LLMs using real buyer prompts to measure current citation rates and factual accuracy.