Entity clarity
Make your brand, people and products legible to AI models.
The next frontier of discovery. Build citation-worthy content and structure so your brand gets surfaced and cited by ChatGPT, Gemini, Claude and Perplexity.
In short
GEO and AEO make your brand the one AI tools name and quote. I'm Vishal Pothur, and I structure your site's entities, answer blocks, schema and proof so ChatGPT, Gemini, Claude, Perplexity and Google AI Overviews can understand, trust and cite your brand when buyers ask about what you sell.
More buyers now ask an AI engine before they ever hit a search results page. Generative and answer-engine optimization makes sure your brand is the one those tools cite.
I structure content, entities and proof so AI engines can confidently recommend you - the same rigour as technical SEO, aimed at a new surface.
Make your brand, people and products legible to AI models.
Answers structured the way engines like to quote.
Schema and signals that reinforce trust and accuracy.
Visibility across ChatGPT, Gemini, Claude and Perplexity.
I dig into your data, funnel and unit economics to find where the leverage and the leaks actually are.
A prioritised plan tied to revenue targets - not a checklist of random tactics.
We ship weekly with a disciplined testing cadence, so learnings compound fast.
Double down on winners, cut the losers, and grow what's already working.
Let's make your brand the one ChatGPT and Gemini cite.
AEO (answer engine optimization) targets direct answers: featured snippets, voice assistants and the short answers at the top of Google. GEO (generative engine optimization) targets the longer answers AI models write by combining several sources. They share most of the work, but GEO puts more weight on how your brand is described across other sites.
In practice I run them together, because the same pages serve both and splitting the work only creates duplicate effort. The shared groundwork looks like this:
An answer block is a question used as a heading, followed by a 40 to 60 word direct answer that makes sense on its own, then supporting detail. It works because featured snippets and AI tools lift short, self-contained passages. Vague intros, answers buried mid-paragraph and pronouns that point back to earlier text tend to get skipped.
A few rules make answer blocks more likely to be quoted. Name the subject in the answer instead of writing "it" or "this service". Include a specific fact when you have one, like a timeframe, a process step or a result from a case study. Keep the same facts identical everywhere they appear, because conflicting numbers make engines less confident about citing you.
Only add FAQ schema for questions that are actually visible on the page. Marking up hidden text or copying the same FAQ across many pages weakens trust instead of building it. Each page should answer the questions specific to its own topic.
Last updated by Vishal Pothur