Hyderabad, India · Founder of Calyx Core
GEO & AEO

Get cited by
the AI answers.

The next frontier of discovery. Build citation-worthy content and structure so your brand gets surfaced and cited by ChatGPT, Gemini, Claude and Perplexity.

Explore GEO

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.

Overview

Search is splitting. Be visible in both.

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.

Best for
Forward-looking brands
Engines
ChatGPT · Gemini · Claude · Perplexity
Deliverables
Entity & content structure
Why now
Early-mover advantage
What's included

What GEO & AEO covers.

Entities

Entity clarity

Make your brand, people and products legible to AI models.

Content

Citation-worthy content

Answers structured the way engines like to quote.

Schema

Structured data

Schema and signals that reinforce trust and accuracy.

Coverage

Multi-engine

Visibility across ChatGPT, Gemini, Claude and Perplexity.

How it works

A clear path from audit to scale.

01 - Audit

Audit & discovery

I dig into your data, funnel and unit economics to find where the leverage and the leaks actually are.

02 - Plan

Strategy & roadmap

A prioritised plan tied to revenue targets - not a checklist of random tactics.

03 - Build

Execution & testing

We ship weekly with a disciplined testing cadence, so learnings compound fast.

04 - Scale

Scale & optimise

Double down on winners, cut the losers, and grow what's already working.

FAQ

GEO and AEO questions, answered.

Is GEO just SEO rebranded? +
No, though they overlap. SEO ranks pages in search results. GEO (generative engine optimization) works on being understood and cited inside AI answers from ChatGPT, Gemini, Claude, Perplexity and Google AI Overviews. Strong SEO helps GEO, but entity clarity, answer blocks and proof matter more there.
Can you measure AI visibility? +
Yes. I test a fixed set of buyer questions across ChatGPT, Gemini, Claude and Perplexity on a regular schedule and track whether, how and where your brand is mentioned or cited, alongside referral traffic from AI tools in analytics.
Is it too early to invest? +
No. Early movers are getting cited while competition for AI answers is still thin. The work also strengthens classic SEO, because clear entities, direct answers and structured data help Google too. The cost of visibility only goes up as more brands catch on.

Want AI to recommend you?

Let's make your brand the one ChatGPT and Gemini cite.

What's the difference between GEO and AEO?

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.

  • Question-led headings with short, direct answers underneath
  • Consistent brand, founder and service facts on every page
  • Schema that matches what's visible on the page
  • Proof such as case studies and named outcomes
  • Mentions on directories, publications and social profiles that AI tools also read

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:

What does a good answer block look like?

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.

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