Commercial AI visibility audit

ChatGPT Visibility Audit for Brands

A ChatGPT Visibility Audit examines whether your brand provides the signals AI systems need to discover, understand, verify, cite and evaluate your business in relevant search and recommendation contexts.

This ₹2,990 website-readiness audit evaluates published site signals; it does not run live ChatGPT, Gemini or Perplexity recommendation tests or guarantee placement. It prioritizes evidence gaps for follow-up work.

What the audit checks

Five layers between being found and being recommendable

AI Presence

Can AI systems access and discover the website and its important commercial pages?

AI Understanding

Is the brand, offer, category, audience and differentiation clear enough to interpret correctly?

AI Authority

Does the website provide credible first-party evidence, ownership context and decision-useful detail?

Citation Authority

Is there enough traceable and corroborating evidence for the brand to be supported by sources?

Recommendation Readiness

Does the brand provide enough buying-context evidence to be evaluated as a suitable option?

Who it fits and what comes next

A website-readiness diagnosis before GEO implementation

For D2C and ecommerce brands, founders, consultants and service businesses that want to identify gaps in discoverability, entity clarity, evidence and buying-context answers. Unlike a general SEO audit focused on organic search performance, this assessment organizes website evidence across five AI Visibility readiness layers. It does not measure actual recommendation frequency in live AI answers.

The service path is AI Visibility Audit (₹2,990) → optional GEO Foundation implementation → ongoing improvement where appropriate. A separate frozen-prompt measurement study can illustrate live AI testing, but that testing is not included in the standard audit.

What this reveals

Why a brand can rank in Google and still be weak in ChatGPT

Traditional search visibility and AI recommendation visibility overlap, but they are not identical. A technically sound page may still leave important questions unanswered about who the brand is for, why its claims are credible, what evidence supports them, and whether independent sources corroborate those claims.

After the audit

Prioritize the evidence gaps that matter most

The useful output is not a long checklist. It is a prioritized view of the biggest AI visibility bottleneck, the quickest credible wins, and the fixes that should come before lower-impact work.

Start with diagnosis before changing content

Run the AI Visibility Audit first, then use the findings to decide whether content, entity clarity, evidence, citation support or recommendation readiness needs attention.

Start AI Visibility Audit