How to check whether your business appears in ChatGPT answers
Check whether ChatGPT mentions or recommends your business with a repeatable question set, source review and practical guidance on interpreting the results.
7 min read · Taksh Dange
Insights
practical notes on AI visibility and GEO.
Methods, examples, limitations, and primary sources for teams that want to understand how AI-assisted discovery works.
Four practical guides
understand the answers. know your next step.
Guides by Taksh Dange on checking your starting point, reviewing an audit and measuring useful progress.
7 min read · Taksh Dange
What an AI visibility audit includes
Learn what an AI visibility audit should deliver: a defined scope, recorded answers, source checks, technical findings and a prioritised plan for your team.
7 min read · Taksh Dange
GEO and SEO: what overlaps and what should you measure?
Understand where GEO and SEO overlap and how to measure search traffic, AI mentions, citations and enquiries without confusing delivery with business outcomes.
8 min read · Taksh Dange
Why ChatGPT recommends your competitor instead of you
Investigate why a competitor appears in ChatGPT answers. Check the questions, sources, crawler access and content gaps, then choose evidence-led improvements.
7 min read · Taksh Dange
Publishing standard
methods you can inspect.
Each guide links to primary documentation beside platform-specific claims. Public website examples are identified, and hypothetical scenarios are labelled. A small answer sample is a starting point for investigation, not a measure of platform-wide market share.
Need a starting point?