Organization Card

Taptwice Media

We research how AI engines represent businesses — and we publish the data.

Taptwice Media is an Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) agency based in India. We help brands become visible inside ChatGPT, Google Gemini, Perplexity, and Google AI Mode.

Our research team runs prompt-standardized studies across AI engines to understand how local businesses, industries, and brands are represented in AI-generated answers. We publish the underlying datasets here so the AEO/GEO community can build on them.

Research published

Dataset	Description
us-plumbing-ai-visibility-2026	200 AI engine answers across 4 engines × 50 US states. Labeled winning sentiments, red flags, named businesses, and citation URLs. First published baseline for AI visibility in local service categories.

What we study

Which signals AI engines reward when recommending local businesses
How citation graphs differ across ChatGPT, Gemini, Perplexity, and AI Mode
Engine-specific weighting of licensing, reviews, pricing, and availability signals
Regional and climate-driven vocabulary patterns in AI answers