Gym Analyser

Problem

Understanding the fitness market at scale — who the players are, how they present themselves, what's missing — can't be done manually. You need a system.

Solution

A Playwright-based crawler that discovers gym websites, captures AI-readable snapshots, and runs structured analysis across the collected data — turning raw web pages into a usable market overview.

Outcome

Generated the market research that informed the TrainerSpot concept and positioning. A reusable tool for any industry-level web research.