The challenge
Brands had no way to see whether AI assistants like ChatGPT, Claude, Gemini and Perplexity recommend them when buyers ask for options. Traditional SEO tools measure Google rankings — not what a language model says.
Our approach
A platform that runs a brand’s real prompts across the major AI models, measures whether and how it is mentioned, and turns the gaps into a prioritised action list — on a lean Node.js / Express stack.
What we delivered
A production, multi-tenant product that tracks visibility across four leading AI models and explains exactly what to fix — from internal tool to live commercial platform.
- Node.js
- Express
- LLM APIs
- SEO engine
- Multi-tenant SaaS