The Problem
Brands obsess over Google SEO. But nobody was tracking how they show up in ChatGPT, Perplexity, and Gemini — where millions of buying decisions now start. If a customer asks "What's the best CRM for dentists?" and your brand isn't in the answer, you just lost a lead you never knew existed.
The Solution
Built a real-time brand visibility monitoring platform from zero — solo.
- —DataForSEO APIs pull live SERP and AI-search results
- —LLM-powered scoring evaluates brand mention quality, sentiment, and positioning
- —React dashboard gives enterprise teams a clean, real-time view of their AI-search footprint
- —Java backend handles data pipelines, caching, and API orchestration at scale
The Result
- —Solo-built from architecture to production deployment
- —Monitors brand visibility across generative search engines most analytics tools ignore
- —Iterated through multiple versions using the same build-measure-learn loop as a seed-stage startup
What I Did
Backend architecture & API designLLM pipeline integration (OpenAI + Anthropic)Frontend dashboard (React + Tailwind)Deployment & production monitoring