Projects

HackerScope AI

An AI-powered startup research and validation platform. It runs AI-assisted research workflows that turn market signals into structured business ideas, chaining multiple APIs and AI systems to automate research, analysis, and content generation.

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What it does

HackerScope AI is a startup research and validation platform. It takes market signals and turns them into structured business ideas you can actually evaluate, running the research, analysis, and write-up steps that would otherwise be done by hand.

The core is a set of AI-assisted research workflows. Each one chains several APIs and AI systems together, so a single request moves through gathering signals, analysing them, and generating the written output without manual hand-offs between steps.

How it's built

The workflows sit on top of a few services, each doing one job:

  • Claude (Anthropic API) handles the analysis and content generation.
  • Exa pulls the market signals and source material the research runs on.
  • Supabase stores the data and handles auth.
  • Stripe handles billing.
  • Next.js is the application layer that ties it together.

What makes it more than a single prompt is the chaining: research, analysis, and content generation are separate stages wired into one workflow, so raw signals come in one end and a structured idea comes out the other.

Status

HackerScope AI is a personal product I built and shipped, and I'm keeping it live for now.