$89.90 AI market study instead of a $50k agency report
Generic AI report generator competing against founder due diligence and cheap consultants.

AI market research in 30 minutes, but Perplexity and $1000 consulting already beat this.
Founders, SMEs, early-stage investors validating market opportunities.
Perplexity Pro · McKinsey alternatives · Magic
It’s meant for early exploration and decision-making, not a replacement for deep research. I’d love feedback and what’s missing.
Generic AI report generator competing against founder due diligence and cheap consultants.
Bootstrapped confidence intervals on hiring trends, not just raw job counts.
Useful career signals, but LinkedIn Salary and Levels.fyi already dominate this space.
Social listening for Reddit when Brand24 and Mention already dominate this space.
The project is opinionated in a good way: reports are assumption-first, label observed vs inferred claims, and embed retrieval timestamps and source URLs so you can audit what the model actually used. It’s smart product thinking — single-command /report, an assumptions ledger, and TUI onboarding — but it’s essentially a focused fork of OpenCode with expected friction (multiple API keys, Bun runtime), not a ground-up reinvention.
Seven AI agents debate bull-vs-bear before execution—actual architecture, not just API chaining.