AI Opportunity Radar

Research operating system

Evidence before narrative.

Commercial advertising is treated as a discovery signal — never as proof of profitability. Every conclusion traces back to immutable inputs, a frozen snapshot, and a named reviewer.

Collect once: Paid data is persisted and reused, never repurchased.
Unknown is valid: No fabricated precision for margin or spend.
Human gates: Models score; people promote.
Reproducible: Any published score replays from a snapshot.

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