[ Opportunity validation ]
Treat scores and forecasts as research, not a verdict
Stack product score, market estimated revenue, competition, seasonality, and a forecast range. If history is thin, confidence drops. That is a reason to Test or Watch, not to invent certainty.
Score is a starting point
VolumeScore™ and MarketScore™ compress several stored signals. Read the inputs. A strong score with high competition or thin history is still a test, not a green light.
Forecast is a range
Horizons from 30D to 5Y return a demand range, stance, and recommendation. Longer horizons are less precise. Track Forecast is not live.
Estimates stay estimates
Estimated revenue and TAM are modeled monthly ranges. They are not observed checkout or ad-spend totals. Use them to compare opportunities, then validate with your own tests.