PreMoney.ai
—scanned
—hot
—+categories
Find what sells.
Build what's missing.
Product opportunity intelligence, automated.
PreMoney.ai scans marketplace trends and buyer feedback to surface product gaps. It identifies underserved categories and scores where builders can fill demand.
[02] How It Works
Product research in five steps.
[01]CollectBrowses public marketplace listings via official APIs. Price, ratings, reviews, categories.
[02]AnalyzeAI identifies unmet buyer needs from public reviews. Each insight becomes a structured signal.
[03]ScoreFive-factor composite score prioritizes which categories to explore.
[04]RateBuildability score: how feasible it is to create a quality product in this category.
[05]SurfaceDashboard with ranked opportunities and detailed breakdowns.
[03] Scoring Model
Every category scored 0–100. Five factors. One number.
20%
Demand
25%
Gap
15%
Saturation
15%
Trend
25%
Buildability
HOT75–100
WARM50–74
COOL25–49
PASS0–24
[04] Thesis
The best products are built into proven demand, not launched into silence.
Millions search for products daily — templates, tools, digital goods. Reviews reveal what buyers wish existed: missing features, better design, smoother workflows.
These signals reveal what to build next — whether launching a first product or expanding an existing shop.
PreMoney.ai automates the research.