Signal fusion
Cross-Signals
Combine trend, gap, competitor, social, and market evidence into a unified signal map.
Commerce dimensions
No shop or ad records exist yet, so there is nothing to cross-reference against the recorded product trends. The two ad sources TIYF is set up for are the Meta Ad Library (free developer access, but Meta requires identity verification) and the Google Ads Transparency Center; both are shown as “Needs setup” until access is granted. Once either supplies records, TIYF links them to a product only where they share a recorded product term, brand or domain and fall in the same capture window, UK records first — co-occurrence in time, never a causal claim, and never sales, revenue or return on ad spend.
Co-occurring recorded evidence — no correlation is calculated
No cross-signal matches yet
The map will populate only after multiple verified inputs overlap.
Scoring inputs
Loading state
Evidence and sources
Correlated source clusters and conflict notes will appear here.
Scoring inputs
| Signal area | Status | Evidence | TIYF Opportunity Score |
|---|---|---|---|
| Trend overlap | Awaiting live data | No recorded evidence for this item yet | Score pending |
| Gap overlap | Awaiting live data | No recorded evidence for this item yet | Score pending |
| Market context | Awaiting live data | No recorded evidence for this item yet | Score pending |
| Confidence conflicts | Awaiting live data | No recorded evidence for this item yet | Score pending |