Sources
Collect
Bring public-safe source references into a structured review queue.
AuraMind Labs / research prototype
TrendAtlas turns public signals into a reviewable content brief.
The current prototype explores source intake, evidence scoring, competitor comparison and brief preparation. It is a research workflow, not a claim of live market intelligence or customer traction.
Evidence
Compare
Separate source quality, claims and competitive signals before drafting.
Decision
Brief
Prepare an output for human review rather than automatic public posting.
Current limitations
What remains a research gap.
- Prototype behavior can depend on local fixtures or explicitly configured data sources.
- Scores are not guaranteed predictions of reach, revenue or audience response.
- No public claim is made about customers, recurring use or product-market fit.
- Human source review remains required before using an output publicly.
Promotion gate
TrendAtlas stays in Labs until the product evidence changes.
Primary product placement requires stable live data, a clear user workflow, evidence quality rules, reliable output and at least one independently useful outcome or permissioned pilot.
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