01
Gather the signal
Collect permitted public feedback from the places your buyers already speak, with provenance attached.
Research instrument for digital product makersSignal over instinct / 2026
Public feedbackDemand signalsBuild-ready brief
Not just sentiment analysis
See the work between the words.
A low rating is not a product brief. The useful part is the repeated, specific obstacle underneath it — the workaround, the missing step, the moment a buyer gives up. Loom finds that thread and makes it legible.
Every opportunity comes with context, confidence, and constraints.
02
Find the repeat
Cluster the same friction across reviews and comments, then estimate whether the need has enough weight.
03
Shape the answer
Turn the strongest complaint into a usable product concept, structured content, and build-ready next steps.
A disciplined path from complaint to solution
A loom, not another dashboard.
The output is designed to leave the research tab. You get a clear product angle, usable structure, and the decisions that make the work defensible.
INPUT
Reviews, comments, recurring friction
METHOD
Cluster, test, estimate, constrain
OUTPUT
A practical product concept to build
Responsible by design
Better products start with better listening.
Grievance Loom helps you learn from customer language without treating people as raw material. The safeguards are part of the opportunity, not a footnote after it.
The brief keeps its receipts.
Feedback is treated as evidence, not owned content.
Privacy, copyright, and platform terms stay in the brief.
Demand signals are explained, not inflated into certainty.
Bring us the friction