Build from pain.Not assumptions.
GripeToGold turns recurring public complaints into ranked, source-linked product opportunities you can review in minutes.
From public frustration to a decision-ready brief.
Collection, qualification, and opportunity framing live in one reviewable flow.
Find a narrow workflow you can prototype without a large engineering bet.
No-code research focuses on repeated manual steps, clear buyer intent, and opportunities that can be tested with a lean stack.
Map manual friction
Group complaints about copy-paste work, disconnected tools, and repetitive setup.
Scope for no-code
Prioritize a clear trigger, one main workflow, and an outcome a small automation can deliver.
Run a prototype test
Turn the strongest signal into a landing page, concierge workflow, or automation-first MVP.
A short path from signal to next move.
Scan the score, understand the pain, inspect the source, and decide what to validate next.
Automated invoice follow-up for small service teams
Recurring pain around late-payment reminders points to a narrower, workflow-first receivables product.
Why this opportunity ranked first
Repeated urgency, clear buyer context, and a focused MVP path outweighed broader but less actionable complaints.
Deeper validation fields
Customer profile, build angle, MVP scope, risks, and the next validation step continue in the full report.
More depth, from $1.
Choose the amount of scoring and decision context you need. Paid checkout is handled securely by Gumroad.
Essential signals
A concise, source-linked feed for builders who want a fast research shortcut.
- Weekly + monthly reports
- SaaS + e-commerce coverage
- Signal summaries and source links
- Email delivery
Prioritized analysis
More context and clearer review order for builders choosing what to validate next.
- Everything in Starter
- Creator Tools coverage
- Feasibility scores
- Analyst notes and priority order
Full intelligence
The complete research layer with deeper scoring, validation fields, trends, and team delivery.
- Everything in Growth
- Full scoring and Gold PDF fields
- Validation plans and risk notes
- Custom filters, API and Slack delivery
Start with a free monthly subscription.
Use your email only. Your free delivery includes:
- 4 weekly opportunity reports
- 1 monthly Gold PDF
- No credit card required
Send reports to your inbox
Free monthly access. Unsubscribe whenever you want.
Questions before choosing?
Ask about reports, plan depth, delivery, or the Team workflow.