Billion-Dollar Problem Harvester & Solution Router
Creators and marketers lose momentum when problems are handled ad‑hoc: scattered comments, buried DMs, and thread replies that never turn into assets. The highest‑ROI move is to harvest problems systematically and route them to the right tool or guide—then measure what happens next. This simulator models that loop. Collect weekly problem submissions, tag them by category, select the best‑fit tool, and forecast clicks, leads, and revenue. It’s your operating system for turning audience pain into compounding growth.
Use this to prioritize which tools to feature, how to frame solutions, and where to deploy proof. It’s lightweight, client‑side, and runs anywhere—paste into Blogger or host externally. The chart shows how routing efficiency changes outcomes, the report table displays week‑by‑week results, and the JSON block captures assumptions to share or version. No login, no backend—just data‑driven clarity and a repeatable process that scales.
Problem → solution
Problem: Valuable problems arrive daily but get lost. Without a routing system, you miss chances to point readers to existing tools, build new ones, and capture compounding value. Engagement feels busy, not productive.
Solution: A harvest‑and‑route flywheel. Collect problem signals, tag them, route to the best tool or create a minimal solution, then measure clicks, leads, and dollars. Improve proof, reduce friction, and repeat weekly. The simulator shows exactly where a small tweak unlocks disproportionate ROI.
Harvest & route inputs
Problem signals (weekly)
Routing efficiency & conversion path
Forecast report
| Week | Clicks | Leads (incl. retention) | Revenue ($) |
|---|
Download JSON assumptions
How to use
- Centralize signals: Funnel comments, DMs, forms, and email questions into one inbox.
- Tag problems: Label by category, urgency, and intent to reveal patterns and repeats.
- Route fast: Link to the best existing tool or ship a minimal solution within 24 hours.
- Attach proof: Add mini case studies, testimonials, and transparent comparisons.
- Reduce friction: Keep the path simple: landing → tool → offer with one clear CTA per stage.
- Calibrate weekly: Replace assumptions with actuals and optimize the weakest lever first.
Best practices
- Utility first: Tools that save time or remove steps convert better and retain longer.
- Signal quality: Prioritize specific asks and repeat patterns; penalize vague or off-topic requests.
- Proof beats hype: Screenshots, usage demos, and real outcomes lift conversion reliably.
- Referral nudges: Simple prompts like “share with a teammate” raise the multiplier without pressure.
- Lean performance: Compress media and keep JS/CSS minimal to protect load times and UX.
Case studies
Alpha (LinkedIn + Email): A creator centralized replies and email prompts, then routed to a simple calculator. Landing CTR rose from 2.7% to 3.6% after adding a 30‑second demo. Offer conversion increased from 5.3% to 6.8% with transparent pricing and a comparison table. The forecast variance stayed within 9%, and retained leads doubled in six weeks.
Beta (YouTube + Community): High‑quality signals came from comments and repeat watch time on a niche series. Routing to a micro‑tool improved usage conversion by 1.4pp. Adding a “progress snapshot” email loop boosted weekly retention from 57% to 65%. Referral multiplier reached 1.7 via lightweight share prompts and a public leaderboard.
Gamma (Blog + Forms): Form submissions exposed recurring problems around indexing and quick ROI estimates. Shipping two mini tools in 48 hours lifted tool usage conversion from 8.9% to 11.1%. Revenue per lead increased 20% in eight weeks. Fewer steps and better proof were identified as the top levers.
FAQs
Is this accurate enough for budget decisions?
It’s designed for directional accuracy with weekly calibration. Replace assumptions with actuals and optimize one lever at a time to keep variance tight.
Do I need servers or API keys?
No. The page is fully client‑side. Paste into Blogger or host externally and start modeling right away.
Which signals matter most?
Specific, repeated asks with clear intent—comments requesting tools, forms describing friction, DMs with problem detail, and repeat watch time on “how‑to” videos.
Will this slow my site?
It’s lean and optimized. Ad units load asynchronously, and charts use minimal configuration.
Can I export the model?
Yes. Copy the JSON block to store, share, or version your assumptions and outcomes.
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Pick one recurring problem this week. Route it to the sharpest tool, attach a mini case study, simplify the path, and measure outcomes. Lock the gain, then move to the next lever. Micro‑wins compound into durable growth when problems become tools and tools become habits.
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