Before you vibe-code it,
check who’ll pay for it.
You can vibe-code an MVP in a weekend — VibeScout tells you if it’s worth the weekend. We continuously scan Reddit, HN, GitHub and app stores for budget-backed pain: the tools people already pay for and hate, the dollar amounts they’d spend, the hours they’re losing. Every idea is scored for willingness-to-pay and solo-dev feasibility — so you ship something in demand, not just something cool.
Free during early access · No credit card required
From internet complaints to build-ready ideas
Scan the noise
Background scrapers monitor Reddit, Hacker News, and GitHub for phrases that signal pain: “is there an app for…”, “I would pay for…”, “too expensive”, abandoned feature requests.
Score & dedupe
Every signal is analyzed and scored 0–100 across three axes: pain intensity, willingness-to-pay (B2B and budget signals), and 1–2 week solo-dev feasibility.
Pick & vibe-code
Search, filter, and sort the database. Each opportunity ships with evidence quotes, a suggested MVP shape, and links back to the people who asked for it — paste it into your AI tool and build.
A research engine, not a listicle
Idea lists go stale in a week. VibeScout keeps a living index of what real people are actively frustrated about right now.
Full-text search
Instantly search titles, summaries, tags, and source excerpts across every indexed signal.
Filter & sort
Slice by source, category, minimum score — sort by pain, WTP, feasibility, or freshness.
Willingness-to-pay scoring
Signals like “I'd pay for”, B2B context, and pricing complaints are weighted toward monetization.
Evidence-backed
Every idea links to the original thread and quotes the exact complaint — validate before you build.
MVP blueprints
Each opportunity includes a suggested 1–2 week MVP shape tuned to a solo AI-assisted build.
Always-on scanning
The scanner runs in the background on a schedule — fresh signals land in your database continuously.
One good idea pays for years of it
A single validated idea is worth more than months of scrolling. Try everything free for 7 days — card required, cancel in one click.
- 10 live opportunities, refreshed continuously
- Titles, sources & signal types
- See the scanner is real before you pay
- The full database — every signal indexed
- Pain, WTP & solo-dev feasibility scores
- Verbatim evidence, source links & WTP receipts
- 48-hour build blueprint + starter schema
- Bookmarks, build pipeline & idea spark
- Cancel anytime — keep access to period end
Your next build is already
being asked for.
Check the database before you open your editor — pick a problem with proven demand, vibe-code the fix, and ship it back to the exact thread that asked for it.
Start exploringThey looked before they shipped.
“I used to pick ideas from shower thoughts and burn a month. Now I filter by WTP ≥ 60 and only vibe-code what people already complained about paying for.”
“Validated my last idea in twenty minutes. Beats posting “would you use this?” into the void and getting three likes.”
“We scope side-products between client engagements here. The evidence quotes are what sell it internally — nobody argues with a screenshot of someone begging to pay.”
“Half our automation offers started as pain we found on VibeScout. Clients literally pasted the dollar amounts they were bleeding.”
“Nap time is my whole dev budget — two hours a day. VibeScout makes sure I spend it on something with demand, not just something cool.”
“I'm due in June and wanted something I could actually ship before the baby arrives. The 48-hour build plans told me exactly what was realistic.”
“Found a $29/mo niche tool nobody was serving. It paid for my first month of groceries — I checked the demand here before writing a line.”