Paydirt — Validated demand database
One post is an anecdote. A recurring pain is a demand.
We sift millions of public posts into a database of demand clusters — the same pain, described by different people, in different communities, over and over again. Stop guessing what to build.
The sift
Raw posts scanned44,257,470
Keyword survivors70,828
Extracted pain points44,207
Demand clusters1,707
Live preview — top clusters
AI Coding Context Loss58 reports
AI coding agents lose project context and rules across chats, forcing developers to re-explain and waste tokens.
Google Photos Storage Overflow45 reports
Users struggle to bulk-remove, migrate, or selectively extract Google Photos uploads that overflow storage and block other Google services.
Personal Finance Tracking30 reports
Users struggle with cluttered apps and manual tracking across multiple accounts, bills, and recurring expenses.
…and 261 more clusters inside.