One-line thesis
“The classifieds engine, rebuilt for AI.”
The problem
Classifieds platforms are buried in junk listings. Moderation teams burn out reviewing the same patterns. Real listings get lost in the noise; users churn quietly.
AI moderation is most of the answer. Operators in the loop is the rest. Built together.
The build
Layer
RUN
Stack
Next.js · OpenAI · Postgres · Vector DB
Timeline
Shipped in 11 weeks
Screens
What it looks like in production.
Outcomes
Live as of today.
0
Listings / month
0
Auto-moderated (%)
0
Operator FTE saved
Stack
Next.jsOpenAIPostgresVector DB
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