01 · Discover
Public market metadata
Pull current videos for a seed market, rank the field with public engagement counters, and preserve the source candidates for reproducible analysis.
Video production system · commercial beta
Research the market. Make original video. Learn from what actually performs.
AutoYT connects public YouTube market intelligence to a rights-aware production pipeline: discovery, content planning, editing, metadata, thumbnails, uploading, public-effect custody, analytics and iteration.
A competitor-intelligence layer is now part of the product.
02 · Generalize
Patterns, not copied scripts
Aggregate channel/title behavior into keywords, opening-token patterns, title-shape statistics and reusable market signals instead of duplicating somebody else's protected creative work.
03 · Produce
Original briefs
Turn aggregate signals into concise original video briefs with a hook, narrative structure and a rights rule that downstream production can execute.
Current source capability
One command produces a machine-readable market pack.
export YOUTUBE_API_KEY=...
autoyt-market-pack "AI coding agents" \
--region US \
--days 3 \
--top 25 \
--out autoyt-market-pack.jsonThe JSON artifact contains ranked candidates, keywords, aggregate market patterns and original content briefs so the rest of the production system has a bounded, inspectable input rather than an ad-hoc research step.
Designed to automate the whole loop, not just generate clips.
Production custody
The runtime supervises orchestration and uploading and reconciles publication evidence so a queued upload is not confused with a real public effect.
Feedback
The product architecture is built around repeated discovery → production → publication → measurement → iteration across channels rather than one-off generation.
Glue-first
AutoYT is meant to use existing providers, models, editors and YouTube APIs where they are good, then own the orchestration and evidence that joins them together.
Rights boundary. AutoYT is not positioned as a copyright-evasion or platform-enforcement tool. Production should use original, licensed, public-domain or otherwise permitted assets and transformed editorial work where legally appropriate.