YouTube Trend Jacking Finder

Use this skill when a channel lacks its own audience or wants a fast-relevance angle. Trend jacking means borrowing attention from an existing topic and converting that viewer into the channel's audience.

Automation

When the user provides a niche, product category, creator name, or trend query, use the shared helper to pull current YouTube search results. This command requires YOUTUBE_API_KEY.

python ..\_shared\scripts\youtube_growth_automation.py search-videos --query "AI coding agents for creators" --order date --published-after 2026-06-01T00:00:00Z --max-results 15 --out .\trend-search.json

Use --order date with --published-after (a recent ISO date, roughly 30-90 days before today) so the results reflect current trends. Avoid --order viewCount without --published-after - that returns all-time top videos, not current trends. To surface recent videos that already have proven demand, use --order viewCount --published-after <recent date> instead.

If YOUTUBE_API_KEY is missing, stop before running live search and ask the user to configure it, for example: $env:YOUTUBE_API_KEY="your_api_key_here".

Use trend-search.json to ground the opportunity map in real titles, channels, thumbnails, publish dates, and view counts. If the user declines to configure an API key, continue manually with the workflow below and clearly state that live YouTube search was skipped.

For trend-jacking, the helper only finds raw demand signals. The agent must still score relevance, differentiation, conversion potential, and reputation risk.