Your competitors run their own broadcast stations. Product launches, feature demos, webinars, customer stories — all of it published, on a schedule, to channels your team glances at maybe twice a year. Each video is a small statement of strategy: what they chose to build, which audience they pitched it to, which words legal let them use.

Watching a rival's channel video-by-video tells you almost nothing; the signal is in the body of work. What do they keep repeating? What did they stop mentioning? Which customer type shows up in every story? Those are corpus-level questions, and nobody answers corpus-level questions by watching videos one at a time with a notepad.

library_import_youtube_channel turns each rival channel into a permanent, queryable asset: point it at the channel URL and every video lands in your veridive library, transcripts included — tag them per competitor so the shelves stay clean as you add more.

deep_context is the watchtower itself. Select a competitor's imported videos and ask across all of them at once: it runs retrieval over the full set of transcripts and answers with citations to the exact chunk of the exact video. "What do they promise about onboarding?" stops being an afternoon of scrubbing and becomes a thirty-second question with receipts. And because the library persists, next quarter's question — "what changed?" — gets answered against the same corpus, extended.