Stock UGC B-roll is a marketplace search, not a generated talking head
search_broll finds reaction clips you can overlay. Generating a presenter is a different model row.
4 min read
Lay marketplace B-roll onto a locked A-roll, not onto a draft
get_available_broll and search_broll surface stock UGC; compose_video_with_overlay inserts it. Covering a miss with B-roll, or inserting before picture lock, spends a composite on a narration you will recut.
2 min read
Drop a shocked reaction on a locked reveal, not on a take you will recut
get_available_broll (emotion filter) and list_hooks surface reaction shots. Timing them onto a miss, or before picture lock, punctuates a beat that will move.
3 min read
Burst cut sequences as a re-engagement device
A short burst of fast cuts every few minutes resets attention in talking-head long-form. Place the bursts on your drop-off points, then measure the recovery.
8 min read
Matching generated footage to real camera footage
Mixed edits break on grain, grade, focal length and motion blur. The order to fix them in, and the one thing you cannot repair in post.
9 min read
Shot Coverage Sets: Nine Angles From a Single Subject
Editors need coverage, not a hero shot. A nine-angle shot list and a generation order that keeps one subject's identity stable across every frame.
7 min read
How to Make an AI Event Recap Video (2026 Workflow)
Turn raw event footage into a polished 60-90 second AI recap video the same day — prompt templates, scene picks, music, captions, and platform cuts.
10 min read
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