Edits video and audio by editing the transcript, with filler-word removal, overdub and multi-track sequencing.
Video
Editing, repurposing, captioning and channel growth.
4 articles
Articles
AI video repurposing tools: how to tell good clip selection from loud clip selection
Clip selection is where these tools live or die, and it is the one thing the demos never show you honestly.
Captioning tools and word error rate on accented English
Vendor benchmarks are usually run on clean American English. Your audience is not.
YouTube growth tools: what a mature channel stack actually looks like
Thumbnail testing, title iteration, retention analysis. The stack is smaller and duller than the gurus suggest.
Video hosting for marketers: bandwidth, player speed and lead capture
Self-host, Wistia, Vimeo or a YouTube embed? A cost model that accounts for what each does to your page speed.
Tools in this category
Turns long-form video into short vertical clips automatically, with reframing and caption generation.
YouTube keyword, thumbnail and competitor tooling, with channel-level recommendations.
Comparisons
Descript vs OpusClip
Transcript-led editing against automated short-form clipping. Planned comparison.
Descript vs OpusClip
Planned — not published yet