AI vs Human Editing: What Published Tests Show
Published tests show AI editing wins on speed and cost for templated content, while human editors lead on narrative and brand-sensitive projects.
Read More
Shorts vs Long-Form: Performance Data 2026
Short-form video dominates reach in 2026 while long-form leads on CPM, brand recall, and conversions. Here is what the platform data actually shows — and how to build a hybrid strategy that performs.
Read More
Video Ad Hook Rate and Hold Rate Benchmarks
Video ad hook rate and hold rate benchmarks by platform — Meta, TikTok, YouTube, LinkedIn. Ranges, diagnostics, and editing tactics to improve both.
Read More
B2B YouTube Benchmarks: Views, Subs, CTR
B2B YouTube benchmarks for views, subscriber growth, CTR, and audience retention — with source-backed directional ranges calibrated for business channels, not platform-wide averages.
Read More
Ideal Video Length by Platform: 2026 Data
Platform-optimal video lengths in 2026: YouTube Shorts 15-60 sec, TikTok 30-60 sec for reach, Instagram Reels 30-90 sec, LinkedIn 1-2 min, Facebook under 2 min. Full comparison tables, benchmarks, and a practical length-selection framework by content goal.
Read More