Algorithm Intelligence
Platform-specific algorithm signals and optimization patterns
These are established algorithmic signals based on platform research and creator data. FIRE-OMEGA uses these patterns to score clips and optimize publishing timing.
YouTube Shorts
Algorithm Signals
- Watch time completion rate
- First 3-second hook retention
- Like/comment ratio
- Share rate
- Subscribers gained per view
Best Time
Tue-Thu 12pm-3pm local time
Format
9:16, 15-60 seconds, captions on screen
Hook must appear within first 2 seconds.
Instagram Reels
Algorithm Signals
- Saves and shares are weighted highest
- Comment quality over quantity
- Story reshares
- Profile visits after view
Best Time
Mon/Wed/Fri 6am-9am and 6pm-9pm
Format
9:16, max 90 seconds, captions mandatory
Saves signal discovery reach more than likes.
TikTok
Algorithm Signals
- Completion rate (most weighted)
- Re-watches
- Duets and stitches
- Shares to external platforms
Best Time
7am-9am, 12pm-3pm, 7pm-10pm
Format
9:16, 15-60 seconds optimal, trending audio
No hook needed if first frame is compelling.
X / Twitter
Algorithm Signals
- Replies and quote tweets
- External link clicks
- Video completion on native upload
- Profile follows from post
Best Time
8am-10am weekdays, 8pm-11pm evenings
Format
16:9 or 9:16, under 2 minutes for organic reach
Text-only threads often outperform video.
Algorithm Signals
- Comments weighted heavily over likes
- Dwell time on article
- Connection shares
- Profile visits
Best Time
Tue-Thu 8am-10am and 12pm-1pm
Format
Portrait video preferred, captions required
First comment from yourself boosts early signal.