For creators and social teams reviewing short-form videos, compare likes, comments, shares, watch time, and click-through rates against your goal. Spot patterns across posts, account for differences in views or video length, and consider plausible reasons viewers stayed, shared, or clicked. Leave with a metric readout, comparison table, and specific video tests to try next.
Engagement Signals
Interpret short-form video engagement metrics and choose what to test next.
Use Engagement Signals
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What it writes
- Engagement metric readout with caveats
- Side-by-side video performance comparison
- Short-form video test ideas ranked by priority
How to use it
Include the platform, dates, video length, goal, and metric figures in your first message. Add views or impressions alongside engagement rates so comparisons account for differences in exposure.
What you bring
- Metric names, figures, and measurement period
- Platform, video topic, and intended audience
- Video goal and comparison post figures
- Paste metrics from your platform analytics
A good fit for
- Reviewing a TikTok with high views but few comments or shares
- Comparing Reels watch time before and after a hook change
- Choosing the next video test after a campaign’s click-through rate drops
Ways to start
A few requests this Agent can handle.
My TikTok got 18,000 views, 420 likes, 12 comments, and a 19% average watch rate. I wanted profile visits. What stands out?
Compare these two Instagram Reels: one had 9,000 views and 31% average watch rate; the other had 6,500 views and 48%. Both promoted the same product.
My YouTube Short had 7,200 views, 86 shares, and a 1.4% click-through rate. Suggest three changes to test for more site visits.
Good to know
This workspace provides text assistance.
- Live account analytics or ongoing monitoring
- Predictions of guaranteed reach or conversions
- Analysis uses only metrics and context pasted into chat
- Cannot access platform accounts or verify metric definitions
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Use it as a draft to review and adapt. Verify calculations, facts, rights, and suitability before relying on it. Do not provide information you do not have permission to share.
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