ApprovedContent Creatoranalytics
Actionable content analytics for creators — reach drivers, not just impressions
User story
As a content creator posting regularly to build an audience, I want to understand exactly what factors are driving or limiting my reach on each post — format, timing, topic, engagement depth — so that I can make informed decisions about what to create rather than guessing.
Description
Creator analytics should go beyond impressions and likes to surface the specific factors that drove or suppressed a post's distribution. Dwell time breakdowns, drop-off points for long-form content, audience segment reach, and format comparisons should all be accessible without requiring a premium subscription.
Acceptance criteria
- Each post shows: impressions, unique viewers, average dwell time, engagement rate, and reach-beyond-followers count
- Analytics dashboard includes a "reach drivers" panel identifying the top 3 factors that boosted or limited a post
- Format comparison chart shows 90-day performance by content type (text, image, document, video, carousel)
- Optimal posting time recommendation based on the creator's own audience activity — not generic platform averages
- Audience segment breakdown: what percentage reached 1st / 2nd / 3rd degree connections
- All core analytics are available to free accounts — no paywall on understanding your own content's performance
- Data export available in CSV for all metrics, covering up to 12 months of history
Original request
I'm a content creator and I have no idea what's actually driving reach on my posts. I need real analytics, not vanity metrics.
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