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Analytics & Insights: Know Exactly What's Working and Why

See which hooks convert, where viewers drop off and which videos are worth doubling down on. Analytics & Insights is coming to ShortFast: hook performance tracking, retention heatmaps and A/B test results in one dashboard. Start from this page to get early access when it ships. Until then, every video ShortFast publishes is an ordinary post on your account, with its full numbers in TikTok's analytics, YouTube Studio and Instagram Insights.

What you get

Inside Analytics & Insights

01

Coming soon: hook performance tracking to see which openings retain viewers

02

Coming soon: drop-off heatmaps showing exactly where attention fades

03

Coming soon: A/B test results comparing variations side by side

04

Coming soon: cross-platform analytics in a single dashboard

05

Available now: your library and credit use, also via GET /api/v1/stats

06

Available now: 11 webhook events to feed your own dashboards

What Analytics & Insights will show you

The dashboard brings the numbers that decide a short video's reach into one place: how many viewers each opening holds through the first three seconds, where attention drops across the video, and which variation of a hook wins when two are tested against each other. It is built for the decisions a daily series actually needs: which topics to repeat, which hooks to retire, and which format to scale.

It is coming soon. Start your ShortFast trial from this page and you are first in line for early access.

What you can measure today

ShortFast publishes through the official TikTok, YouTube and Instagram APIs, so each video is an ordinary post on your account and each platform's own analytics show everything: views, average watch time, retention by second, traffic sources and follows. Read retention in YouTube Studio for Shorts, in TikTok's analytics for each post, and in Instagram Insights for Reels.

Inside ShortFast you see your video library and credit use, also available from GET /api/v1/stats, and 11 webhook events let your own tools log every video as it is made and published, next to the metrics you export from each platform.

What to watch, in order

Start with retention in the first three seconds, then completion rate, then follows per view. Views are an output of those three, not a lever of their own. Strong early retention with weak completion is a body problem; weak early retention is a hook problem.

Judge patterns, not single videos. Short-form results are highly skewed, so a handful of videos tells you little. Across twenty or thirty episodes of a series, the topics, formats and hook styles that hold attention become readable.

FAQ

Common questions

Which metric should I actually watch?
Retention in the first three seconds, then completion rate. Views are an output of those two, not an independent lever. A video with strong early retention and weak completion has a body problem; weak early retention is a hook problem.
How many videos before the data means anything?
Short-form results are highly skewed, so a handful of videos tells you very little. Patterns across twenty or thirty become readable, which is a practical argument for posting at volume rather than optimising individual uploads.
Can I see which hooks performed best?
Hook performance tracking is coming soon to ShortFast; start from this page to get early access. Today, compare the first three seconds of retention across your episodes in YouTube Studio or TikTok's analytics: every ShortFast video is an ordinary post there, so the numbers are complete.
When is Analytics & Insights available?
It is in development. Accounts started from this page get early access as soon as it ships. Everything else in ShortFast, from generation to scheduled posting on TikTok, YouTube Shorts and Instagram Reels, works today.

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