07. Engagement analytics

Analytics that turn back into drafts.

Most analytics dashboards show you numbers. Squawk's analytics tie engagement back to voices, campaigns, and library items so you can see which combinations actually work, and the drafting engine can use that signal next round.

Screenshot todoOverview: engagement by voice, brand, channel, campaignapps/marketing/public/images/features/analytics-overview.png

What it does

The capabilities, one at a time.

Engagement rolled up by voice and brand

See which voices drive the most reach, comments, and clicks. Compare across teammates and across the company brand.

Per-campaign performance

Roll up the whole campaign: total reach, top posts, weakest posts, and the gap-filler ideas you should run next time.

Channel-level breakdowns

LinkedIn vs X performance, format-by-format. Carousels vs threads vs single posts.

Signal back into the drafting engine

High-performing posts feed into voice profiles as positive examples. Low-performing posts inform what not to repeat.

Why it matters

The reason this exists.

Analytics that don't change behavior are decoration. Squawk's analytics close the loop: signals from what worked become inputs to what gets drafted next, so the calendar gradually shifts toward content that actually moves.