Your full LinkedIn history, decoded in 12 charts

KPI cards at the top of the dashboard — engagements, followers gained, top format, and posting consistency. The answer to "is LinkedIn working?" in five seconds.

Daily, weekly, or monthly engagement with an optional 7 or 28-day rolling average. Toggle growth-adjusted mode to strip out the lift from new followers and see whether your content is actually getting better. Edge: growth-adjusted

Two standalone charts plus a Day × Time heatmap. This is your audience — not LinkedIn’s generic “post Tuesday at 9am” advice. Toggle between engagement and post count to spot under-used windows.

Text, image, video, document, and poll — total engagement and per-post average, side-by-side. Filter by whether a post contains an external link. Separates "what you post a lot of" from "what actually works."

A scatter with a fitted curve showing the length sweet spot for your audience. Each dot is a post — hover to read it. The curve tells you where the payoff peaks and where returns fall off.

The full 7 × 24 grid of when your posts land best. Dark cells show hot windows — light cells show dead zones. Pairs with Best Day / Best Time to reveal combinations you'd miss from the bars alone.

Rank by engagement, likes, comments, or shares. Filter by type. Sort top / bottom / recent. Search by keyword. On Edge, every post shows expected engagement (what the model predicted) and an overperformance delta — so you can see which posts beat the pattern, and by how much. Edge: overperformance

Words and phrases from your posts, ranked by frequency or distinctiveness (topics that consistently beat your average). Filter stop words. Click any term to filter every other chart to just those posts.

Posts per day, week, or month, plotted over time. The consistency chart — because compounding only works if you show up. Gaps and streaks jump out at a glance.

Which external sources your audience actually clicks on. Your own blog, Substack, YouTube, industry publications — ranked by how often you link and how those posts perform.

The hashtags that help, the ones that don't, and the ones you've never tried. Ranked by reach lift versus your baseline — so you stop copy-pasting the same five tags out of habit.

Every chart has an auto-written insight line above it and every chart talks to the others. Click a topic, filter the heatmap. Change the date range, everything re-renders. This isn't 12 static screenshots — it's one connected lens on your posting history.