Analytics

Analytics charts four numbers per account, over the last 7 or 30 days: likes, replies, reposts, and impressions. Each card shows the daily total as a small area chart, the running total for the window, and how the second half of the window compares to the first.

Content score

A Content score card ranks each day's engagement rate ((likes + replies + reposts) ÷ impressions) as a percentile against that account's own trailing 90 days: 100 means the best engagement rate this account has had in that window, 0 the weakest, 50 the middle. It's always relative to the account's own history, never an absolute number that means something different for a small account than a large one.

A day with no impressions gets no score at all, shown as a gap, not a 0: a day nothing was measured on isn't the same as a day that measured badly.

Data coverage

A collapsible Data coverage panel above the charts lists, per platform, exactly which of these metrics is actually collected, partially available, or not exposed at all. X is the only platform Analytics collects real numbers for today, using the same browser session already used for posting. Telegram and Discord have no reach or impression concept to report in the first place; LinkedIn and Instagram are manual-posting platforms Pegacraft never sees the live post for, so there's nothing to read back. The panel says so explicitly rather than leaving a gap that looks like a bug.

Where the numbers come from

Every published post gets read back four times (roughly 1 hour, 24 hours, 72 hours, and 7 days after it goes live), and each of those snapshots is rolled into that day's totals for the account. A chart with no data yet just means no post in the selected window has reached one of those snapshot points: it isn't broken, it's honest about not having anything to show yet.

Why there's no "followers" or "reach" card

Some platforms expose real audience-growth metrics through an official analytics API. Pegacraft doesn't have one to call (X access here is a browser session, not X's paid API), so rather than show an invented or approximated follower count, analytics only surfaces the numbers that are actually, directly measured. If that changes, this page will grow the cards to match; until then, what you see here is what was really counted.