Post Audit
Quick Check

@lucas_builds

90 of 94 original posts analysed (4 younger than 48 hours left out) · 11 Aug 2026 to 9 Sept 2026 · created 11 Sept 2026

Median impressions per postMedian impressions per postThe middle value of your posts, not the average: half of your posts reached more, half reached less. A single viral post cannot inflate it, which is why every comparison in this report uses the median.
175
your baseline = 1.0×
Bookmarks per postBookmarks per postBookmarks are the quietest signal on X and the strongest one for usefulness: someone expects to need this again. They are rare, so a handful across a hundred posts is normal, and groups only get compared once there are enough of them to be fair.
0.11
7 in total
Posts at 5× your median or morePosts at 5× your median or moreYour share of outliers. Reach on X is decided post by post, so a healthy account is not one with a high average but one that produces the occasional post far above its own line. Connect and milestone posts are not counted.
3%
of 64 content posts
Impressions per 1k followersImpressions per 1k followersYour median post scaled to follower count, so the number stays comparable as you grow and against accounts of a different size. It says how far beyond your own following a typical post travels.
157
median post, 1,114 followers

1.0× is your usual reach at the time. Every group below is measured against it, and every number comes from your own posts through the official X API.1.0× your usual reachEvery post is measured against the median impressions of the 30 content posts closest to it in time, so a growing account does not make its newest habits look strong. A group at 1.6× has a median post reaching 1.6 times that usual level. Connect and milestone posts are excluded from the baseline, and posts younger than 48 hours are left out while their impressions still grow.

Your three findings

Groups of your posts compared with the rest of your posts.How groups are comparedA group is every post that shares one label, for example all your question posts. It is compared with all your other posts from the same weeks. Groups with fewer than 8 posts on either side are not shown, because a difference on a handful of posts says nothing.Each card names its signal strength.Signal strengthHow much weight a finding carries. Strong means a large gap on a large group, moderate a clear gap, early signal a gap on a group barely above the minimum of 8 posts, which can still turn out to be noise. Nothing below that minimum is shown at all.

2.5×
replies vs. your other posts

Contrarian posts get 2.5× the replies of your other posts.

Measured against your posts from the same weeks, they get 1.6× the usual replies (28 posts); your other posts get 0.6× (36). Per post: 5.1 against 2.1 replies.

Strong signal · 28 vs. 36 posts
−65%
replies vs. your other posts

Posts about your own tool get 65% fewer replies than your other posts.

Measured against your posts from the same weeks, they get 0.4× the usual replies (10 posts); your other posts get 1.2× (54). Per post: 1.2 against 3.8 replies.

Early signal, small sample · 10 vs. 54 posts
−31%
reach vs. your other posts

Posts without an artefact get 31% less reach than your other posts.

Measured against your posts from the same weeks, their median post reaches 0.9× (40 posts); your other posts reach 1.3× (24).

Moderate signal · 40 vs. 24 posts

Bookmarks: 7 across 64 posts, too few to compare groups fairly.

How your posts perform

Median reach of each group, every post measured against your posts from the same weeks.

Post type

3 groups · strongest: question at 1.2×
GroupPostsMedian reach vs. your medianBookmarksReplies / post
question81.2×06.5
own finding141.1×43.4
opinion191.0×13.7

Opening line

2 groups · strongest: claim at 0.9×
GroupPostsMedian reach vs. your medianBookmarksReplies / post
question151.1×15.3
claim350.9×43.1

Length

3 groups · strongest: 0-100 chars at 1.2×
GroupPostsMedian reach vs. your medianBookmarksReplies / post
0-100 chars131.2×04.0
101-200 chars261.0×13.1
over 280 chars180.9×63.7

Time of day

2 groups · strongest: 12:00 to 16:00 at 0.9× · Europe/Berlin
GroupPostsMedian reach vs. your medianBookmarksReplies / post
12:00 to 16:00300.9×23.2
16:00 to 20:00231.1×53.8

Artefact

2 groups · strongest: own number at 1.4×
GroupPostsMedian reach vs. your medianBookmarksReplies / post
own number121.4×33.9
none400.9×23.4

Who the post talks to

2 groups · strongest: a named group at 1.3×
GroupPostsMedian reach vs. your medianBookmarksReplies / post
a named group101.3×15.6
the reader470.9×63.2
above your usual reach below your usual reachScale 0.25× to 4×, center line = 1.0×

Your anchors

Your best posts show your voice at its strongest; the weakest two show what to avoid.

Top 5

ok, serious question: if you cannot read the code the model wrote, how do you know it works?
ok, serious question: if you removed every AI tool from your workflow tomorrow, could you still ship?
ok, serious question: if AI can build an MVP in a weekend, why is everyone's side project still six months from launch?
Solo builders, pricing edition 💰 Pick one 👇 - charge from day one - grow free users first Defend it in the replies 😄
How many unfinished repos are on your machine right now?

Weakest 2

One game in my arcade is pure rhythm and I still cannot beat my own score 🥋 Tell me which one breaks you. 👇
You get one back for free 🎁 - the hours AI saved you - the focus it cost you

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Method. 1.0× is your usual reach at the time: the median impressions of the 30 content posts closest in time, connect and milestone posts excluded. Posts younger than 48 hours are left out while their impressions still grow. Findings compare a group with all your other posts; groups with fewer than 8 posts are not shown. Each post was classified into 16 fields (type, hook, addressee, artefact, tone and more) by an AI model reading the text only, without your numbers. All figures come from your own posts through the official X API. Times in Europe/Berlin.