Own Edge
Deep Check

@lucas_builds

256 posts · 13 May 2026 to 13 Sept 2026 · 1,149 followers

Read this first

Quote posts get 84% fewer replies than your other posts.

Don't count on replies from quote posts.

144
median impressionsMedian 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.
0.11
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.
4%
of 181 posts at 5× 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.
125
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.

1.0× is your usual reach at the time.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 median, 14430Jun24 posts110Jul61 posts163Aug75 posts406Sept17 posts
Median impressions per month, with the posts behind each. Below, every post is compared with the 30 around it, so this line does not move the groups.

Your 2 findings

−84%

Quote postsQuote postsQuotes another post. get 84% fewer replies.

Don't count on replies from quote posts.

Moderate signalModerate signalWe shuffled the labels across your posts 1,000 times to see how often a gap this large turns up by chance, and corrected for the number of groups tested. Among findings at this level, at most one in four is expected to be chance.31 vs. 150 posts
−63%

Posts published on Fridays get 63% fewer replies.

Hold important posts back on Fridays.

Moderate signalModerate signalWe shuffled the labels across your posts 1,000 times to see how often a gap this large turns up by chance, and corrected for the number of groups tested. Among findings at this level, at most one in four is expected to be chance.24 vs. 157 posts

We ran 249 comparisons on your posts and threw away 247.

Every faded dot looked like a pattern and was not. 2 survived 1,000 shuffles of the labels. Nobody pads a report to look busy.

0.25×0.5×your median2×4×10.10.010.001rarely chanceoften chancehow-to or resource · reach +18% · chance reached it in 36% of shuffleshow-to or resource · replies −48% · chance reached it in 21% of shuffleshow-to or resource · bookmarks +193% · chance reached it in 54% of shufflesopinion · reach −3% · chance reached it in 87% of shufflesopinion · replies −3% · chance reached it in 93% of shufflesopinion · bookmarks −100% · chance reached it in 3% of shufflesown finding · reach −2% · chance reached it in 99% of shufflesown finding · replies −9% · chance reached it in 88% of shufflesown finding · bookmarks +132% · chance reached it in 23% of shuffleseither-or question · reach +28% · chance reached it in 18% of shuffleseither-or question · replies +9% · chance reached it in 79% of shuffleseither-or question · bookmarks −21% · chance reached it in 100% of shufflesproduct promo · reach +5% · chance reached it in 81% of shufflesproduct promo · replies +36% · chance reached it in 57% of shufflesproduct promo · bookmarks +257% · chance reached it in 73% of shufflesquestion · reach −20% · chance reached it in 11% of shufflesquestion · replies +21% · chance reached it in 34% of shufflesquestion · bookmarks −71% · chance reached it in 26% of shufflesClaude and Anthropic · reach −14% · chance reached it in 42% of shufflesClaude and Anthropic · replies −61% · chance reached it in 3% of shufflesClaude and Anthropic · bookmarks −100% · chance reached it in 31% of shufflesAI industry · reach −0% · chance reached it in 86% of shufflesAI industry · replies −21% · chance reached it in 64% of shufflesAI industry · bookmarks −40% · chance reached it in 82% of shufflesbuilding with AI agents · reach −9% · chance reached it in 33% of shufflesbuilding with AI agents · replies +8% · chance reached it in 50% of shufflesbuilding with AI agents · bookmarks −42% · chance reached it in 43% of shufflesbuilding your product · reach −14% · chance reached it in 32% of shufflesbuilding your product · replies −14% · chance reached it in 69% of shufflesbuilding your product · bookmarks +9% · chance reached it in 100% of shufflespersonal · reach +4% · chance reached it in 75% of shufflespersonal · replies −20% · chance reached it in 70% of shufflespersonal · bookmarks −100% · chance reached it in 45% of shufflesprogramming · reach +36% · chance reached it in 22% of shufflesprogramming · replies −5% · chance reached it in 99% of shufflesprogramming · bookmarks +138% · chance reached it in 86% of shufflesgrowing on X · reach +15% · chance reached it in 15% of shufflesgrowing on X · replies +31% · chance reached it in 16% of shufflesgrowing on X · bookmarks +138% · chance reached it in 25% of shufflesexternal number · reach −24% · chance reached it in 33% of shufflesexternal number · replies −41% · chance reached it in 43% of shufflesexternal number · bookmarks +19% · chance reached it in 100% of shuffleslist or checklist · reach +3% · chance reached it in 74% of shuffleslist or checklist · replies −61% · chance reached it in 5% of shuffleslist or checklist · bookmarks +172% · chance reached it in 53% of shufflesnone · reach −1% · chance reached it in 80% of shufflesnone · replies −3% · chance reached it in 76% of shufflesnone · bookmarks −36% · chance reached it in 12% of shufflesown number · reach +30% · chance reached it in 11% of shufflesown number · replies +51% · chance reached it in 16% of shufflesown number · bookmarks +127% · chance reached it in 40% of shufflesyes · reach −1% · chance reached it in 86% of shufflesyes · replies −12% · chance reached it in 72% of shufflesyes · bookmarks +103% · chance reached it in 16% of shufflesno · reach −3% · chance reached it in 86% of shufflesno · replies −2% · chance reached it in 72% of shufflesno · bookmarks −36% · chance reached it in 13% of shufflesaddresses someone · reach −26% · chance reached it in 27% of shufflesaddresses someone · replies −14% · chance reached it in 86% of shufflesaddresses someone · bookmarks −100% · chance reached it in 62% of shufflesclaim · reach −1% · chance reached it in 91% of shufflesclaim · replies +3% · chance reached it in 52% of shufflesclaim · bookmarks +33% · chance reached it in 32% of shufflesnumber · reach +30% · chance reached it in 28% of shufflesnumber · replies +36% · chance reached it in 55% of shufflesnumber · bookmarks −100% · chance reached it in 57% of shufflesemoji, word or handle · reach −20% · chance reached it in 37% of shufflesemoji, word or handle · replies −67% · chance reached it in 4% of shufflesemoji, word or handle · bookmarks −100% · chance reached it in 55% of shufflesquestion · reach +5% · chance reached it in 49% of shufflesquestion · replies +39% · chance reached it in 20% of shufflesquestion · bookmarks −21% · chance reached it in 67% of shufflesscene or story · reach −18% · chance reached it in 19% of shufflesscene or story · replies −39% · chance reached it in 15% of shufflesscene or story · bookmarks −27% · chance reached it in 83% of shufflesup to 60 chars · reach +12% · chance reached it in 4% of shufflesup to 60 chars · replies +23% · chance reached it in 7% of shufflesup to 60 chars · bookmarks +36% · chance reached it in 53% of shuffles61 to 120 chars · reach −14% · chance reached it in 17% of shuffles61 to 120 chars · replies −22% · chance reached it in 34% of shuffles61 to 120 chars · bookmarks +53% · chance reached it in 37% of shufflesover 120 chars · reach −6% · chance reached it in 25% of shufflesover 120 chars · replies −23% · chance reached it in 27% of shufflesover 120 chars · bookmarks −100% · chance reached it in 2% of shuffles0-100 chars · reach +1% · chance reached it in 67% of shuffles0-100 chars · replies −2% · chance reached it in 89% of shuffles0-100 chars · bookmarks −100% · chance reached it in 5% of shuffles101-200 chars · reach +5% · chance reached it in 46% of shuffles101-200 chars · replies +9% · chance reached it in 49% of shuffles101-200 chars · bookmarks −61% · chance reached it in 11% of shuffles201-280 chars · reach −6% · chance reached it in 46% of shuffles201-280 chars · replies −3% · chance reached it in 94% of shuffles201-280 chars · bookmarks −13% · chance reached it in 87% of shufflesover 280 chars · reach −2% · chance reached it in 100% of shufflesover 280 chars · replies −23% · chance reached it in 33% of shufflesover 280 chars · bookmarks +153% · chance reached it in 8% of shufflesone-liner · reach +0% · chance reached it in 84% of shufflesone-liner · replies −56% · chance reached it in 3% of shufflesone-liner · bookmarks −100% · chance reached it in 26% of shufflesone paragraph · reach −9% · chance reached it in 40% of shufflesone paragraph · replies −35% · chance reached it in 16% of shufflesone paragraph · bookmarks −100% · chance reached it in 12% of shuffles2 to 3 lines · reach −3% · chance reached it in 82% of shuffles2 to 3 lines · replies +7% · chance reached it in 32% of shuffles2 to 3 lines · bookmarks −58% · chance reached it in 6% of shuffles4 or more lines · reach +5% · chance reached it in 40% of shuffles4 or more lines · replies +24% · chance reached it in 27% of shuffles4 or more lines · bookmarks +297% · chance reached it in 7% of shufflesnone · reach −1% · chance reached it in 56% of shufflesnone · replies −10% · chance reached it in 64% of shufflesnone · bookmarks −29% · chance reached it in 32% of shufflesone · reach −2% · chance reached it in 96% of shufflesone · replies +6% · chance reached it in 39% of shufflesone · bookmarks −1% · chance reached it in 89% of shufflestwo or more · reach −20% · chance reached it in 29% of shufflestwo or more · replies −40% · chance reached it in 34% of shufflestwo or more · bookmarks +193% · chance reached it in 52% of shufflesnone · reach −0% · chance reached it in 53% of shufflesnone · replies −2% · chance reached it in 71% of shufflesnone · bookmarks +22% · chance reached it in 36% of shuffles1 to 2 · reach −6% · chance reached it in 58% of shuffles1 to 2 · replies −3% · chance reached it in 90% of shuffles1 to 2 · bookmarks −24% · chance reached it in 71% of shuffles3 or more · reach −4% · chance reached it in 95% of shuffles3 or more · replies −39% · chance reached it in 33% of shuffles3 or more · bookmarks −100% · chance reached it in 40% of shufflesexpert · reach −6% · chance reached it in 59% of shufflesexpert · replies −25% · chance reached it in 26% of shufflesexpert · bookmarks +110% · chance reached it in 13% of shuffleshype · reach +28% · chance reached it in 22% of shuffleshype · replies +69% · chance reached it in 18% of shuffleshype · bookmarks +91% · chance reached it in 62% of shufflesmeme · reach −4% · chance reached it in 90% of shufflesmeme · replies −47% · chance reached it in 18% of shufflesmeme · bookmarks −100% · chance reached it in 41% of shufflesplain · reach −3% · chance reached it in 84% of shufflesplain · replies −2% · chance reached it in 76% of shufflesplain · bookmarks −51% · chance reached it in 7% of shufflescontrarian · reach +5% · chance reached it in 28% of shufflescontrarian · replies +36% · chance reached it in 2% of shufflescontrarian · bookmarks −66% · chance reached it in 8% of shufflesneutral · reach −6% · chance reached it in 23% of shufflesneutral · replies −24% · chance reached it in 2% of shufflesneutral · bookmarks +33% · chance reached it in 11% of shufflesyes · reach −1% · chance reached it in 92% of shufflesyes · replies +46% · chance reached it in 31% of shufflesyes · bookmarks +91% · chance reached it in 63% of shufflesno · reach −2% · chance reached it in 92% of shufflesno · replies −9% · chance reached it in 31% of shufflesno · bookmarks −8% · chance reached it in 51% of shufflesnone · reach −2% · chance reached it in 92% of shufflesnone · replies −9% · chance reached it in 31% of shufflesnone · bookmarks −8% · chance reached it in 51% of shufflesimage · reach −1% · chance reached it in 92% of shufflesimage · replies +46% · chance reached it in 31% of shufflesimage · bookmarks +91% · chance reached it in 63% of shufflesyes · reach −5% · chance reached it in 70% of shufflesyes · bookmarks −69% · chance reached it in 26% of shufflesno · reach −1% · chance reached it in 70% of shufflesno · replies +11% · chance reached it in 0.1% of shufflesno · bookmarks +14% · chance reached it in 14% of shufflesa named group · reach −32% · chance reached it in 13% of shufflesa named group · replies −28% · chance reached it in 56% of shufflesa named group · bookmarks −100% · chance reached it in 44% of shufflesnobody in particular · reach −1% · chance reached it in 52% of shufflesnobody in particular · replies −5% · chance reached it in 97% of shufflesnobody in particular · bookmarks +51% · chance reached it in 6% of shufflesthe reader · reach +1% · chance reached it in 66% of shufflesthe reader · replies +2% · chance reached it in 68% of shufflesthe reader · bookmarks −57% · chance reached it in 15% of shufflesno I or my · reach +1% · chance reached it in 53% of shufflesno I or my · replies −5% · chance reached it in 99% of shufflesno I or my · bookmarks −3% · chance reached it in 100% of shufflesyour experience · reach −5% · chance reached it in 58% of shufflesyour experience · replies −8% · chance reached it in 86% of shufflesyour experience · bookmarks −49% · chance reached it in 20% of shufflesyour own numbers · reach +30% · chance reached it in 15% of shufflesyour own numbers · replies +20% · chance reached it in 59% of shufflesyour own numbers · bookmarks +218% · chance reached it in 44% of shufflesyour tool or product · reach −16% · chance reached it in 28% of shufflesyour tool or product · replies −10% · chance reached it in 86% of shufflesyour tool or product · bookmarks +24% · chance reached it in 83% of shufflesan effortful answer · reach −9% · chance reached it in 56% of shufflesan effortful answer · replies −43% · chance reached it in 22% of shufflesan effortful answer · bookmarks −100% · chance reached it in 30% of shufflesa gut answer · reach −2% · chance reached it in 99% of shufflesa gut answer · replies +3% · chance reached it in 35% of shufflesa gut answer · bookmarks +5% · chance reached it in 87% of shufflesnothing to answer · reach +3% · chance reached it in 48% of shufflesnothing to answer · replies −11% · chance reached it in 77% of shufflesnothing to answer · bookmarks +24% · chance reached it in 73% of shufflesno ask · reach −0% · chance reached it in 51% of shufflesno ask · replies −13% · chance reached it in 59% of shufflesno ask · bookmarks −9% · chance reached it in 87% of shufflesopen question · reach −10% · chance reached it in 19% of shufflesopen question · replies −2% · chance reached it in 83% of shufflesopen question · bookmarks +31% · chance reached it in 45% of shufflespick one · reach +23% · chance reached it in 19% of shufflespick one · replies +6% · chance reached it in 80% of shufflespick one · bookmarks −40% · chance reached it in 82% of shufflesshare yours · reach −18% · chance reached it in 43% of shufflesshare yours · replies −51% · chance reached it in 26% of shufflesshare yours · bookmarks −100% · chance reached it in 57% of shuffles00:00 to 04:00 · reach +0% · chance reached it in 85% of shuffles00:00 to 04:00 · replies −23% · chance reached it in 62% of shuffles00:00 to 04:00 · bookmarks −100% · chance reached it in 38% of shuffles08:00 to 12:00 · reach +28% · chance reached it in 27% of shuffles08:00 to 12:00 · replies −39% · chance reached it in 37% of shuffles08:00 to 12:00 · bookmarks −100% · chance reached it in 50% of shuffles12:00 to 16:00 · reach −4% · chance reached it in 65% of shuffles12:00 to 16:00 · replies +4% · chance reached it in 52% of shuffles12:00 to 16:00 · bookmarks −40% · chance reached it in 19% of shuffles16:00 to 20:00 · reach +5% · chance reached it in 42% of shuffles16:00 to 20:00 · replies +18% · chance reached it in 20% of shuffles16:00 to 20:00 · bookmarks +117% · chance reached it in 6% of shuffles20:00 to 24:00 · reach −17% · chance reached it in 31% of shuffles20:00 to 24:00 · replies −80% · chance reached it in 0.2% of shuffles20:00 to 24:00 · bookmarks −47% · chance reached it in 67% of shufflesMondays · reach −3% · chance reached it in 82% of shufflesMondays · replies +28% · chance reached it in 36% of shufflesMondays · bookmarks −59% · chance reached it in 46% of shufflesTuesdays · reach +15% · chance reached it in 26% of shufflesTuesdays · replies +35% · chance reached it in 23% of shufflesTuesdays · bookmarks −63% · chance reached it in 40% of shufflesWednesdays · reach −8% · chance reached it in 63% of shufflesWednesdays · replies +20% · chance reached it in 39% of shufflesWednesdays · bookmarks −70% · chance reached it in 27% of shufflesThursdays · reach +9% · chance reached it in 28% of shufflesThursdays · replies −3% · chance reached it in 96% of shufflesThursdays · bookmarks +132% · chance reached it in 18% of shufflesFridays · reach −22% · chance reached it in 14% of shufflesFridays · bookmarks −21% · chance reached it in 62% of shufflesSaturdays · reach −8% · chance reached it in 61% of shufflesSaturdays · replies −50% · chance reached it in 6% of shufflesSaturdays · bookmarks +127% · chance reached it in 39% of shufflesSundays · reach +5% · chance reached it in 60% of shufflesSundays · replies −22% · chance reached it in 59% of shufflesSundays · bookmarks −100% · chance reached it in 31% of shuffles<4h · reach −2% · chance reached it in 99% of shuffles<4h · replies −15% · chance reached it in 33% of shuffles<4h · bookmarks −48% · chance reached it in 14% of shuffles4-12h · reach +9% · chance reached it in 40% of shuffles4-12h · replies +19% · chance reached it in 42% of shuffles4-12h · bookmarks +122% · chance reached it in 36% of shuffles12-24h · reach +5% · chance reached it in 58% of shuffles12-24h · replies +5% · chance reached it in 72% of shuffles12-24h · bookmarks −5% · chance reached it in 100% of shufflesyes · replies −83% · chance reached it in 0.1% of shuffles1Fridays · replies −62% · chance reached it in 0.5% of shuffles2
  • −84%quote posts
  • −63%posts published on Fridays

One dot is one group of your posts on one metric: blue above your usual, red below, and the lower it sits the rarer that gap was by chance. Groups under 8 posts are never compared.

What you post

Post type

6 groupsnothing stands out
GroupPostsMedian reach vs. your usualBookmarksReplies / postSignal
either-or questioneither-or questionAn either-or or pick-one question.121.3×12.8—
how-to or resourcehow-to or resourceA guide, prompt, checklist or explainer a reader can reuse.131.2×41.6—
product promoproduct promoPromotes your own product or a link to it.81.0×31.8—
own findingown findingReports something you measured, found or broke yourself, with evidence from your own work.371.0×92.9—
opinionopinionA claim or opinion without evidence of your own.471.0×02.6—
questionquestionThe post is, at its core, a question to your readers.330.8×13.5—

Topic cluster

7 groupsnothing stands out
GroupPostsMedian reach vs. your usualBookmarksReplies / postSignal
programmingprogrammingLanguages, frameworks, databases, system design, the developer career.81.4×22.6—
growing on Xgrowing on XReach on X, the algorithm, followers, posting tactics.361.1×94.1—
personalpersonalPrivate matters, meta comments, greetings, jokes without a topic, everything else.121.0×01.3—
AI industryAI industryModels, companies, benchmarks and politics of the AI industry, without a building angle.161.0×12.1—
building with AI agentsbuilding with AI agentsHow to build with AI agents: architecture, verification, workflows, prompts, failures.490.9×32.7—
Claude and AnthropicClaude and AnthropicClaude, Claude Code and Anthropic.170.9×01.1—
building your productbuilding your productYour own product: revenue, launches, users, pricing, the solo-founder day.350.9×41.9—

What the post is built around

4 groupsnothing stands out
GroupPostsMedian reach vs. your usualBookmarksReplies / postSignal
own numberown numberBuilt around a number you measured yourself.211.3×54.4—
list or checklistlist or checklistContains a list or checklist.141.0×41.3—
nonenoneThe post is not built around a number, code, a list, a screenshot or a quote.1331.0×92.4—
external numberexternal numberBuilt around someone else's number: a benchmark, a price, a statistic.80.8×12.9—

Reuse value

2 groupsnothing stands out
GroupPostsMedian reach vs. your usualBookmarksReplies / postSignal
yesyesA reader would save it to use again: a prompt, a checklist, numbers, a guide.471.0×102.3—
nonoNothing to save for later.1341.0×92.5—

Where your replies land

  1. Spend your reply time under accounts with more than 100,000 followers.Your substantive replies there reach a median of 319 impressions (31 replies), against 18.5 across all 150 replies with a known parent.

By size of the account you replied to

GroupRepliesMedian impressionsTop 10% from
under 1k followers891540
1k to 10k2419108
10k to 100k6681,260
over 100k313191,273

By how fast you replied

GroupRepliesMedian impressionsTop 10% from
within 30 min5921254
30 min to 2 h4318806
2 h to 12 h4317398
after 12 h51016

Answer rate by closing question

GroupRepliesGot an answer
ends with a question8256%
no closing question11131%

Answer rate by length

GroupRepliesGot an answer
under 120 chars13742%
120 to 200 chars3949%
over 200 chars1724%

What your account posts

Most of it is about building with AI agents, 27% of your posts · 3 groups stand out among your best posts
  • 26%opinion
  • 20%own finding
  • 18%question
  • 7%how-to or resource
  • 7%either-or question
  • 4%product promo
  • 17%rarer types

27% about building with AI agents29% network posts: greetings, milestones, connect

  • Hype-toned posts: 5 of your 19 best posts, 3.2× as often as across all your posts.
  • Posts a reader is not meant to answer: 9 of your 19 best posts, 1.9× as often as across all your posts.
  • Question posts: 6 of your 19 best posts, 1.7× as often as across all your posts.

Your best posts are the top 19 by reach relative to the posts around them. Network posts stay out of the baseline and out of the tables.

Your best and weakest posts

Your top 5 and weakest 2 by reach against your usual
Top 5
product promoproduct promoPromotes your own product or a link to it.25 Jun 2026 · Open on X
It's live. 🥋 Mind Dojo — the thing I've been quietly building for months. Train memory, logic, reaction, focus & spatial reasoning. 10 games. 5 disciplines. A skill ceiling high enough to keep chasing. Train your mind. Master the disciplines. →
43×your usual reach2,309 impressions3 bookmarks8 replies
product promoproduct promoPromotes your own product or a link to it.13 May 2026 · Open on X
4 software products. 12 months. All in public. 🥋 Mind Dojo — cognitive training 🤖 ACE — AI content engine 📊 Mentaitor — AI project estimation 🧠 1UP — iterative growth engine Real numbers, real fails, real lessons. No polished highlights. Follow along.
10×your usual reach313 impressions0 bookmarks0 replies
news reactionnews reactionReacts to a concrete external event: a release, an outage, a price change, an announcement, some drama.1 Jul 2026 · Open on X
Fable 5 is BACK today after export controls were lifted, and it ships with a new security classifier. 🚨 One line is getting badly MISREAD: that routine coding "falls back to Opus." Here's the ACTUAL mechanism 👇 The classifier BLOCKS the requests it flags as risky and reroutes
9.7×your usual reach760 impressions0 bookmarks1 reply
questionquestionThe post is, at its core, a question to your readers.18 Aug 2026 · Open on X
ok, serious question: if you cannot read the code the model wrote, how do you know it works?
5.9×your usual reach807 impressions0 bookmarks24 replies
storystoryA small narrative: a scene, a day report, an anecdote.24 Jun 2026 · Open on X
5 weeks. 1 follower. A lot of posts nobody saw. Yesterday I stopped posting and just replied to people, for real. Woke up to 40. The content was never the problem. I was talking to an empty room.
5.7×your usual reach278 impressions0 bookmarks7 replies
Weakest 2
product promoproduct promoPromotes your own product or a link to it.23 Aug 2026 · Open on X
One game in my arcade is pure rhythm and I still cannot beat my own score 🥋 Tell me which one breaks you. 👇
0.2×your usual reach37 impressions0 bookmarks1 reply
either-or questioneither-or questionAn either-or or pick-one question.22 Aug 2026 · Open on X
You get one back for free 🎁 - the hours AI saved you - the focus it cost you
0.2×your usual reach35 impressions0 bookmarks0 replies
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Method and window

256 of 256 original posts analysed. Report created 15 Sept 2026. Of 300 replies analysed, 193 were substantive; the parent post was known for 150.

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 13 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.