Charles McQuain audited.
Middle of the pack. Best of it, you show up often enough. Worst of it, you reach fewer people than your follower count suggests.
Ranked 23 of 45 on the public leaderboard, top 51%
Where @cjmcquain sits on the board
#23 of 45
Jessyka Boatright@jessyka_boat · 670 followers45.63Charles McQuainThis account@cjmcquain · 995 followers45.44
QuietForgeSoftware@quietfsoftware · 332 followers45.160.19 points behind #22. See the full board
Where this score comes from
Out of 100, weighted. Follower count is not a factor, but actually reaching people is. A small account with real conversation can beat a big one that broadcasts, and an account that reaches thousands still gets credit for it.
Reach vs resonance
The most-seen post and the one people actually reacted to are different posts. That gap is where the next win is.
100 followers 🙌 Honestly didn't expect to hit this in a week. Started at 3. To everyone who followed, replied, or just liked something — thank you. It means more than the number. I'm building in public as a full-time software engineer. Nights and weekends. Real numbers, no
Just crossed 900 followers 🎉 Genuinely grateful for everyone following along as I build in public. If you’re building something on the side and sharing the real journey too, say hi—I’d love to connect!
ChadThis one reached 350 against 2.1K, and still pulled 1.6x the reaction rate. The reach on the big one was not the problem. What it said was.
Reach without conversation on the left. Real conversation on the right. Chase the right one and the left one follows.
What this engagement is made of
All 824 reactions across the posts Chad read. Bookmarks are not counted, here or anywhere else in this audit.
Golden hours
When @cjmcquain's posts actually get seen, scored on this account's own data. Times in PT. Slots marked playbook are defaults, used where there are not enough posts at that hour to judge it.
The reply game
Replies are the most under-used lever on X. A good one is worth roughly 27x a like, so this is measured, not assumed. Chad reads the most recent page of replies, so the count is a floor, not a lifetime total.
How this compares
Against the median of 44 other accounts Chad has audited. Same measurements, same method.
Voice, according to Chad
You sound like a full-time SWE who actually ships on nights and weekends: plain numbers, zero guru flex, short grateful beats. Rhythm is clean one-liners mixed with receipt dumps, always landing on the real cost or the real count instead of hype.
What this account is about
The 3 strongest posts, and why they worked
100 followers 🙌 Honestly didn't expect to hit this in a week. Started at 3. To everyone who followed, replied, or just liked something — thank you. It means more than the number. I'm building in public as a full-time software engineer. Nights and weekends. Real numbers, no
Chad42 replies on a simple milestone tells the algorithm people want to talk to you, not just scroll, gratitude plus 'started at 3' made it feel joinable instead of performative.
AI "side hustle" gurus on YouTube promise $10k–$50k/mo. I spent months actually running their playbooks — real sites, real dashboards, every dollar tracked — and wrote what honestly happened. It's a book now: The Real AI Side Hustle. Thank you 🙏 Now, off to build a mobile app
ChadThe 'I actually ran their playbooks' frame earned trust and 27 likes because it flipped the usual promo into proof; readers stayed for the honest test, not the book link.
My book has been live on Amazon for 48 hours. Here are the real numbers: 📦 6 copies sold 💰 $36.17 in estimated royalties 📈 $84.94 in actual sales No ads. No existing audience. Just a book that says what it actually cost to build 5 AI income streams — including the ones that
Chad48-hour royalty numbers with no ads created a clean receipt loop, 12 replies and a repost because specific dollars beat vague 'launched' posts every time.
Chad's moves for @cjmcquain
- Ship one 20-30s screen recording this week of you opening the Start & Ship dashboard or flipping through a real royalty page, short video is the weekly main event you're not using yet.
- Keep the heavy reply volume, but aim 5-8 of them at slightly bigger AI-builder or indie-hacker accounts with a specific observation, not just 'great post', your 84/week habit is already elite, now make the outbound ones targeted.
- Add one pure reply-bait one-liner most days (hot take or niche question) after your crafted post so you hit ~2/day without burying the receipt posts that already win.
ChadYou're at 4.6 posts/week with 3.4% engagement (beats the 2% median) while the cohort blasts 21.8. Two a day, one crafted receipt or insight, one cheap conversation line, keeps quality high and gives daily signal without burying your best work.
One post, rewritten by Chad
Hot take: in 2026, the ideal co-founder isn't a developer. AI handles most of the code now. What you actually need is someone who's great at: 🎯 Distribution 💬 Talking to customers 📣 Sales The builder + distributor combo is the new technical + business founder. Are you
Hot take: the ideal co-founder in 2026 isn't a developer. AI already handles most of the code. What you actually need is someone elite at: 🎯 Distribution 💬 Talking to customers 📣 Sales Builder + distributor is the new technical + business pair. Which side are you stronger on right now?
Cold-opened on the claim, cut the soft lead-in, and finished with a one-line question so the niche can answer in seconds instead of trailing off.
Questions about @cjmcquain's X account
@cjmcquain's strongest posting hour is 8:00 AM PT, measured from 38 of their own recent posts rather than a general rule. The next strongest are 6:00 PM and 7:00 AM.
@cjmcquain posts about 4.6 times a week across the posts Chad read. Chad's recommended cadence for this account is 2 a day.
@cjmcquain runs a 3.4% engagement rate, meaning that share of the people who see a post react to it. Their average post reaches 631 people. Follower count is not part of this measurement.
The single biggest opportunity Chad found on @cjmcquain is the wrong posting cadence. More is not growth. Two strong posts beat six mediocre ones, and posting too much buries the best work.
Accounts scoring near this one
Closest scores on the board. Same measurements, same method.
Jessyka Boatright@jessyka_boat · 670 followers45.63QuietForgeSoftware@quietfsoftware · 332 followers45.16
Abhishek Rajput@abhishekra59512 · 255 followers46.01An audit tells you what happened. Slap Post changes what happens next.
Everything above is one snapshot. Inside Slap Post, Chad rebuilds this every week as your numbers move, rewrites any post before it goes out, and schedules it into your golden hours. Our servers fire them on time even when your phone is off.
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