Anti-slop by design

Your LinkedIn, minus the cringe.

A co-pilot that writes in your actual voice, surfaces what to react to, holds every draft to a ruthless anti-slop bar, and ships your week. You approve everything.

Start writing in my voiceSee the difference

Free to try · no LinkedIn required · you approve every post

Writes postsComments for youReacts to your newsPlans your week
Sounds like you, not AI
Maya Reyes
Maya Reyes
Head of Product · 1st · 3h
In your voice
We turned off paid acquisition for six weeks, just to see. Revenue dropped 4%. We'd been spending $38k a month to make a number look like growth, and most of those people would have found us anyway. Now I don't trust a channel until I've tried killing it.
214 · 31 comments
86Anti-slop gatepassed before you ever see it
Spot the bot

You can tell when someone didn't write it themselves.

So can your audience, your customers, and the people you want to hear from. Generic AI writing is worse than posting nothing.

Generic AI
Generic AI bot
Any assistantsounds like everyone

"I'm humbled and thrilled to announce we're revolutionizing the space. Here are 5 lessons that will change how you build. Thoughts? Agree? Let me know in the comments!"

Could be anyone
Instead
In your voice
Maya Reyes
Maya ReyesHead of Product

"Cut the feature I was proudest of yesterday. The demo room loved it, five real customers shrugged. There's a sticky note on my monitor now that just says: applause isn't revenue."

Written, not generated
Every draft, slop-checked before it posts
Voice engine

It sounds like you, and it sharpens every time you touch it.

Built on your real posts. Learns from every edit you make. No generic AI voice, no slop, no drift.

Your voice, learned
91% untouched

Drafts you ship without changing a word.

The edit ratio is your north star. 1.0 means published exactly as drafted. The more you post, the closer it climbs.

Edit ratio, climbing74 → 91
Locking inLast 12 drafts · +17 pts
It writesDirectSpecificStory-ledLow-hypeNo slogans
Canvas studio

Write with a co-pilot, not at a blank page.

Draft, refine, swap the hook, and watch an honest score, before you ever hit post.

app.copilot.so/canvasDraft · unsaved
Personal lessonchange format

We almost shipped the wrong thing last week.

It demoed beautifully and died in the first real account. Here is the one metric I wish we had watched from day one.

⌘B612 chars
Authenticity live
86/ 100
Sounds like you.
Median of 3 judges. Stable on reruns.
Clears the 78 bar
Specific91
Rhythm78
Voice94
Hook72
Refine
Slop check 2 flags
"so here's the one metric"
Reads like a setup line. Cut "here's the" and name the metric.
Hook lands at line 2, not line 1.
Payoff is past the fold. Move the metric tease up top.
The five-gate bar

You get the finished draft, not the first guess.

Every draft clears a five-gate bar before it reaches you.

78/100the bar
DraftLintJudge×3BarShip

Three independent judges, scored 84 / 81 / 86. We take the median, never the friendliest read. Under 78 goes back to rewrite.

Format engine

Nine formats. Five pillars.

A balanced weekly mix, planned for you. Mostly insight and building in public, with product moments kept rare so the feed never reads like a brochure.

The weekly mix
35%
Insight
25%
Build in public
20%
Personal
10%
Engagement
10%
Product
Insight
Hot take
A sharp opinion, argued in five lines.
Data drop
One number from your last 90 days.
Contrarian
The advice everyone repeats, refuted.
Build in public
Build log
What shipped this week, and why.
Milestone
A number crossed, told as a story.
Personal
Personal lesson
The hire you waited too long to make.
Origin story
Why you started, in one moment.
Engagement
News reaction
Your angle on today's headline.
Product
Product moment
A feature, framed as a story.

Nine shapes, five pillars, never the same twice. The planner rotates them week to week so your feed stays varied without you tracking it.

Reads your space, daily

Never start from a blank page.

It reads your space every morning so you react while it still matters, in your own words.

TechCrunch
The Information
Anthropic
Stripe Blog
Hacker News
YC W26
3 of 12 stories today are worth your take
Your take
Anthropic shipping tool-use into the API is the real story: agents stop being demos and start being infrastructure you have to support.
Maya ReyesMaya ReyesHead of ProductIn your voice
Engagement copilot

The other half of LinkedIn, handled.

Showing up in the comments is how you stay seen between posts. The co-pilot handles that half for you.

Surfaces the posts worth your take
Ranked by reach and freshness, inside the 90-minute prime window.
Writes the comment in your voice
Built from your real posts, so it sounds like you and clears the slop bar.
You approve every send
15 a day, max. Zero auto-sends, ever.
4 worth a comment today
Jensen OkaforJensen Okafor · 2ndVP Engineering, fintech · 2h

Spent the week ripping out our feature-flag service. Turns out the cleanup was the feature.

Priya and 213 others38 comments
Ravi Talwar
Ravi TalwarStaff Eng1h

Underrated. Deleting code you wrote a year ago is the most satisfying PR of the quarter.

Like· 12Reply
Maya Reyes
Maya ReyesDrafted in your voicenow

The nobody-remembers-why flag graveyard is real. We capped flag TTL at 30 days and cut our live flags from 140 to 22 in a quarter.

Prime window480 / 500 charsApprove & send
Media that ships itself

Every post can ship with art. No designer.

Branded image cards, swipeable carousels, and real-scene AI images, generated straight from your post.

Image card

The boring fix that cut our onboarding in half.

Image card1200 sq
Slide1
Slide2
Slide3
Swipe
PDF carousel1080 × 1350

A real scene, made for the post.

Rendered from your words.

1024 sqAI image
Repurpose a link

Turn anything you read into a post in your voice.

Your point of view, in your voice, in seconds.

Any source
Blog articleThe state of payments in 2026stripe.com · 9 min read
X post"Refunds should be one click."@operatordiary · 2.4K reposts
YouTubeHow we cut churn 40%18:32 · the build log
In your voice
One post

Saw a competitor make refunds one click: no exit survey, no “sorry to see you go” guilt screen. We’d kept our four-question form because someone (me) swore the data mattered. We never read a single answer. Gone by lunch.

Maya ReyesMaya Reyes · Head of Product · drafted in seconds
Your angle, not a recapPaste · read · ship
Autopilot · While you sleep

Wake up to a stack of finished posts. Just approve.

Autopilot preps, scores, and slots your week overnight. You wake up to a ready queue and just triage it. Nothing posts without your click.

5posts, prepped
by 6 AM.Drafted, scored, slottedEach one already cleared the 78 bar and got a calendar slot. No blank page, ever.
Your week, already laid out
MonHot take
Tue·
WedBuild public
Thu·
FriData drop
Sat·
Sun·
You approve. It posts.Approve from your phone, no login. One-tap magic link per draft.

"Why not just use ChatGPT?"

Because a blank prompt makes everyone sound the same. This starts from you, and never stops.

A blank prompt

  • × Starts from nothing, sounds like everyone
  • × Hands you slop, no questions asked
  • × No idea what's happening in your space
  • × Never finds posts to comment on
  • × Forgets you the moment you close the tab
  • × Copy, paste, hope
vs

Your voice

  • ✓ Starts from your voice profile
  • ✓ Scored to a 78 bar, slop rejected
  • ✓ Reads your domain news every day
  • ✓ Surfaces the posts worth commenting on
  • ✓ Voice memory, learns from your edits
  • ✓ Schedules your week, with your approval
Performance, learned

The engine learns what your audience actually rewards.

It measures what lands and shifts your mix toward your winners.

Your top format vs your median post
1.8x

Build-in-public posts pull 1.8x your median reach. The engine noticed before you did.

Reach by format

baseline = 1.0x your median
Build-in-public WINNER1.8x
Data drop1.4x
Hot take1.2x
How-to0.9x
the vertical line is your median post
Build-in-public wins. So the planner writes more of it.Your winners, amplified. Every week the mix tilts toward what your audience keeps rewarding.

Slow-burn post

day 1 → day 14
Kept climbing for two weeksday 14

The honest answers.

Will it actually sound like me?

It builds a voice profile from your real posts and learns from every edit you make. We track an edit-ratio (how much of each draft you publish untouched); the goal is that you change less over time, not more.

How does it find posts to comment on?

The engagement copilot searches your space, ranks posts by how fresh and fast-moving they are (it favors the prime window under 90 minutes), and drafts a sharp reply in your voice for each. You approve every send, capped at 15 a day.

Does it post for me automatically?

Only if you let it, and only after you approve. Autopilot preps, scores, and slots your week overnight, but every post and every comment is your click. You can even approve from your phone via a magic link.

What makes it anti-slop?

The model is told in detail never to write the robot voice. Deterministic code strips banned constructions and em dashes to zero. A median-of-three judge panel scores every draft against a 78 bar before you see it, and a 12-eval suite guards quality on every change.

Do I have to connect LinkedIn?

No. Connect for the full flow (engagement, autopilot, scheduling), or just paste a few past posts to start. The writing, scoring, and voice learning all work either way.

What does it cost?

Free to try by pasting a few posts. Paid plans unlock the full connect, the engagement copilot, autopilot, and scheduling.

Post like yourself.
Not like a prompt.

Build your voice profile and see your first in-voice draft in two minutes.

Start writing in my voiceSee how it works