AI slop is writing that sounds smooth but says little. I fix it by cutting filler, adding facts, changing the rhythm, and putting my own point of view back in.
Here’s the short version:
- What it is: generic, safe, polished text with no clear voice
- Where it shows up: emails, LinkedIn posts, newsletters, and cover letters
- How to spot it: repeated phrasing, weak transitions, vague claims, and no names, dates, or numbers
- How to fix it: edit in 3 passes - substance, rhythm, and voice
- What to add back: specific proof like dollar amounts, dates, job titles, results, and plain opinions
- What to check before publishing: read it out loud and ask, “Would I say this in real life?”
A simple example:
- Before: “helped reduce costs significantly”
- After: “saved $3,500”
That one change makes the line clearer and easier to trust.
The article’s main point is simple: AI can help me draft fast, but it can’t finish the job for me. If I want writing that sounds human, I need to remove stock phrases, stop the robotic flow, and add details only I know. You can find more tips on writing with AI without losing your voice on our blog.
If I want a final cleanup step, the article also points to UnslopAI. It says the tool keeps facts like names, numbers, dates, and dollar amounts in place while changing stiff wording. The plans listed are Free ($0), Small ($4.99/month or $49/year), and Pro ($19/month or $190/year).
How to get AI to stop writing slop
Quick Comparison
| Part | What to look for | What I should do |
|---|---|---|
| Tone | Generic claims, buzzwords, empty lines | Swap vague wording for plain facts |
| Structure | Same paragraph pattern, smooth but flat flow | Vary sentence length and cut repeated wrap-up lines |
| Detail | No names, dates, numbers, or proof | Add real specifics |
| Voice | Could sound like anyone | Put back my judgment and phrasing |
| Final check | Draft still feels machine-made | Read aloud, then review changes line by line |
In other words: keep AI for the first draft, not the last word.
Common Signs of AI Slop
Look for three things: generic claims, repetitive structure, and missing specifics (or spot the AI with a quick quiz). It’s a fast pre-publish check you can use for emails, LinkedIn posts, newsletters, and cover letters.
Generic Tone, Buzzwords, and Empty Claims
The easiest tell is a sentence that sounds polished but doesn’t say much. Phrases like "in today's fast-paced world," "drive meaningful impact," or "innovative solutions" take up space without adding a clear point. The result feels stiff, overly polished, and a little harder to read.
Repetition, Filler, and Predictable Structure
Check how paragraphs end. If each one circles back to the same point, the piece starts to feel robotic. Transitions like "however," "furthermore," and "in conclusion" can show up in the exact same spots again and again, which makes the writing feel too smooth and formulaic. That rhythm is easy to spot.
Missing Specifics and Human Detail
Vague drafts are the most common kind of slop. Instead of saying "the campaign performed well," a human writer would explain what happened with names, numbers, dates, or dollar figures. Without those details, the writing can sound plausible but still say almost nothing [5].
- Generic buzzwords ("innovative solutions", "drive impact") - polished but empty
- Repetitive summary sentences at the end of every paragraph - predictable, robotic rhythm [2]
- Overly smooth transitions ("furthermore", "in conclusion") - feels machine-made [2]
- Safe, anonymous word choices - stiff or anonymous [1][5]
- Missing specifics (no names, numbers, or dates) - sounds polished but says nothing [5]
Next, use this checklist on your own draft, line by line.
How to Spot AI Slop in Your Own Draft
Spotting slop in your own draft is tougher than spotting it in someone else’s. You know what you meant, so your brain fills in gaps and smooths over clunky lines. That’s why it helps to run a few checks before you start editing for style or voice.
A 30-Second Self-Check Before You Publish
Read your draft out loud. If you trip over a sentence or the rhythm feels stiff, that’s your signal.
Then ask yourself a few blunt questions: Would I actually say this out loud? Does it repeat itself? Are there real names, numbers, or dates? Could this have been written by almost anyone?
If the answer to most of those is no, the draft needs work. Mark the lines that feel generic or overdone, then go through them one at a time.
What to Review in Emails, LinkedIn Posts, and Cover Letters
Each format has its own slop pattern.
Emails often get fuzzy on the ask. There’s no deadline, no clear action, and no obvious next step. LinkedIn posts often swap out a real point for a high-energy paragraph that doesn’t actually say much. Cover letters often slide into vague skills talk instead of showing proof.
Here’s a simple way to check for the three biggest warning signs:
| Symptom | Manual check |
|---|---|
| Robotic cadence | Read aloud: does it sound like a person talking or a textbook? |
| Redundant summaries | Check the last sentence of every paragraph - does it just restate the first? |
| Missing specifics | Circle every sentence with no noun, number, or name. |
How to Fix AI Slop Without Losing Your Meaning
Once you know what to look for, editing gets a lot simpler. The goal isn't to rewrite everything from scratch. It's to strip out the parts that sound generic while keeping what you meant to say.
A good way to do that is in three passes: substance, rhythm, and voice. Each pass fixes a different issue you already know how to spot: generic wording, robotic rhythm, and missing specifics.
| Editing pass | What to change | What to keep |
|---|---|---|
| Substance | Empty buzzwords and repetitive filler | Factual data and the original message |
| Rhythm | Predictable paragraph structures and overly smooth transitions | Logical structure |
| Voice | Robotic, anonymous tone | Distinct phrasing and subjective judgments |
Cut Filler and Replace Vague Wording
Trade vague phrases for concrete facts. If a result mattered, say what happened with a number, a date, or a clear outcome.
Go line by line and ask: does this sentence have a number, a name, or a concrete outcome? If the answer is no, add one or cut the sentence.
Before: "helped reduce costs significantly" After: "saved $3,500"
Once the facts are concrete, the rest of the edit tends to get easier.
Remove Cliches and Restore Natural Cadence
Break the pattern. Mix short sentences with longer ones. Cut weak transitions. Delete ending lines that just restate the point in smoother words.
Reading the draft out loud is still the fastest way to catch text that looks fine on the page but sounds stiff in your ear.
When the rhythm sounds human, people get the message faster.
Add Back Real Voice, Opinion, and Specific Detail
Put back the details that only you would know. Readers can spot machine-like writing fast when it has no judgment, no stakes, and no concrete detail.
That might be a client objection you heard on a call, a project result with an actual timeline, or a hiring manager's exact requirement from a job posting. These details don't need to be dramatic. They just need to be real.
One concrete detail often does more for credibility than three paragraphs of polished generalities. After this manual pass, a tool can catch what's still left.
That gives you a clean draft to run through UnslopAI next.
Using UnslopAI to Clean Up AI-Assisted Drafts
After your own edit, run one last pass to catch the final bits of AI slop.
What UnslopAI Changes in a Draft
Use it at the very end, after you've already cut the obvious slop by hand.
The tool goes after the patterns that make AI writing feel off: stiff phrasing, cautious word choices, predictable structure, and filler. It does not change your actual facts. Names, numbers, dates, role titles, dollar amounts, and claims stay intact. The engine changes how the draft sounds, not what it says.
In August 2026, Vuink showed a real example of this at work. A draft opening that read "In today's fast-paced world, building a newsletter audience requires a robust and multifaceted strategy" came out as "Building a newsletter audience takes real planning and more moving parts than most people expect." The tool also replaced "consistency is crucial" with "consistency is key" and changed "leverage those insights" to "use those views," which made the rhythm more direct while keeping the original advice intact.[4]
How to Use the Score, Diff View, and Fidelity Checks
Paste your draft into the browser app and run the rewrite. Then look at three things.
The slop score shows how much machine-like phrasing the rewrite removed. A higher number means the original draft leaned harder on AI patterns.
The diff view shows each change side by side. Check it to make sure names, numbers, dates, and claims stayed intact.
If the engine finds nothing to change, it returns no rewrite and does not use a monthly rewrite.[3]
That gives you a simple check: use the score to see how much slop was left, and use the diff view to make sure the facts still match.
Which Plan Fits Short Posts vs. Longer Content
Once the rewrite looks clean, choose the plan that fits your draft length.
| Plan | Price | Best For | Draft Limit |
|---|---|---|---|
| Free | $0 | Testing the engine | Up to 1,000 characters |
| Small | $4.99/mo or $49/yr | Emails, LinkedIn posts, cover letters | Up to 2,000 characters |
| Pro | $19/mo or $190/yr | Articles, blog posts, newsletters | Up to 20,000 characters |
Conclusion: Keep the Speed of AI and Drop the Slop
Once you know how to spot slop and clean it up by hand, the job gets pretty simple: keep AI’s speed, but bring back your voice. Sloppy AI writing tends to show the same tells over and over - vague buzzwords, filler, flat rhythm, and transitions that feel a little too polished.
AI is great at building a draft fast. But voice, stakes, and judgment still come from you. That means editing for direct language, sentence rhythm that doesn’t sound canned, and at least one detail that only you would think to add.
After you’ve done that manual edit, run it through UnslopAI for a final pass. It can help catch leftover machine-like phrasing and make sure the facts still hold up.
FAQs
Is AI slop always bad?
Not always. AI slop sits at the far end of the AI-writing spectrum.
People usually call it slop when raw AI output is published with little or no editing. That kind of writing often feels flat because it has no clear voice, no real stakes, and no human judgment behind it.
That said, AI can still be useful. It can help shape rough ideas, organize an argument, and make writing easier to follow. The point isn’t to cut AI out of the process. It’s to use it with care, then bring in human voice, subject knowledge, and editing to make the piece worth reading.
How much should you edit an AI draft?
Aim for a balanced partnership. AI can handle structure and organization, but you should bring the voice, judgment, and final polish. A rough 50% split is often the sweet spot.
Don’t lean on raw output. Let AI help organize your thoughts, then edit hard to bring back your cadence, word choices, and personality. If the draft feels anonymous or a little too polished, you probably haven’t edited it enough.
What details make writing sound human?
Writing feels human when it steers clear of stiff phrasing, canned patterns, and that too-polished finish that can make a paragraph feel machine-made. It needs a natural rhythm, a clear shape, and word choices that sound like they came from a real person with something to say.
In practice, that means trimming dense, robotic sentences, obvious transitions, and filler-packed formulas. The goal is to keep the writing clear while making it sound smoother, more varied, and more like an actual voice on the page.