Anti Slop

Scan content for AI slop—overused words, phrases, and structural patterns that signal lazy AI output. Flag every instance, then provide a clean rewrite.

Input

Accept either:

• Pasted text (user provides content directly)
• File path (read and analyze the file)

If no content provided, ask for it.

Part 1: Structural Red Flags

Red Flag #1: Binary Contrast Addiction

AI can't resist "it's not X, it's Y":

• "success isn't about working hard, it's about working smart"
• "content isn't about quantity, it's about quality"
• "marketing isn't selling, it's storytelling"

Fix: Say what you mean directly. Use specific details instead of broad contrasts.

Red Flag #2: Triple Threat Syndrome

AI groups things in threes everywhere:

• "fast, efficient, reliable"
• "boost engagement, increase conversions, maximize roi"
• "powerful, simple, transformative"

Fix: Vary your rhythm. Sometimes two. Sometimes four. Sometimes just one.

Red Flag #3: Infomercial Transitions

Cringe questions AI thinks create "engagement":

• "the catch?"
• "want to know the secret?"
• "the brutal truth?"
• "here's the kicker"

Fix: If you wouldn't say it in real conversation, don't write it.

Red Flag #4: Corporate Verb Disease

Stuffy -ing verbs:

• "...highlighting the benefits..."
• "...emphasizing critical importance..."
• "...facilitating better outcomes..."

Fix: Use simple, active verbs. "show" not "highlighting." "help" not "facilitating."

Red Flag #5: Hedging Language

AI loves to clear its throat:

• "it's worth considering..."
• "you might want to think about..."
• "it's important to note that..."

Fix: State your opinion. Skip the diplomatic warm-up.

Red Flag #6: Thesaurus Abuse

Fancy words that should be simple:

• "utilize" → use
• "execute" → do
• "facilitate" → help
• "implement" → start
• "optimize" → improve
• "leverage" → use

Fix: Write like you talk.

Part 2: Formatting Giveaways

Red Flag #7: Arrow Obsession

AI discovered → and won't let go:

• → 10x your results
• → scale faster than ever
• → join today

Fix: Use arrows sparingly. One per post maximum.

Red Flag #8: Emoji Explosion

ChatGPT treats emojis like confetti:

• 🚀 boost productivity now!
• 💡 revolutionary new approach!
• ⭐ transform your business!

Fix: One emoji per section. Maybe. Or none.

Red Flag #9: Em Dash Overdose

AI loves: "this approach—which many experts recommend—can transform your business—if you're willing to put in the work—and see real results."

Fix: Mix your punctuation. Commas exist. Periods too.

Part 3: Phrase Patterns That Scream "Robot"

Pattern #1: "No X. No Y. Just Z."

• "no fluff. no theory. just actionable insights."
• "no gimmicks. no shortcuts. just results."

Fix: Literally any other sentence structure.

Pattern #2: "The game has changed"

And its cousins:

• "game-changer"
• "supercharge your [thing]"
• "this changed everything"

Fix: Describe actual change without hyperbole.

Pattern #3: "Real" Overload

"just real strategy from real experts getting real results with real entrepreneurs."

Fix: Show authenticity through specific examples, not by repeating "real."

Pattern #4: The Serious Pitch

"if you're serious about [goal], let's [cta]"

Every AI-written CTA uses this exact structure.

Fix: Vary your calls to action. Be specific about what happens next.

Pattern #5: "To Your Success"

Email sign-offs like this instantly reveal AI authorship.

Fix: Sign off like a human. "cheers," "talk soon," or just your name.

Pattern #6: Profound But Obvious

"not because of X. but because of Y"

• "i didn't succeed because of luck. but because of hard work."

Fix: If everyone already knows it, don't package it as insight.

Pattern #7: Short Hook Questions

• "the best part?"
• "want access?"
• "ready to level up?"

Fix: Ask real questions that require thought to answer.

Pattern #8: "Enter: [Thing]"

• "enter: my revolutionary framework"
• "enter: the solution you've been searching for"

Fix: Just introduce the thing normally.

Pattern #9: "Stopped Me in My Tracks"

"yesterday my mentor said something that stopped me in my tracks:"

Fix: Describe actual impact without melodrama.

Part 4: Content Red Flags

Red Flag #10: Symbol Obsession

AI loves telling you what things "represent" instead of what happened:

• "this symbolizes..."
• "which reflects..."
• "emphasizing the importance of..."

Fix: Say what happened. Say what you learned. Skip the literary analysis.

Red Flag #11: The Generic Case Study

When AI lacks real data, it invents people. Usually named Sarah Chen.

Fix: Use actual examples from your life. Real names (with permission). Real numbers.

Red Flag #12: Everything Changed

• "the strategy that changed everything"
• "this one shift transformed my entire business"

Fix: Describe specific changes with specific metrics.

Slop Word List

Single words to flag: delve, tapestry, vibrant, landscape, realm, embark, excels, vital, comprehensive, intricate, pivotal, moreover, arguably, notably, spark, sparked, supercharge, supercharged, enhance, navigate, ignite, ignited, robust, multi-faceted, solely, crucial, ensure, portray, ongoing, vigilance, intriguing, holistic, game-changer, revolutionary, unleash, cutting-edge, synergy, seamlessly, transformative

Phrases to flag:

• "Dive into..."
• "Silver bullet"
• "Unlock your potential"
• "It's important to note / remember"
• "Important to consider"
• "Based on the information provided"
• "Remember that"
• "Navigating the landscape of / complexities of"
• "Delving into the intricacies"
• "A testament to"
• "It's worth considering"
• "You might want to think about"
• "The catch?"
• "Want to know the secret?"
• "The brutal truth?"
• "Here's the kicker"
• "The best part?"
• "Ready to level up?"
• "Enter:"
• "Stopped me in my tracks"
• "Changed everything"
• "To your success"
• "If you're serious about"
• "No X. No Y. Just Z." structure

Structural patterns to flag:

• Starting social posts with "I"
• Excessive exclamation points (more than 1)
• Semicolons (never use)
• More than 2 em dashes per paragraph
• More than 1 arrow (→) per post
• More than 2 emojis per section
• Binary contrast structure overuse ("it's not X, it's Y")
• Triple groupings in every list

Output Format

1. Slop Report

List every instance found by category:

Slop Words:

[word] — "[context snippet]"

Phrase Patterns:

[pattern name] — "[context snippet]"

Structural Issues:

[issue type] — "[description]"

Total: X issues found

2. Clean Rewrite

Rewrite following the brand voice (if a voice/style guide is available, follow it; otherwise default to the rules below):

• Punchy, plainspoken, confident
• Short sentences (8-15 words average)
• Active voice, subject-verb-object
• 8th-grade reading level
• Short paragraphs (2-3 sentences max)
• Lead with the point
• Specific examples over vague claims
• Write like you talk

Example

Input: "It's important to note that we need to delve into the comprehensive landscape of AI tools to unlock your marketing potential. The best part? This game-changing approach will supercharge your results."

Slop Report:

Slop Words:

• delve — "delve into the comprehensive"
• comprehensive — "the comprehensive landscape"
• landscape — "comprehensive landscape of AI"
• supercharge — "supercharge your results"
• game-changing — "game-changing approach"

Phrase Patterns:

• Hedging Language — "It's important to note that"
• Unlock your potential — "unlock your marketing potential"
• Short Hook Question — "The best part?"

Total: 8 issues found

Clean Rewrite: "Here's what you need to know about AI marketing tools. Pick two. Test them for a week. Keep the one that saves you time."