Writing & Copywriting · Lesson 7 of 7
Editing AI Output: How to Spot and Fix What's Off
Publishing AI output without editing is like serving raw ingredients as a meal.
After This Lesson, You Will Be Able To
Edit a piece of AI-generated content using the 5-pass editing method — fixing accuracy, tone, flow, specificity, and length.
Why AI Output Always Needs Editing
Editing AI output is a skill. The better you are at it, the more value you extract from AI — and the more your final content sounds like yours.
The 5-Pass Editing Method
Pass 1: Fact-check
Highlight every statistic, claim, quote, or specific fact. Verify each one independently. AI confabulates with confidence. Never assume a number or attribution is accurate.
Pass 2: Remove AI filler
Search for and delete these phrases: 'It's important to note that', 'In conclusion', 'Certainly!', 'As an AI', 'Dive deep into', 'In today's fast-paced world', 'Leverage'. These are AI fingerprints. Cut them all.
Pass 3: Add specificity
AI writes in generalities. Replace vague statements with specific details from your own experience or knowledge. 'Many businesses struggle' becomes 'My freelance client in Quezon City struggled with this last month'.
Pass 4: Match your voice
Read each paragraph aloud. Does it sound like something you would actually say? If not, rewrite it. AI copy is often too formal, too smooth, or missing your personality. This is where you inject yourself.
Pass 5: Cut for length
AI tends to over-explain. After the other passes, cut the draft by 20-30% by removing redundant explanations, repeated points, and any paragraph that doesn't add new information.
Exercise
~10 minutes · ChatGPT or Claude
Prompt to use
Edit this piece of AI-generated content and make it sound more like mine: [paste the AI output]. Please: 1) Identify any claims that should be fact-checked, 2) Remove AI filler phrases, 3) Flag anywhere the writing is too vague or generic and suggest how to make it specific, 4) Rewrite the intro to hook the reader faster, 5) Cut the overall length by 20% without losing key information. Voice profile: [paste your voice document].
The best AI-assisted writers are excellent editors first. If you published your last AI draft without editing it, how would a reader know it wasn't written by a real person with real expertise?
Key Takeaways
Fact-check everything. AI writes wrong things with complete confidence. You are responsible for what you publish.
AI filler phrases are easy to spot: 'In conclusion', 'It's important to note', 'Dive deep'. Delete them all.
Specificity is what AI can't add — because it doesn't have your experience. You add that in editing.
Cut 20-30% after the other passes. Shorter, tighter writing is almost always better.
Edit an old AI-generated piece you published without fully editing.
Find something you wrote with AI help and posted. Run the 5-pass method on it now. What would you change? Apply those changes and repost or update. Notice the difference in quality.
Next Lesson
Continue with Content Creation
Build Real Skills · Pillar 5 · Content Creation Track