The 7-Pass AI Content System
How to take AI-generated content from robotic to readable, one pass at a time
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Why This Exists
I built this for a law firm. They needed 40+ local service pages, each one unique, specific, and compliant. We tried the obvious approach first: prompt AI once, clean it up, publish. The output was unusable. Not wrong. Just robotic.
The problem wasn't the AI. It was that we had no system for what happens after the first draft.
This playbook is the system we built. Seven passes. Each one fixes a specific problem. Run them in order and the output starts to sound like a person wrote it.
The law firm got pages that ranked. We got a repeatable process. You can use it on any content: blog posts, landing pages, LinkedIn articles, case studies.
The only rule: each pass does exactly one job. Do not try to fix everything at once. Combining passes slows you down and makes it harder to catch what's still off.
Pass 1: Set Your Strategy Before Anything Else
AI cannot define what you want to say. You have to do that first.
Before writing a single word, decide:
- Who is reading this, specifically?
- What is the one thing they should think or do after reading?
- What is the one thing you will not include?
Give this to AI as a brief. Not a prompt. A brief. It should take you 10 minutes to write and save you an hour of cleanup.
Use this template:
You are writing a [content type] for [specific audience]. The goal is [one sentence]. The reader's main concern is [their specific fear or question]. Do not include [anything off-topic]. Write Section 1 only.
Pass 2: Write Each Section as if the Others Don't Exist
AI has a coherence problem. When it writes a long piece, it remembers what it said before and defaults to the same sentence structures, the same transitions, the same rhythm.
Fix: write each section in a separate prompt. Give it the brief, the section heading, and nothing else. No context from the previous section.
The result: each section has its own energy. When you put them together, the piece has natural variation instead of mechanical repetition.
Do not paste previous sections into the next prompt. The moment AI sees what it already wrote, it starts matching that style. Start each section fresh.
Pass 3: Break the Rhythm
AI writing clusters. Most sentences land between 14 and 20 words. Every time. You can measure it.
Human writing doesn't work like that. It swings.
Short.
Then a longer one that runs a little further because the thought needs more space to land.
Then short again.
Read your draft out loud. If you find the same beat repeating, the rhythm is off.
Fix: pick the three longest sentences and cut them in half. Pick the three shortest and merge them with the next sentence. Read it again. You don't need to touch every sentence. Just break the cluster.
Use this prompt:
Read this section and note the word length of each sentence. List any clusters where 3 or more consecutive sentences are within 5 words of each other in length. Rewrite those sentences so the lengths vary by at least 8 words up or down.
Pass 4: Replace the Words Nobody Says Out Loud
AI has a default vocabulary. The words are not wrong. They're just overused to the point that readers recognize them as AI output.
| Category | AI Default | Use This Instead |
|---|---|---|
| Verbs | leverage, utilize, harness | use, apply, tap |
| Verbs | enable, empower, streamline | let, help, speed up |
| Adjectives | robust, comprehensive, seamless | solid, complete, smooth |
| Adjectives | innovative, cutting-edge, scalable | new, modern, built to grow |
| Nouns | ecosystem, landscape, framework | setup, space, system |
| Nouns | synergy, touchpoint, journey | fit, interaction, path |
Search your draft for each word in the left column. Replace it with the plain version. If the plain version doesn't fit, rewrite the sentence.
Find every instance of these words in the draft: leverage, utilize, harness, drive, enable, streamline, optimize, unlock, empower, robust, comprehensive, seamless, innovative, cutting-edge, scalable, dynamic, synergy, ecosystem, landscape, touchpoint, journey, framework, solution. Replace each with a simpler word that means the same thing. If no simpler word fits, rewrite the sentence.
Pass 5: Rewrite the First and Last Two Sentences of Every Section
The middle of a section can be functional. The edges have to sound like a person.
AI almost always writes the opening sentence of a section as a statement of intent: "In this section, we'll explore..." or "This part covers..." These are the most robotic lines in any draft.
Take the first two sentences of each section and rewrite them yourself. Same for the last two.
Don't give this to AI. Write them in your own voice.
If you can't write the bookends yourself, that section doesn't belong in the piece. The edges reveal whether you actually have a point of view on the topic.
Pass 6: Find the One Sentence That Names the Fear
Every piece of content has one sentence that lands differently from the rest. It names what the reader is actually worried about.
It's usually buried.
Your job in Pass 6 is to find it and move it earlier. Or, if it doesn't exist, write it.
For the law firm project, it was: "If your case gets assigned to someone who doesn't know the local court, it will cost you time and money." That sentence made readers stop. It earned the rest of the page.
Use this prompt:
Read this draft and find the single sentence that most directly names what the reader is afraid of: their specific fear, risk, or concern. If no such sentence exists, write one. Then tell me where it currently appears and where it should be moved for maximum impact.
Pass 7: Run Four Checks Before You Publish
Before anything goes live, run four checks. Give the full draft to AI and ask it to review:
- Is anything here misleading or legally risky?
- Does the content actually match the brief from Pass 1?
- Does this sound like your brand voice? Flag anything that doesn't.
- Are any claims missing sources?
This is not a style check. It's a judgment check. Fix every flag before publishing.
Use this prompt:
Review this content for four things: (1) Any claim that could be misleading or legally problematic. (2) Any section that drifts from this brief: [paste brief]. (3) Any sentence that does not match this voice: [paste voice guidelines]. (4) Any stat or claim that needs a source. List every flag. Do not rewrite. Only flag.
When all four checks come back clean, the content is ready to publish. Not before.
About Andrew Voskov
Andrew Voskov is the founder of Cherry Pi AI. The 7-pass system in this playbook was built as part of Cherry Pi AI's AI content and automation work for client projects. He has spent 20 years building online businesses: Amazon brands, content systems, websites, and marketing. All of it before AI existed.
Today he helps business owners build AI workflows that actually get used. His clients include law firms, local service businesses, and product brands. His work focuses on real output, not demos.
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