The ChatGPT 5.5 Editor Prompt That Removes AI Tells

The Problem: AI Content That Reads Like AI Content

You've shipped a product. You've got traction. But your organic visibility is stuck at zero.

So you do what every bootstrapper does: you use ChatGPT to generate 100 blog posts in an afternoon. Fast. Cheap. Done.

Then you read the first one back.

It's hollow. Repetitive. The paragraphs all start with "In this article, we'll explore." The transitions are robotic. The examples feel generic. It sounds like every other AI-generated piece on the internet—because it is.

Google's systems have learned to detect this. So have readers. And so have AI search engines like ChatGPT and Perplexity when they're deciding what to cite.

The brutal truth: AI tells—those unmistakable patterns that scream "this was generated"—kill both human readership and AI citations. They tank click-through rates. They tank rankings. They tank the whole point of shipping content in the first place.

But here's the thing: you don't need a $5,000/month agency to fix this. You don't need a human editor for every piece. You need the right prompt.

This guide walks you through the exact ChatGPT 5.5 editor prompt that removes AI tells and turns raw AI drafts into content that reads human, ranks human, and gets cited by AI search engines. It's the prompt we use at Seoable to transform bulk-generated content into publish-ready material in minutes, not weeks.

Prerequisites: What You Need Before You Start

Before you run this prompt, you'll need:

ChatGPT 5.5 or later. This prompt is optimized for Claude 3.5 Sonnet and ChatGPT-4o, but it works on GPT-4 Turbo. Older models will struggle with the nuance. If you're on GPT-3.5, upgrade.

An AI-generated draft. This could be a blog post, product description, email, or any piece of content that feels like it was written by a machine. The prompt works best on drafts that are already structurally sound but lack personality and human voice.

The original brief or context. If you have the original prompt you used to generate the draft, keep it handy. The editor prompt will ask for it. If you don't have it, a one-sentence summary of what the piece is supposed to do is enough.

5-10 minutes per 1,500 words. This isn't instant. But it's fast. Much faster than rewriting by hand, and infinitely better than publishing raw AI.

Optional but recommended: A style guide or brand voice document. If you have one, the prompt can match your brand's tone. If not, the prompt will infer it from your brief.

If you're serious about shipping content that ranks and gets cited, you should also read The Busy Founder's Brief Template for AI-Generated Content — SEOABLE to understand how to structure briefs that produce better drafts in the first place. Better input = less editing downstream.

The ChatGPT 5.5 Editor Prompt (The Exact Version)

Here's the prompt. Copy it. Paste it into ChatGPT. Replace the bracketed sections with your own content.

---

PROMPT:

You are a senior content editor. Your job is to remove AI tells from a draft and make it sound human, specific, and credible.

AI tells are patterns that scream "this was generated": 
- Paragraphs that start with "In this article, we'll explore"
- Overuse of transition phrases like "Moreover," "Furthermore," "It's important to note"
- Generic examples that could apply to anything
- Lists that feel like they were assembled by algorithm
- Repetitive sentence structures
- Vague qualifiers like "it's crucial," "it's essential," "in today's world"
- Lack of specificity (no numbers, names, or concrete details)
- Missing counterarguments or nuance
- No personality or opinion
- Sentences that are all the same length
- Passive voice when active voice would be stronger

Your task:

1. Read the draft below.
2. Identify every AI tell.
3. Rewrite the draft to sound like a human expert wrote it.
4. Keep the same structure and length (don't add filler).
5. Add specific examples, numbers, and details where possible.
6. Vary sentence length and structure.
7. Use active voice.
8. Add personality and opinion (but stay professional).
9. Remove redundancy.
10. Make it scannable (short paragraphs, subheadings, lists).

Original brief: [INSERT YOUR ORIGINAL BRIEF OR CONTEXT HERE]

Draft to edit:

[INSERT YOUR AI-GENERATED DRAFT HERE]

Edited version:

---

That's it. Paste your draft. Run it. You'll get back something that reads human.

But here's where most people stop. They shouldn't.

Step 1: Paste Your Brief and Draft

The prompt works best when it has context. Before you paste your draft, give it the original brief you used to generate it.

For example:

Bad: "Here's my blog post. Make it sound human."

Good: "I wrote a brief asking for a 1,200-word blog post about SEO for indie hackers. The goal is to rank for 'indie hacker SEO' and get cited by ChatGPT. The audience is technical founders who've shipped but have zero organic visibility. Here's the draft."

The more context you give, the better the edit. The prompt uses that context to understand what the piece is supposed to do, who it's for, and what tone it should have.

If you don't have the original brief, write a one-liner:

• "Blog post about technical SEO for bootstrappers."
• "Product description for a SaaS tool that audits domains."
• "Email to founders explaining why they need an AI content strategy."

Then paste the draft.

Step 2: Let ChatGPT Identify and Rewrite

When you run the prompt, ChatGPT will:

1. Scan for AI tells. It will flag every robotic pattern it finds.
2. Rewrite the whole thing. Not just touch-ups. A full rewrite that removes every tell and adds human voice.
3. Keep the structure. It won't reorganize your sections or add new ones. It respects the original outline.
4. Add specificity. Where the draft was vague, it will make it concrete.

The output is usually ready to publish. But not always.

Step 3: The Manual Review (The 10% That Matters)

After ChatGPT finishes, spend 5 minutes reading the edited version out loud.

Yes, out loud. You'll catch awkward phrasing that your eyes would miss.

Look for:

Overcorrection. Sometimes ChatGPT adds too much personality. If it sounds forced or too casual for your brand, dial it back. One sentence. Two sentences. That's all it takes.

Factual errors. ChatGPT sometimes hallucinates stats or examples. Check any numbers, names, or claims against a source. If you're not sure, remove it or rewrite it.

Redundancy. Occasionally the rewrite will repeat a point. Cut it. One clear statement beats three weak ones.

Tone misalignment. If the edited version doesn't match your brand voice, tell ChatGPT: "That's too formal" or "That's too casual. Dial it back." It will adjust in seconds.

Missing links or CTAs. The prompt doesn't add internal links or calls-to-action. You do that manually. This is where you link to The Busy Founder's AI Stack for SEO: Three Tools, Zero Bloat — SEOABLE or other relevant pages.

If you're publishing content about SEO audits, make sure you mention Free check-up — is your brand visible on ChatGPT and Google? | SEOABLE where it makes sense. Not as spam. As a genuine resource.

The Specific AI Tells This Prompt Targets

Understanding what the prompt is looking for will help you catch what it misses. Here are the specific patterns it removes:

Intro Clichés

AI tell: "In this article, we'll explore the fundamentals of SEO and how it can benefit your business."

Human version: "SEO is invisible until it works. Then it's the only marketing channel that doesn't cost you per click."

The difference: specificity, opinion, and a real reason to care.

Transition Overload

AI tell: "Moreover, it's important to note that furthermore, the implementation of these strategies requires careful consideration."

Human version: "That said, most founders skip this step."

Short, direct, human.

Generic Examples

AI tell: "For example, a company might use keywords to improve their online visibility."

Human version: "A bootstrapper with a SaaS tool can rank for 'founder SEO' in 60 days if they target the right keywords. We've seen it happen."

Specific. Credible. Numbers. Names.

Vague Qualifiers

AI tell: "It's crucial to understand that in today's digital landscape, it's essential to prioritize your SEO strategy."

Human version: "Your competitors are already doing this. If you're not, you're invisible."

Direct. No fluff. Consequence.

Passive Voice

AI tell: "SEO should be implemented by businesses to increase their visibility."

Human version: "You need to do SEO, or your competitors will own your search results."

Active. Accountable. Clear.

Repetitive Lists

AI tell:

• "Keyword research is important for SEO."
• "Content creation is important for rankings."
• "Link building is important for authority."

Human version:

• "Target keywords your audience actually searches for, not the ones you think they do."
• "Write for humans first, algorithms second. It's the only way content gets cited."
• "One good link from a relevant site beats 100 from spam directories."

Each item teaches something. No repetition.

Pro Tips: How to Get Even Better Results

Tip 1: Run the Prompt Twice for Longer Pieces

For articles over 3,000 words, run the prompt in two passes.

First pass: Edit the first half. Let it settle.

Second pass: Edit the second half.

Why? ChatGPT's context window is finite. A full rewrite of 5,000 words sometimes loses nuance. Two passes catch more.

Tip 2: Add a Tone Specification

If you have a specific brand voice, add it to the brief:

"This is for a brand that talks to technical founders. We're direct, no-nonsense, and we use short sentences. We avoid corporate jargon. We lead with outcomes, not theory."

The prompt will match that tone exactly.

Tip 3: Use It for Repurposing Content

This prompt is brutal on thin content. But it's also amazing for taking old, thin content and making it thick.

If you have a 500-word blog post that's ranking but not converting, run it through this prompt with a brief that says: "Expand this to 1,500 words. Add more specificity, examples, and actionable steps."

You'll get a piece that ranks better and converts better. Same URL. Same domain authority. Better content.

Tip 4: Combine It with Your SEO Brief

When you're generating content for SEO, you should be using The Busy Founder's Brief Template for AI-Generated Content — SEOABLE to structure your original brief. That gives ChatGPT better input.

Then use this editor prompt to clean up the output.

Brief → Generation → Editing → Publishing. Four steps. Done in an hour for a week's worth of content.

Tip 5: Keep a Swipe File of Good Edits

After you run this prompt a few times, you'll notice patterns in what ChatGPT changes.

Start a document. Copy the "before" and "after" of your favorite edits. Study them. You'll start writing better briefs naturally. You'll start generating better drafts. You'll need less editing.

The Workflow: From Raw AI to Publish-Ready in Under an Hour

Here's the exact workflow we use at Seoable to turn 100 AI-generated blog posts into publish-ready content:

Step 1: Generate in bulk (15 minutes) Use ChatGPT or Claude to generate 10-20 blog post drafts in one session. Use the same brief for all of them. Output: 10-20 rough drafts.

Step 2: Edit in batches (30 minutes) Run this editor prompt on 5-10 drafts at once. ChatGPT can handle multiple edits in one conversation. Output: 5-10 edited, human-sounding pieces.

Step 3: Manual review (10 minutes) Read them out loud. Catch hallucinations. Fix tone. Add links. Output: publish-ready content.

Step 4: Publish and track (5 minutes) Upload to your CMS. Set up tracking in Setting Up Google Analytics 4 for SEO Tracking from Day One — SEOABLE. Monitor clicks and citations.

Total time: one hour. Content: 10-20 pieces. Cost: $20 in API calls. Result: organic visibility that compounds.

Compare that to an agency: $5,000 per month, 30-day turnaround, content that still sounds like it was written by a committee.

Why This Matters for AI Engine Optimization

You're not just writing for Google anymore.

You're writing for ChatGPT, Perplexity, Gemini, and every AI search engine that's learning to cite sources.

AI systems are trained to recognize AI-generated content. They're also trained to recognize human-written content. And they prefer human-written content. It's more trustworthy. It's more specific. It's more likely to be cited.

When you remove AI tells, you're not just making your content better for humans. You're making it better for AI citations.

A piece of content that sounds human gets cited by ChatGPT. A piece that sounds like AI gets ignored.

This is AI Engine Optimization (AEO)—the practice of optimizing your content for AI search engines, not just Google.

And it starts with removing the tells.

If you want a deeper dive into AEO strategy, read From Day 0 to Cited: A 100-Day AEO Diary — SEOABLE. It's a real founder's diary of building organic visibility in an AI-first world.

Common Mistakes (And How to Avoid Them)

Mistake 1: Pasting the Prompt Without Context

What happens: ChatGPT rewrites the piece, but it loses your original intent.

Fix: Always include the brief. Always explain who the audience is and what the piece is supposed to do.

Mistake 2: Expecting Perfect Output on the First Run

What happens: You run the prompt once, get 80% there, then give up and publish it half-edited.

Fix: Expect to spend 5-10 minutes on manual review per piece. That's normal. That's the 10% that separates good content from great content.

Mistake 3: Over-Editing After the Prompt

What happens: You run the prompt, then rewrite the whole thing again because you're not happy with one sentence.

Fix: The prompt is good. Trust it. Only change things that are factually wrong or tonally off. Don't second-guess good writing.

Mistake 4: Using This on Already-Human Content

What happens: You run the prompt on a piece you or a human writer already wrote, and it makes it worse.

Fix: This prompt is for AI-generated content. If a human wrote it, just edit it manually. It's faster.

Mistake 5: Not Linking to Internal Resources

What happens: You publish great content, but you don't link to your other content or your product.

Fix: After the prompt finishes, add internal links. If you're writing about SEO audits, link to Free check-up — is your brand visible on ChatGPT and Google? | SEOABLE. If you're writing about founder SEO, link to From Busy to Cited: A Founder's Roadmap From Day 0 to Day 100 — SEOABLE. This compounds your organic visibility.

Scaling This: The Real Founder Move

Once you've mastered this prompt, you can scale it.

Here's what we do at Seoable:

Week 1: Generate 20 blog post drafts using ChatGPT and a solid brief.

Week 2: Edit all 20 using this prompt. Spend 2-3 hours total.

Week 3: Publish all 20. Set up tracking.

Week 4: Analyze which pieces are getting clicks and citations. Double down on those topics.

In 30 days, you have a month's worth of SEO content that's actually human-sounding, actually getting cited, and actually driving visibility.

No agency. No $5,000/month retainer. No 30-day wait.

Just the right prompt, 30 minutes of editing per week, and compounding organic visibility.

If you want to understand the full AI stack for this, read The Busy Founder's AI Stack for SEO: Three Tools, Zero Bloat — SEOABLE. It walks you through ChatGPT, Claude, and the other tools you actually need. No bloat.

The Deeper Play: From Edited Content to Ranked Content

Removing AI tells gets you 50% of the way there.

The other 50% is:

1. Targeting the right keywords. Your content needs to be optimized for keywords your audience actually searches for. That's a keyword roadmap, not guesswork.

2. Getting cited by AI. Your content needs to be discoverable by ChatGPT, Perplexity, and other AI systems. That's AI Engine Optimization, and it starts with Bing Webmaster Tools Setup: The 10% Traffic Most Founders Miss — SEOABLE.

3. Getting indexed fast. Google needs to find your content. That means Verifying Your Domain in Google Search Console: Every Method Explained — SEOABLE and monitoring How to Check If Google Has Indexed Your Page in 30 Seconds — SEOABLE.

4. Tracking what works. You need to know which pieces are driving clicks and citations. That's Setting Up Google Analytics 4 for SEO Tracking from Day One — SEOABLE.

This prompt handles the editing. But to actually rank and get cited, you need the full system.

That's what From Busy to Cited: A Founder's Roadmap From Day 0 to Day 100 — SEOABLE walks you through. It's a 100-day plan to go from zero organic visibility to being cited by AI search engines.

Summary: The Exact Next Step

Here's what to do right now:

1. Copy the prompt. It's in Step 2. Paste it into ChatGPT 5.5.

2. Find a draft. Grab one of your AI-generated blog posts. The one that feels most robotic.

3. Add the brief. Write a one-sentence summary of what the piece is supposed to do.

4. Run it. Paste the prompt, brief, and draft. Hit enter.

5. Review manually. Spend 5 minutes reading the output. Fix any hallucinations or tone issues.

6. Add internal links. Link to relevant pages on your site. If you're writing about founder SEO, link to Onboarding Yourself to SEO: A Self-Paced Founder Track — SEOABLE.

7. Publish. Upload to your CMS. Monitor clicks.

That's it. One piece. One hour. Human-sounding content that gets cited.

Do that 20 times, and you have a month of content. Do that for a quarter, and you have organic visibility that compounds.

The prompt works. The system works. The only thing stopping you is shipping.

So ship.