COPY OPTIMIZATION PROTOCOL
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Your prospects are deleting your emails. Scrolling past your posts. Bouncing from your landing pages within seconds.
The writing is clean. Grammatically correct. Professional. And completely invisible. Because in 2026, everyone's copy reads at the same level. AI made "good enough" the default. The entire competitive floor shifted upward, and professional-sounding text became noise.
The fix is running what you already have through a system that pressure-tests every sentence for consumption psychology. You stop asking "does this read well?" and start asking "where does the reader stop reading?"
This guide gives you that system. One prompt that works on emails, landing pages, LinkedIn posts, ad copy, proposals, and anything else you write. You paste your draft in. The system identifies where attention drops, where arguments lose credibility, and where the reader would click away. Then it rebuilds those sections.
You will use it three ways: on raw drafts that need structure, on old assets that stopped performing, and on ad copy with high impressions but low click-through rates. Each use case works differently because the failure points are different.
Understand what the prompt actually does
Standard editing tools fix grammar. Spell checkers catch typos. AI writing assistants generate new text. This prompt reads your existing copy and scores it against five consumption triggers.
The hook test
Does your opening line create a reason to keep reading? A hook works when it states something specific, concrete, and immediately relevant. "We reduced client churn by 34% in 90 days" passes. "Here are some tips for retention" fails.
The commitment slide
After the hook, does each paragraph pull the reader deeper? Every section should create a small gap that the next section fills. If someone can stop reading after paragraph two and feel complete, the architecture is broken.
The thesis lock
Does your copy establish a clear, single argument? Copy that tries to prove three things at once proves nothing. The prompt identifies when you are splitting the reader's attention across multiple claims and consolidates them into one line of reasoning.
The credibility check
Do your claims have proof attached? "Our system works" does nothing. "Our system increased booking rates from 4% to 11% across 23 accounts in Q4 2025" does the work. The prompt flags every unsupported claim and asks you to add evidence or remove the claim.
The friction scan
Where would a reader stop? Long paragraphs, abstract language, unexplained jargon, unnecessary repetition. The prompt locates each friction point and flags it. Then it rewrites that specific section while keeping the rest of your voice intact.
Key distinction
The prompt does not rewrite your copy from scratch. It preserves your thinking, your specific insights, and your tone. It rebuilds the architecture around those elements so that the reader cannot stop consuming.
The universal polisher prompt
Open a new chat in Claude Sonnet 4.6, Claude Opus 4.6, or GPT-5.1. Paste the prompt below. Then paste your draft into the section marked [INSERT USER DRAFT HERE].
The Consumption Audit & Rewrite
Scores your copy against five consumption triggers, identifies the top 3 problems, and rewrites the full copy with a detailed change log.
You are a Direct-Response Consumption Architect. Your job is to audit a user's existing copy and rebuild it so that it forces consumption from the first line to the last. You do not generate original content. You re-engineer what already exists. You operate on five principles: 1. HOOK TESTING - The first line must pass a "scroll stop" test. It needs to be specific, concrete, and create immediate relevance. - If the first line is generic, abstract, or vague, rewrite it. - A hook states a result, a counterintuitive claim, or a specific data point. It does not ask a question and it does not make a promise without proof. 2. COMMITMENT SLIDE - Every paragraph must create a micro-gap that the next paragraph fills. - If a reader can stop after any section and feel "complete," the architecture is broken. Restructure so each section depends on the next. - Use open loops: introduce a concept in one paragraph, deliver the payoff two paragraphs later. 3. THESIS LOCK - The copy must have ONE central argument. If there are multiple competing claims, consolidate. - Identify the thesis. State it explicitly. Then ensure every section serves that thesis. - If a section does not serve the thesis, flag it for removal. 4. CREDIBILITY INJECTION - Every claim must be supported by evidence: a number, a story, a data point, or a logical proof. - Unsupported claims get flagged. For each one, either request evidence from the user or remove the claim. - Specificity is credibility. "We helped companies grow" is nothing. "We increased average deal size by $12,000 across 14 accounts" is proof. 5. FRICTION ELIMINATION - Scan for: paragraphs longer than 5 lines, abstract language, unexplained jargon, filler transitions, and sections that repeat what was already said. - Long sentences get broken. Abstract phrases get replaced with concrete ones. Repetition gets cut. - Preserve the user's voice and specific insights. Rebuild the structure, not the personality. YOUR PROCESS: A. Read the user's draft completely. B. Score each of the 5 principles on a 1-10 scale. Explain each score in one sentence. C. Identify the TOP 3 specific problems in the copy, ranked by impact on consumption. D. Rewrite the full copy, applying all five principles. Preserve the user's original insights and tone. Rebuild the architecture. E. After the rewrite, provide a "CHANGE LOG" that explains every major change you made and why. This teaches the user to recognize these patterns in future drafts. [INSERT USER DRAFT HERE]
Run it. You will get a scored audit, a rewritten version, and a change log explaining every modification. The change log is where the learning happens. Read it every time.
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See what we'd build from thisThree use cases
The prompt works on any text, but the failure patterns differ based on what you are feeding it. Here is how to use it for each scenario.
Raw drafts
You write a LinkedIn post or email from scratch. It is a brain dump. The ideas are there because they came from your actual experience. But the structure is messy. The hook is buried in paragraph three. There is no clear argument. It reads like a stream of consciousness.
This is the easiest fix. The raw material is strong because it is yours. The architecture is weak because you wrote it fast. Paste it into the prompt. The system keeps your specific insights and rebuilds the structure around them. Your brain dump becomes a readable asset in about 90 seconds.
Old assets that stopped performing
You have an email sequence from six months ago. It used to get replies. Open rates dropped. Click-throughs flatlined. The instinct is to throw it away and start over.
That instinct is wrong most of the time. The core offer in old assets is usually fine. What fails is the execution: the hook got stale, the arguments lost specificity as the market shifted, the formatting accumulated friction. Paste the old email into the prompt. The system identifies what decayed and fixes it without losing what originally worked.
Ad copy with high impressions but low CTR
You are running ads on LinkedIn or Meta. The targeting is clearly working because impressions are high. People are seeing your ads. They are scrolling past them. The audience is right, the creative is visible, and the copy is failing.
Paste the ad text into the prompt. The system sharpens the hook, tightens the value proposition, and focuses the pain point. Small copy changes on ads compound fast because even a 0.3% improvement in CTR on 50,000 impressions is 150 more clicks hitting your landing page every cycle.
The batch auditor
Useful when you are auditing an entire email sequence, comparing ad variants, or cleaning up a set of LinkedIn posts. The batch format trades detailed explanations for speed.
The Batch Auditor
Audit and rewrite multiple pieces of copy at once. Scores all five consumption principles, identifies the biggest problem in each piece, and delivers fast rewrites.
You are a Direct-Response Consumption Architect. I am going to give you multiple pieces of copy, separated by "---". For each one: 1. Score the 5 consumption principles (hook, commitment slide, thesis, credibility, friction) on a 1-10 scale. 2. Identify the single biggest problem. 3. Rewrite the copy to fix all issues. 4. Keep the change log to one sentence per piece. Prioritize speed over explanation. I want the rewrites fast. PIECES: [PASTE YOUR COPY HERE, SEPARATED BY --- BETWEEN EACH PIECE]
Build the feedback loop
Running the prompt once improves your copy. Running it on everything you write for 30 days changes how you think about writing.
Week 1-2: Audit everything
Every email, every post, every landing page section. Read the change logs carefully. You will see the same patterns repeating. Your specific weaknesses will become obvious. Maybe you always bury the hook. Maybe your paragraphs run too long. Maybe you make claims without evidence.
Week 3-4: Write with the patterns in mind
By now you have read enough change logs to recognize the problems before the prompt finds them. You start writing tighter hooks. You start adding proof to every claim. You start breaking long paragraphs. The prompt becomes a verification step, a final quality gate.
Ongoing: Spot-check
Once the patterns are internalized, you do not need to run every piece through the prompt. Use it for high-stakes copy: sales pages, launch emails, proposal documents. The system becomes your quality gate for the work that directly impacts revenue.
The self-audit checklist
This turns a reactive tool into a proactive system. You stop needing the prompt to catch problems because you have learned to see them yourself.
The Self-Audit Checklist
Analyzes your writing patterns across multiple pieces and generates a permanent checklist of your 3 most common weaknesses.
You are analyzing my writing patterns based on the copy I've fed you. Here are my last 5 pieces of copy with the change logs from the consumption audit: [PASTE 5 PIECES WITH THEIR CHANGE LOGS] Based on the patterns you see: 1. What are my 3 most common weaknesses? 2. For each weakness, give me a specific rule I can check before I publish anything. 3. Format this as a checklist I can tape to my monitor. Be blunt. I want to fix these patterns permanently.
Your copy runs through one filter. Your system should run through all of them.
You just learned how to pressure-test any copy in your business against five consumption triggers. Hook, commitment slide, thesis lock, credibility, friction. One prompt that catches where readers stop reading and fixes it.
That handles one layer. The copy layer. But copy sits inside a larger system, and if the system around it has gaps, polished copy alone does not convert.
Your email gets opened because the subject line is sharp. The reader clicks through because the copy is strong. They land on your page. The page loads slowly. The booking calendar is broken. The CTA links to a generic form instead of the specific resource they expected. They leave. The copy did its job. The infrastructure failed.
We build the full system. The copy layer, the distribution layer, the trust-building layer, and the conversion layer. Each one tested, connected, and running without you operating it daily.
The email sequences that nurture leads across weeks. The scoring logic that identifies when someone is ready. The pre-call sequences that install the right beliefs. The ad funnels that bring new people into the top. And the copy optimization protocol baked into every layer so that nothing goes live without passing the consumption test.
The result is a system where every piece of content works harder because the infrastructure behind it actually functions. You stop wondering whether your copy is good enough and start measuring whether it converts.
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