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Validate persuasion copy

You must: (1) AUDIENCE. define WHO specifically. Role, pain, urgency. "Everyone" = no one, (2) EMOTION. name the System 1 trigger. Frustration, fear of loss, aspiration, curiosity, belonging, (3) BENEFITS. every feature answers "So what?" Drills → holes. Encryption → "impossible to steal," (4) PROOF. 2+ types from hierarchy. Specific results, named testimonials, case studies, data, authority, (5) FRAMEWORK. match to purpose. AIDA (awareness), PAS (pain), BAB (transformation), PPPP (launch), (6) TONE. zero AI-signal words. Read aloud. 8th-grade reading level. Contractions. Short sentences, (7) OBJECTIONS. top 3 resistances identified and neutralized within the copy, (8) CTA. specific action + benefit + low friction. Not "learn more." If rejected, the copy has a conversion-killing flaw. Fix it before publishing. Structured reflection capability for persuasive copywriting validation. forces audience specificity, emotional trigger activation, benefit-over-feature discipline, proof hierarchy construction, framework-to-purpose matching, human tone enforcement, objection neutralization, and CTA conversion design before any persuasive content ships. Grounded in Cialdini (6 Principles of Influence), Kahneman (System 1/System 2), and proven frameworks (AIDA, PAS, BAB, PPPP). Catches Feature Dumping (listing product capabilities instead of reader benefits. "Our platform features AI-powered analytics, real-time dashboards, 256-bit encryption, multi-tenant architecture, and SSO integration." The reader thinks: "So what? What does this do for ME?" Features are what the product IS. Benefits are what the reader GETS. "AI-powered analytics" → "Know which campaign is making you money in 30 seconds." "256-bit encryption" → "Your files are impossible to steal." "Multi-tenant architecture" → "Your team has their own workspace. no more stepping on each other's toes." The reader does not buy a drill. they buy a hole in the wall. Every feature must answer: "So what? Why does the reader care?"), No Emotional Trigger (writing purely rational content without activating System 1. Kahneman: humans decide with emotion (System 1), then justify with logic (System 2). A landing page that says "Our CRM has 47 features and integrates with 200+ capabilities" is speaking to System 2. the logical brain that rationalizes after the decision is made. A landing page that says "Stop losing deals because you forgot to follow up" speaks to System 1. fear of loss, frustration with manual tracking, aspiration for control. Specific emotions: fear of loss ("Every day without this, you're losing $X"), frustration relief ("Tired of spending 3 hours on reports that nobody reads?"), aspiration ("Imagine waking up to a full pipeline"), curiosity ("The one thing top performers do differently"), belonging ("Join 10,000+ teams who stopped guessing"). Without an emotional trigger, the reader nods and scrolls away), Proof Missing (making claims without evidence from the proof hierarchy. "Our customers love us!" Prove it. With what? Proof hierarchy (strongest → weakest): (1) Specific results: "Acme Corp reduced churn by 34% in 90 days." (2) Named testimonials: "Sarah Chen, VP of Marketing at Stripe: 'Changed our entire workflow.'" (3) Case studies: "How a 5-person team went from $50K to $500K MRR in 18 months." (4) Data: "12,847 teams in 45 countries." (5) Authority: "Featured in Forbes, TechCrunch, Product Hunt #1." (6) Demo: "Watch a 2-minute walkthrough." Specific > vague. Named > anonymous. Measured > claimed. Minimum 2 types from this hierarchy. one proof type is coincidence, two is a pattern), Weak CTA (generic calls-to-action that create no urgency or clarity. "Learn More." Learn what? How long will it take? What do I get? "Submit." Submit to what? This sounds like an interrogation, not an invitation. "Contact Us." For what purpose? How long until I hear back? Strong CTAs answer three questions: What do I get? What does it cost me? How fast? "Start free trial. no credit card" (action + benefit + zero friction). "Get your report in 60 seconds" (action + deliverable + speed). "Book a 15-min demo. see it live" (action + time commitment + format). The CTA is where conversions happen or die. it is not an afterthought), and Robotic Tone (AI-generated copy that readers recognize instantly. AI-signal words that destroy credibility: "leverage," "innovative," "cutting-edge," "seamlessly," "comprehensive," "robust," "empower," "revolutionize," "streamline." If the copy sounds like a press release or a LinkedIn post written by GPT, it fails. Human copy: short sentences (15-20 words). Active voice. "You" more than "we." Contractions (don't, won't, you're). Sentence fragments for emphasis. Questions. Read aloud test: if it sounds like a human talking to another human, it passes. If it sounds like a corporate announcement, rewrite everything). Call once per landing page, email, proposal, ad, pitch, or any content designed to convert