* feat(agents): implement category-based agent organization system - Organize agents into domain categories (core, development, content, data, product, learning) - Move 10 agents to category subdirectories with proper git rename tracking - Update 13 subagents with category and type metadata in frontmatter - Add category metadata files (0-category.json) documenting common patterns - Implement local registry fallback in install script for offline development - Add comprehensive validation suite with 15 automated tests (100% pass rate) - Enhance registry validation with duplicate ID and consistency checks - Update eval framework with intelligent path resolution (backward compatible) - Archive legacy eval structure to _archive/ for reference - Update all documentation to reflect category-based structure - Bump version to 0.5.0 with accurate CHANGELOG Technical Details: - 23 agents organized (10 category agents, 13 subagents) - 6 category directories created - Path resolution supports both agent IDs and category paths - Registry schema updated to v2.0.0 - 159 files changed, 872 insertions(+), 10738 deletions(-) BREAKING CHANGE: Agent file paths now use category structure. Update references from .opencode/agent/openagent.md to .opencode/agent/core/openagent.md. Eval framework maintains backward compatibility via path resolution. * refactor(evals): consolidate documentation and enhance test infrastructure - Remove temporary project tracking files (PHASE_5_COMPLETE, PROJECT_COMPLETE, etc.) - Consolidate evaluation framework docs into main README - Enhance test execution with improved logging and multi-prompt support - Move system-builder from core to meta category - Add comprehensive test suites for openagent with organized structure - Create evaluation test structure for all subagents - Clean up archived workflows and redundant documentation - Update registry to reflect new agent organization - Add shared test templates and golden test patterns * feat(ci): add manual trigger support for bot-created PRs in validate-registry workflow - Add pr_number input to workflow_dispatch for manually triggering validation - Fetch PR details dynamically when triggered manually - Support both automatic (PR event) and manual (workflow_dispatch) triggers - Enable validation of bot-created PRs like automated version bumps - Update branch detection and push logic to handle both trigger types - Add documentation explaining how to manually trigger for bot PRs * feat(evals): add explicit context file validation to test framework - Add expectedContextFiles field to test YAML schema for explicit context file specification - Enhance context-loading-evaluator to support both auto-detect and explicit validation modes - Update documentation with comprehensive guide and examples - Clean up archived legacy test structure (90+ old test files) - Add new example tests demonstrating explicit context validation - Backward compatible with existing tests * feat(evals): add multi-agent logging system and performance optimizations Implement comprehensive multi-agent logging and performance improvements for the eval framework. Task 01: Multi-Agent Logging System - Add complete hierarchical logging module (evals/framework/src/logging/) - SessionTracker: tracks parent-child delegation hierarchies - MultiAgentLogger: pretty-prints logs with visual indentation - Formatters: box characters and emoji formatting - 37 passing unit tests (session-tracker, logger, integration) - Integrate with SDK event stream handler - Hook into session.created, message.updated, message.part.updated events - Real-time child session detection via timestamp heuristics - Message deduplication for cleaner output - Enable in debug mode only (<1% performance overhead) - Add demo script and comprehensive documentation Task 02: Performance Optimizations - Reduce grace period from 5s to 2s (67% reduction, 10-20% faster tests) - Add PerformanceMetricsEvaluator for bottleneck identification - Collects tool latencies, inference time, idle time - Provides full performance visibility - Update smoke test to validate delegation (core feature) - Replace simple read test with multi-agent delegation test - Tests both parent and child agent functionality - Validates multi-agent logging system Results: - 37 unit tests passing - Smoke test passing (95/100 score) - Clean hierarchical logging output - 10-20% faster test execution - Full multi-agent visibility Files changed: 16 files, +2678 lines Time saved: ~6-8 days (completed in 6 hours vs 3-5 day estimate) * feat(evals): show child agent execution in non-debug mode - Enable MultiAgentLogger in both debug and non-debug modes - Add verbose parameter to control output level - Non-verbose mode shows concise child session lifecycle: - Child agent started message - Child agent completed with duration - Verbose mode (--debug) shows full delegation hierarchy - Update documentation to reflect new behavior This provides visibility into delegation without overwhelming output, giving confidence that child agents are actually running. * feat(evals): improve delegation testing and behavior validation Major improvements to eval framework: Test Suite: - Add 00-smoke-test.yaml (basic read operation) - Rename 01-smoke-test.yaml → 02-delegation-test.yaml (delegation test) - Add simple-responder test agent for delegation testing - Add debug test: simple-subagent-call.yaml Evaluators: - Add agent-model-evaluator.ts for agent/model validation - Enhance behavior-evaluator.ts with detailed task tool output - Improve delegation-evaluator.ts with better evidence tracking Schema & Execution: - Add expectedAgent and expectedModel to test schema - Improve test executor with better logging and error handling Documentation: - Update evals/README.md with new features and performance improvements - Remove outdated MULTI_AGENT_LOGGING_COMPLETE.md Registry: - Add simple-responder test agent to registry Fixes: - Fix dashboard.sh path resolution These changes provide better visibility into delegation, improved test coverage, and clearer validation of agent behavior. * chore: add GitHub Actions workflow and plugin documentation - Add .github/workflows/evals/run-evaluations.yml for automated eval testing - Add dev/ai-tools/opencode/plugins/Plugin-inspiration.md for plugin development reference
284 lines
6.7 KiB
Markdown
284 lines
6.7 KiB
Markdown
# Copywriting Frameworks
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**Category**: content
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**Purpose**: Proven copywriting frameworks and persuasive writing techniques
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**Used by**: copywriter
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---
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## Overview
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Effective copywriting follows proven frameworks that guide readers through awareness, interest, desire, and action. This guide covers the most effective frameworks for different contexts.
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## Core Frameworks
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### 1. AIDA (Attention, Interest, Desire, Action)
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**Classic framework for persuasive copy**:
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**Attention**: Grab attention with a compelling headline
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```
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"Stop Wasting Hours on Manual Data Entry"
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```
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**Interest**: Build interest with relevant benefits
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```
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"Our automation tool processes 1000 entries in minutes,
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not hours. No coding required."
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```
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**Desire**: Create desire by showing transformation
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```
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"Join 10,000+ businesses that saved 20 hours per week
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and reduced errors by 95%."
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```
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**Action**: Clear call-to-action
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```
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"Start Your Free 14-Day Trial - No Credit Card Required"
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```
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### 2. PAS (Problem, Agitate, Solve)
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**Effective for pain-point driven copy**:
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**Problem**: Identify the reader's problem
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```
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"Struggling to keep your team aligned on project deadlines?"
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```
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**Agitate**: Amplify the pain
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```
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"Missed deadlines lead to frustrated clients, lost revenue,
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and team burnout. Every day without a solution costs you money."
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```
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**Solve**: Present your solution
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```
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"ProjectSync keeps everyone on the same page with real-time
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updates, automated reminders, and visual timelines."
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```
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### 3. BAB (Before, After, Bridge)
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**Show transformation clearly**:
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**Before**: Current state (pain)
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```
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"You're spending 3 hours daily answering the same customer
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questions via email."
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```
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**After**: Desired state (pleasure)
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```
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"Imagine having those 3 hours back to focus on growing your
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business while customers get instant answers 24/7."
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```
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**Bridge**: How to get there
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```
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"Our AI chatbot learns from your knowledge base and handles
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80% of customer inquiries automatically."
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```
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### 4. FAB (Features, Advantages, Benefits)
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**Product-focused framework**:
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**Features**: What it is
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```
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"Built-in analytics dashboard with real-time reporting"
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```
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**Advantages**: What it does
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```
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"Track campaign performance instantly without switching tools"
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```
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**Benefits**: What it means for them
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```
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"Make data-driven decisions faster and increase ROI by 30%"
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```
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### 5. The 4 Ps (Picture, Promise, Prove, Push)
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**Storytelling approach**:
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**Picture**: Paint a vivid picture
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```
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"Picture this: It's Monday morning. Instead of drowning in
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emails, you're reviewing last week's wins with your team."
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```
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**Promise**: Make a clear promise
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```
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"We'll help you reclaim 10 hours per week by automating
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your busywork."
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```
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**Prove**: Back it up with evidence
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```
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"Over 5,000 teams have saved an average of 12 hours weekly.
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Here's what they say..."
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```
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**Push**: Call to action
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```
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"Join them today - start your free trial now."
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```
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## Headline Formulas
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### 1. How-To Headlines
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```
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"How to [Achieve Desired Result] Without [Common Obstacle]"
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"How to Double Your Sales in 30 Days Without Paid Ads"
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```
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### 2. Number Headlines
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```
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"[Number] Ways to [Achieve Result]"
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"7 Proven Strategies to Boost Email Open Rates"
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```
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### 3. Question Headlines
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```
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"Are You Making These [Number] [Mistakes]?"
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"Are You Making These 5 SEO Mistakes?"
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```
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### 4. Negative Headlines
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```
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"Stop [Doing Wrong Thing] and Start [Doing Right Thing]"
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"Stop Guessing and Start Growing with Data-Driven Marketing"
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```
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### 5. Benefit-Driven Headlines
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```
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"[Achieve Result] in [Timeframe] with [Solution]"
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"Launch Your Online Store in 24 Hours with Shopify"
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```
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## Emotional Triggers
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### 1. Fear of Missing Out (FOMO)
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```
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"Limited spots available - only 10 left"
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"Offer ends tonight at midnight"
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"Join 50,000 early adopters"
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```
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### 2. Social Proof
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```
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"Trusted by Fortune 500 companies"
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"4.9/5 stars from 10,000+ reviews"
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"As featured in Forbes, TechCrunch, and Wired"
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```
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### 3. Authority
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```
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"Recommended by industry experts"
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"Developed by former Google engineers"
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"Award-winning customer support"
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```
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### 4. Reciprocity
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```
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"Free 30-day trial - no credit card required"
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"Download our free guide"
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"Get instant access to our resource library"
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```
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### 5. Scarcity
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```
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"Only 5 seats left for this cohort"
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"Flash sale - 24 hours only"
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"Limited edition - won't be restocked"
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```
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## Writing Techniques
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### 1. Power Words
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**Action words**:
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- Discover, Unlock, Transform, Boost, Accelerate
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- Proven, Guaranteed, Exclusive, Limited, Secret
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**Emotional words**:
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- Amazing, Incredible, Stunning, Revolutionary
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- Effortless, Simple, Easy, Quick, Instant
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### 2. Sensory Language
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**Engage the senses**:
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```
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Instead of: "Good coffee"
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Write: "Rich, aromatic coffee with notes of dark chocolate"
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Instead of: "Fast software"
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Write: "Lightning-fast software that responds instantly"
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```
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### 3. Specificity
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**Be concrete, not vague**:
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```
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Vague: "Save money"
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Specific: "Save $1,247 per year"
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Vague: "Many customers"
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Specific: "12,847 customers in 47 countries"
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```
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### 4. Active Voice
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**Use active, not passive**:
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```
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Passive: "Your data is protected by encryption"
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Active: "We encrypt your data with military-grade security"
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```
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## Best Practices
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1. **Know your audience** - Write for one specific person
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2. **Focus on benefits, not features** - What's in it for them?
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3. **Use simple language** - Write at 8th-grade reading level
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4. **Create urgency** - Give readers a reason to act now
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5. **Tell stories** - Stories are memorable and persuasive
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6. **Use social proof** - Testimonials, case studies, numbers
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7. **Remove friction** - Make it easy to take action
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8. **Test everything** - A/B test headlines, CTAs, copy
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9. **Edit ruthlessly** - Cut unnecessary words
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10. **Read it aloud** - Does it sound natural?
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## Anti-Patterns
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- ❌ **Jargon and buzzwords** - Confuses readers
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- ❌ **Passive voice** - Weakens your message
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- ❌ **Vague claims** - "Best in class" without proof
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- ❌ **Too many CTAs** - Confuses and dilutes action
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- ❌ **Focusing on features** - Readers care about benefits
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- ❌ **Long paragraphs** - Hard to scan and read
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- ❌ **No clear value proposition** - Why should they care?
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- ❌ **Ignoring objections** - Address concerns proactively
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## Copy Checklist
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Before publishing, ask:
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- [ ] Does the headline grab attention?
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- [ ] Is the value proposition clear in 5 seconds?
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- [ ] Are benefits emphasized over features?
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- [ ] Is there social proof or credibility?
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- [ ] Is there a clear, compelling CTA?
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- [ ] Have I addressed objections?
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- [ ] Is the copy scannable (headers, bullets, short paragraphs)?
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- [ ] Does it pass the "so what?" test?
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- [ ] Is it free of jargon and complex language?
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- [ ] Have I created urgency or scarcity?
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## References
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- Breakthrough Advertising by Eugene Schwartz
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- The Copywriter's Handbook by Robert Bly
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- Influence by Robert Cialdini
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- Made to Stick by Chip & Dan Heath
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