name: kdp-listing-optimizer description: Optimize Amazon KDP book listings for maximum conversion and discoverability. Use when creating or improving book titles, subtitles, descriptions, backend keywords, A+ content, author bios, or any Amazon product listing element. Triggers on requests to write book descriptions, optimize Amazon listings, improve book metadata, or enhance KDP product pages.

KDP Listing Optimizer

Create high-converting Amazon book listings using proven copywriting frameworks.

Listing Anatomy & Character Limits

Title Optimization Formula

Structure: [Primary Keyword]: [Promise/Benefit] - [Differentiator]

Examples:

❌ Weak: "My Book About Marketing"
✅ Strong: "Digital Marketing Mastery: The Step-by-Step System to Generate Leads and Sales Online - Even If You're Starting From Zero"

Title Checklist:

• Primary keyword in first 5 words
• Clear benefit or outcome
• Specific (numbers, timeframes, audiences)
• Under 80 characters for mobile display

Description Framework: PASTOR

Write descriptions using the PASTOR formula:

P - Problem

Open with the reader's pain point. Use "you" language.

Example:
"You've tried every diet, read every book, and still can't lose those last 20 pounds. The frustration of watching the scale refuse to budge—despite doing everything 'right'—is exhausting."

A - Amplify

Make the problem feel urgent. What happens if unsolved?

Example:
"Every year that passes makes it harder. Your metabolism slows. Your energy drops. And that dream of feeling confident in your own skin fades further away."

S - Story/Solution

Introduce yourself and your solution.

Example:
"After 15 years as a registered dietitian and helping 10,000+ clients, I discovered something surprising: the problem isn't willpower—it's your approach."

T - Transformation

Paint the picture of success. What will life look like?

Example:
"Imagine waking up energized. Fitting into clothes you haven't worn in years. Having people ask what your secret is."

O - Offer

Explain what's in the book. Use bullet points.

Example:
"Inside this book, you'll discover:
• The 3 metabolism myths keeping you stuck (and what to do instead)
• My proven 4-week reset protocol used by 10,000+ clients
• 50+ recipes that taste amazing AND burn fat
• The exact meal timing strategy that maximizes results"

R - Response

Clear call-to-action.

Example:
"Scroll up and click 'Buy Now' to start your transformation today. Your future self will thank you."

HTML Formatting for Descriptions

Amazon allows limited HTML in descriptions:

<h2>Section Header</h2>
<p>Paragraph text goes here.</p>
<b>Bold text</b>
<i>Italic text</i>
<br> Line break
<ul><li>Bullet point</li></ul>

Optimal Description Structure:

<h2>Are You Tired of [PROBLEM]?</h2>
<p>[Problem paragraph - 2-3 sentences]</p>

<h2>What If There Was a Better Way?</h2>
<p>[Solution intro - 2-3 sentences]</p>

<h2>Inside This Book, You'll Discover:</h2>
<ul>
<li><b>[Benefit 1]</b> - [Brief explanation]</li>
<li><b>[Benefit 2]</b> - [Brief explanation]</li>
<li><b>[Benefit 3]</b> - [Brief explanation]</li>
<li><b>[Benefit 4]</b> - [Brief explanation]</li>
<li><b>[Benefit 5]</b> - [Brief explanation]</li>
</ul>

<h2>Who Is This Book For?</h2>
<p>[Target audience description]</p>

<h2>About the Author</h2>
<p>[Brief credibility statement]</p>

<p><b>Ready to [TRANSFORMATION]?</b></p>
<p>Scroll up and click "Buy Now" to get started today!</p>

Backend Keyword Strategy

The 7-Keyword Framework

Amazon allows 7 keyword phrases (50 chars each). Optimize each slot:

Keyword Rules

✅ DO:

• Use all 350 characters (7 × 50)
• Separate phrases with spaces
• Include misspellings people search
• Use singular and plural forms

❌ DON'T:

• Repeat title/subtitle words
• Use competitor brand names
• Include "book," "kindle," "ebook"
• Use quotation marks or punctuation

A+ Content Modules

If Brand Registered, create A+ Content with 5-7 modules:

Recommended Module Order

1. Hero Banner - Book cover + tagline
2. About the Author - Photo + credibility
3. What You'll Learn - 3-5 key takeaways
4. Book Preview - Table of contents or chapter preview
5. Testimonials - 2-3 reader quotes
6. Comparison Chart - Your book vs. alternatives
7. CTA Banner - Final push to purchase

A+ Content Specs

Conversion Rate Optimization

Above-the-Fold Checklist

First 300 characters of description = highest impact

• Hook in first sentence
• Specific number or stat
• Clear target audience
• Immediate benefit promise

Social Proof Elements

Quick Reference: High-Converting Listing

TITLE (80 chars ideal):
[Keyword]: [Specific Promise] for [Audience]

SUBTITLE (80 chars ideal):
The [Framework/System] to [Outcome] in [Timeframe]

DESCRIPTION (2,500-3,500 chars optimal):
├── Hook (problem) - 150 chars
├── Amplify pain - 200 chars
├── Solution intro - 200 chars
├── "What you'll learn" bullets - 800 chars
├── Target audience - 200 chars
├── Author credibility - 200 chars
└── CTA - 100 chars

KEYWORDS (7 × 50 chars):
Slot 1: [topic] [audience] [format]
Slot 2: [problem] [pain point]
Slot 3: [solution] [outcome]
Slot 4: [comparison] [alternative]
Slot 5: [format] [style] [approach]
Slot 6: [demographic] [role]
Slot 7: [related] [adjacent topics]

Scripts

• Keyword analyzer: See scripts/keyword_analyzer.py
• Description validator: See scripts/description_validator.py