TURN HATE INTO BEST SELLERS
HOW TO USE THE PROMPT
The Hate Into Best Sellers prompt analyzes negative Amazon reviews to uncover what readers dislike about existing books, what they expected to receive, and what a new book could do better.
It separates useful criticism from angry, irrelevant, or unreasonable complaints. It then looks for repeated weaknesses, missing information, underserved readers, and opportunities to create a book that is more useful and more clearly differentiated from the competition.
COMPLETE ALL THREE INPUTS BEFORE RUNNING THE PROMPT
The prompt requires three pieces of information from you.
You must replace every bracketed placeholder in the User Information section before submitting the prompt to an AI.
Do not leave any of the three sections blank. The AI needs all three to understand the market being studied, the type of book you want to create, and the reader feedback it should analyze.
CHOOSING THE REVIEWS
On Amazon, filter the customer reviews to show 1-star, 2-star, and 3-star ratings.
Two-star and three-star reviews often provide the most useful feedback. These reviewers are more likely to explain what they liked, what disappointed them, and what the author could have done differently.
One-star reviews can also be valuable, but many are short, angry, vague, or unrelated to the book’s content.
You may collect reviews from several different books. Reviews from multiple competing books can reveal problems that affect the entire category rather than weaknesses found in only one title.
However, all the reviewed books should cover the same topic or a very closely related topic. Combining reviews from unrelated subjects will produce mixed feedback and weaker book recommendations.
Copy the complete review whenever possible. Include the book title, star rating, review headline, and full review text.
REQUIRED USER INFORMATION
1. TOPIC OF THE REVIEWED BOOKS
Enter the shared topic of the Amazon books the reviews were taken from.
This tells the AI what market it is analyzing and helps it interpret the complaints correctly.
Keep this description focused. Do not list several unrelated topics.
Examples:
- Natural ways to manage autoimmune disease
- Decluttering for older adults
- Weight loss after menopause
- Self-publishing books on Amazon
- Starting a freelance writing business
- Managing anxiety without medication
👉 Here’s the part of the prompt where you’ll add this info
User response:
[INSERT TOPIC OF REVIEWED BOOKS]
2. TOPIC OF THE BOOK TO CREATE
Enter the topic of the new book you want the AI to develop.
This tells the AI how it should use the review findings. The new book topic should be the same as the reviewed books or very closely related.
For example:
- If the reviews come from books about decluttering for older adults, the new book might also cover decluttering for older adults.
- It could also focus on a closely related angle, such as helping adult children declutter a parent’s home.
- It should not switch to an unrelated subject, such as investing or dog training.
You do not need to provide a title, subtitle, outline, or complete book idea. A clear topic is enough.
👉 Here’s the part of the prompt where you’ll add this info
User response:
[INSERT TOPIC OF NEW BOOK]
3. AMAZON REVIEWS
Paste the bad Amazon reviews you want the AI to analyze.
This is the source material the prompt will use to identify weaknesses in existing books and opportunities for your new book. The quality of the analysis will depend heavily on the amount and usefulness of the reviews you provide.
NOTE: The prompt is designed to filter out junk reviews that complain about things like shipping or problems with Amazon.
Whenever possible, include:
- Book title
- Star rating
- Review headline
- Full review text
You can paste reviews from one book or several competing books on the same topic. Using several books is usually better because it helps the AI find repeated complaints across the market.
There is no exact number of reviews required, but more useful reviews usually produce a stronger analysis. Aim for at least 15 to 20 detailed reviews when possible.
Do not paste only one or two short reviews and expect a complete picture of the market.
👉 Here’s the part of the prompt where you’ll add this info
User response:
[PASTE REVIEWS]
BEFORE YOU SUBMIT THE PROMPT
Confirm that you have completed all three required inputs:
- You entered the topic shared by the reviewed books.
- You entered the topic of the book you want to create.
- You pasted the Amazon reviews the AI should analyze.
Once all three sections are complete, submit the entire prompt to the AI.
🤖 Hate Into Best Sellers Prompt
# Turn Bad Reviews Into 5-Star Books
### PURPOSE
Analyze bad Amazon reviews from books in a target market to uncover what readers dislike, what they expected instead, and how to create a stronger, more useful, and more differentiated book.
Do not merely summarize the complaints.
Your job is to find the unmet demand hidden inside the negative feedback and use it to develop a book readers wish already existed.
---
# USER INFORMATION
## 1. TOPIC OF THE REVIEWED BOOKS
What topic do the books receiving these reviews cover?
**User response:**
[INSERT TOPIC OF REVIEWED BOOKS]
---
## 2. TOPIC OF THE BOOK TO CREATE
What topic should the new book cover?
This should be the same topic as the reviewed books or closely related to it.
**User response:**
[INSERT TOPIC OF NEW BOOK]
---
## 3. AMAZON REVIEWS
Copy and paste the bad Amazon reviews.
Include the book titles, review headlines, ratings, and full review text when available.
Reviews from several competing books are more useful than reviews from only one book.
**User response:**
[PASTE REVIEWS]
---
# YOUR ROLE
Act as a publishing strategist, review analyst, developmental editor, reader psychologist, and book concept creator.
Treat the reviews as product-development evidence.
Determine:
* What readers explicitly disliked
* What they expected instead
* Why the disappointment mattered
* Which complaints appear repeatedly
* Which complaints reveal genuine market opportunities
* Which complaints should be ignored
* What kind of book could avoid these failures
* How the new book could be meaningfully different from existing books
Do not assume every negative review is correct.
Do not attempt to please every reviewer.
Do not copy competing books or proprietary methods.
Do not invent facts, research, reader results, or authority.
---
# ANALYSIS PROCESS
## STEP 1: CLEAN THE REVIEWS
Separate useful book criticism from irrelevant complaints.
Remove or isolate complaints about:
* Shipping
* Delivery
* Damaged copies
* Seller behavior
* Accidental purchases
* Counterfeit copies
* Device problems
* Amazon account problems
* Complaints unrelated to the book’s content
* Narration complaints that do not apply to the written edition
* Printing or formatting problems limited to one edition
Mention production problems separately when they reveal something the new publisher should prevent.
---
## STEP 2: SORT THE COMPLAINTS
Group the meaningful complaints into categories such as:
* Too basic
* Too advanced
* Too repetitive
* Too short
* Too theoretical
* Not practical enough
* Not enough examples
* Poorly organized
* Misleading title or description
* Generic information
* Weak explanations
* Unsupported claims
* Judgmental or condescending tone
* Advice that requires too much time, money, energy, or discipline
* Written for the wrong reader
* Missing information
* Poor exercises or worksheets
* Difficult to navigate
* Fails to deliver the promised result
Create additional categories when needed.
---
## STEP 3: SEPARATE REAL FAILURES FROM READER MISMATCH
For each major complaint, determine whether it represents:
* A genuine weakness in the book
* Misleading positioning
* A reader who bought the wrong book
* A disagreement in personal preference
* An unreasonable expectation
* A complaint that should influence the new book
* A complaint that should be ignored
A beginner book may disappoint an advanced reader without being a bad beginner book.
A short guide may disappoint someone expecting a complete encyclopedia.
Do not confuse reader mismatch with poor content.
---
## STEP 4: PERFORM THE REVIEW AUTOPSY
For each major complaint cluster, explain:
### WHAT READERS SAID
Summarize the visible criticism.
### WHAT THEY EXPECTED
Explain what readers believed they were purchasing.
### WHY IT MATTERED
Identify the practical or emotional disappointment beneath the complaint.
### THE ROOT CAUSE
Explain what likely caused the failure.
### THE OPPORTUNITY
Explain what the new book could do differently.
### WHAT NOT TO DO
Identify the obvious response that might appear helpful but would weaken the new book.
---
## STEP 5: CREATE THE SUCK LIST
Rank the ten biggest reasons books in this market disappoint readers.
For each failure, provide:
1. The complaint
2. How frequently it appears
3. How strongly readers react
4. What expectation is being violated
5. Which reader is most affected
6. How the new book could avoid the problem
7. Whether solving it would create meaningful differentiation
Give each failure a **Suck Score** from 1 to 100.
The score should reflect:
* Frequency
* Emotional intensity
* Connection to the main promise
* Effect on perceived value
* Effect on reader results
* Potential to differentiate the new book
---
## STEP 6: UNCOVER THE HIDDEN DEMAND
Translate the complaints into deeper opportunity statements.
Use this structure:
> Readers complain that existing books __________ because they expected __________. This suggests demand for a book that __________.
Do not provide shallow observations.
Weak finding:
> Readers want more examples.
Strong finding:
> Readers struggle to trust broad advice when they cannot see how it applies to different starting situations. This suggests demand for a book built around realistic contrasting examples rather than general explanations followed by occasional illustrations.
Generate at least 12 hidden-demand findings.
---
## STEP 7: IDENTIFY THE READER NOBODY SERVES
Look for reader groups that repeatedly appear dissatisfied because current books assume the wrong:
* Experience level
* Amount of time
* Budget
* Energy
* Lifestyle
* Family situation
* Physical ability
* Emotional state
* Professional background
* Level of support
* Reason for wanting the result
For each underserved reader group, explain:
1. Who they are
2. Why existing books fail them
3. What they need instead
4. Whether they could support a dedicated book
5. How the book would need to change for them
---
## STEP 8: FIND CONTRADICTIONS
Identify complaints that conflict.
Examples:
* Too basic versus too advanced
* Too short versus too repetitive
* Too emotional versus too clinical
* Too many exercises versus not practical enough
* Too broad versus too narrow
Do not average the complaints together.
Explain whether the conflict reveals:
* Two different reader groups
* Two different use cases
* Poor positioning
* A need for multiple reading paths
* A need for clearer expectations
* A possible opportunity for separate books
---
## STEP 9: GENERATE ANTI-BOOK CONCEPTS
Create at least 15 original book concepts based on what the reviews reveal.
The concepts should not merely repair existing books.
Develop ideas from several of these directions:
### THE OPPOSITE BOOK
Create the deliberate opposite of what dominates the category.
### THE MISSING BOOK
Create the book readers expected but did not receive.
### THE NARROW BOOK
Solve one painful part of the larger problem exceptionally well.
### THE IMPLEMENTATION BOOK
Help readers use advice they may already understand.
### THE TROUBLESHOOTING BOOK
Focus on what to do when the normal advice does not work.
### THE LOW-CAPACITY BOOK
Design the approach for readers with limited time, money, energy, confidence, mobility, or support.
### THE WRONG-READER BOOK
Serve a group that repeatedly buys books written for someone else.
### THE HONEST BOOK
Address limitations, setbacks, tradeoffs, and uncomfortable realities competitors avoid.
### THE DECISION BOOK
Help readers determine what applies to them before giving instructions.
### THE PRIVATE-PROBLEM BOOK
Address questions readers may be embarrassed, guilty, or afraid to ask.
### THE TWO-SPEED BOOK
Provide a rapid-help path and a complete learning path.
### THE BRIDGE BOOK
Connect two related problems competitors treat separately.
For each concept, provide:
* Concept name
* Intended reader
* Main promise
* Problem it solves
* Review pattern that inspired it
* Why it is different
* Main weakness or risk
* Commercial potential from 1 to 10
* Differentiation strength from 1 to 10
* Five-star review potential from 1 to 10
---
## STEP 10: SELECT THE FIVE BEST CONCEPTS
Rank the five strongest opportunities.
Evaluate them according to:
* Strength of unmet demand
* Frequency of supporting complaints
* Emotional urgency
* Ease of explaining the idea
* Originality
* Ability to deliver the promise
* Likelihood of attracting the correct reader
* Potential for related books or products
* Likelihood of avoiding common negative-review triggers
Explain why each concept earned its ranking.
---
## STEP 11: BUILD THE WINNING BOOK
Develop the strongest concept into a practical book blueprint.
Include:
### CORE CONCEPT
* Working concept name
* One-sentence description
* Intended reader
* Immediate situation that causes them to search for the book
* Main problem
* Desired result
* Emotional result
* Central promise
* What the book deliberately refuses to be
### MARKET FAILURE
Explain:
* What existing books usually do
* Why readers dislike that approach
* What readers need instead
* How this book will be different
### POSITIONING STATEMENT
Complete this sentence:
> Unlike most books about __________, this book helps __________ achieve __________ without __________ by __________.
Create five versions and recommend the strongest.
### TITLE DIRECTIONS
Create five different title directions.
For each direction, provide:
* Three title ideas
* Three subtitle ideas
* The reader attracted by that direction
* The expectation it creates
* The risk of attracting the wrong reader
### BOOK PROMISE
Clearly state what the reader should be able to understand, decide, create, change, or complete after reading.
The promise must be specific, believable, valuable, and deliverable.
### SIGNATURE APPROACH
Create an original structure for the book.
This may be:
* A sequence
* A decision process
* A diagnostic
* A set of stages
* A troubleshooting method
* A collection of principles
* A preparation and action structure
Do not force an acronym.
### READER EXPERIENCE
Explain how the book should handle:
* Tone
* Difficulty
* Chapter length
* Order of information
* Examples
* Stories
* Exercises
* Summaries
* Quick-start help
* Beginner support
* Experienced-reader support
* Reader overwhelm
* Navigation
### TABLE OF CONTENTS
Create a detailed table of contents.
For each chapter, include:
* Chapter title
* Reader question
* Main lesson
* Practical result
* Negative-review complaint being prevented
* Suggested exercise, example, checklist, or decision tool
### ESSENTIAL CONTENT
Separate the recommended content into:
* Essential
* Strongly recommended
* Optional enhancements
### MATERIAL TO AVOID
Identify content likely to cause disappointment, repetition, confusion, mistrust, or reader abandonment.
---
## STEP 12: CREATE THE REVIEW-PREVENTION CHECKLIST
Create a practical checklist the author can use while writing and editing.
Cover:
* Promise fulfillment
* Reader fit
* Clarity
* Practical value
* Originality
* Emotional tone
* Credibility
* Organization
* Examples
* Exercises
* Implementation difficulty
* Repetition
* Unsupported claims
* Title and content consistency
* Kindle and print usability
---
# REQUIRED RESPONSE FORMAT
Present the analysis in this order:
## 1. QUICK VERDICT
Explain why books in this topic disappoint readers and where the strongest opportunity appears to be.
## 2. REVIEW QUALITY REPORT
State:
* Number of reviews examined
* Number of books represented, when identifiable
* Number of useful reviews
* Number of irrelevant reviews removed
* Important limitations in the available reviews
## 3. MAJOR COMPLAINT CLUSTERS
Show the main complaints, root causes, and recommended responses.
## 4. THE SUCK LIST
Rank the ten largest category failures.
## 5. HIDDEN DEMAND
Provide at least 12 deeper opportunity findings.
## 6. UNDERSERVED READERS
Identify the readers current books fail to serve.
## 7. CONFLICTING COMPLAINTS
Explain what the contradictions reveal.
## 8. FIFTEEN ANTI-BOOK CONCEPTS
Present the full concept collection.
## 9. TOP FIVE CONCEPTS
Rank the strongest opportunities.
## 10. WINNING BOOK BLUEPRINT
Develop the recommended concept.
## 11. REVIEW-PREVENTION CHECKLIST
Provide the final author checklist.
## 12. FINAL DECISION
End with one recommendation:
* Strongly pursue
* Pursue after more research
* Pursue for a narrow audience
* Rework the concept
* Do not pursue
Explain the decision honestly.
---
# FINAL QUALITY CHECK
Before presenting the response, confirm that you have:
* Looked beneath the literal complaints
* Removed irrelevant criticism
* Separated reader mismatch from genuine book failure
* Identified complaints worth ignoring
* Avoided trying to please everyone
* Created original book concepts
* Connected recommendations to review evidence
* Selected a clearly defined reader
* Designed a book that fulfills its promise
* Created something more valuable than a repaired version of competing books
Improve the analysis before presenting it if any requirement has not been met.
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