The Audit My KDP 100-Point Growth Framework
A KDP book can underperform because the right readers cannot find it, do not click it, do not convert, cost too much to acquire, or do not continue into the catalog. This framework evaluates the systems behind those outcomes so authors can decide what to fix first—and what not to change.
On this page
The Audit My KDP 100-Point Growth Framework is an evidence-based diagnostic system that scores 10 areas of a book’s growth foundation across five layers: discoverability, click-through and packaging, conversion, economics, and retention/catalog value. The purpose is not to generate a vanity grade. It is to identify the most defensible bottleneck and prioritize the next action.
Low sales are an outcome, not a diagnosis. Two books can produce the same complaint—“my KDP book isn’t selling”—for completely different reasons. One may have a visibility problem. Another may be visible but lose the click. A third may attract qualified clicks but fail to convert. A fourth may sell but still lose money when traffic is purchased.
That is why the framework starts with the growth funnel rather than a checklist of isolated tactics.
The five diagnostic layers
Each layer asks a different question. A useful audit looks for the first meaningful weakness in the chain before prescribing changes farther downstream.
Can the right reader find the book?
Keywords, categories, metadata, search visibility, ad delivery, and qualified reach.
When they see it, do they click?
Cover, thumbnail, title, subtitle, genre signal, positioning, and target relevance.
After the click, do they buy or borrow?
Description, A+ Content, price, reviews context, sample, formats, and page coherence.
Can traffic be acquired sustainably?
CPC, royalties, conversion, ad spend, price, and break-even economics.
Does one reader create future value?
KENP activity, series read-through, backlist pathways, and subsequent-book value.
If qualified visibility is weak, rewriting a description may not address the immediate constraint. If impressions are healthy but clicks are weak, buying more traffic may simply buy more ignored impressions. Diagnosis comes before optimization.
How the 100 points are allocated
The five diagnostic layers and the 10 scored categories do different jobs. The layers describe where the reader journey can break; the scored categories are the evidence areas used to evaluate those breaks.
They are not a one-to-one hierarchy. A scored category can inform more than one layer, but each criterion is scored only once. Interpreting one score across multiple layers does not double-count points.
| Scored area | Points | Diagnostic layer(s) informed |
|---|---|---|
| Market Positioning | Discoverability · Packaging · ConversionAudience fit, genre promise, competitive shelf position | |
| Cover & Thumbnail | PackagingClick-through, professional signal, small-size clarity | |
| Title, Subtitle & Series Presentation | Packaging · ConversionPackaging clarity, promise, consistency, series framing | |
| Description & A+ Content | ConversionExpectation-setting and product-page persuasion | |
| Keywords | DiscoverabilityReader-intent coverage and metadata relevance | |
| Categories | DiscoverabilityRelevant shelving and browse context | |
| Pricing & Formats | Conversion · EconomicsPrice/format fit and unit economics | |
| Storefront & Credibility | ConversionTrust and supporting storefront signals | |
| Catalog & Read-Through | Retention / Catalog ValueDownstream reader value and next-book pathways | |
| Advertising Readiness | Discoverability · Packaging · Conversion · EconomicsTraffic quality, campaign readiness, measurement, and economic fit | |
| Total | 100 | One diagnostic view of the full growth foundation |
The category weights are public because an author should know what the audit evaluates. The score is still only one output. The more important outputs are the diagnosis, supporting evidence, priority actions, and items that should be protected rather than changed.
Public methodology
- the five diagnostic layers;
- the 10 scored categories and point weights;
- the kinds of evidence used;
- how evidence limitations are handled;
- the principle used to prioritize actions.
Proprietary audit logic
- criterion-level scoring anchors;
- internal Evidence Gate thresholds;
- criterion-specific evidence sufficiency rules;
- criterion-level decision rules;
- internal QA and cross-artifact validation.
What evidence does the framework use?
The strongest conclusion is the one supported by the strongest available evidence. Depending on the book and what the author provides, an audit can use several evidence types together.
Amazon now calls Kindle Unlimited “Kindle+.” Current KDP reporting can include separate Kindle+ Read and Kindle+ Listened KENP activity. Older author discussions and historical materials may still use “Kindle Unlimited” or “KU.”
The audit is designed around public evidence plus screenshots or exports the author chooses to provide. Private revenue amounts do not need to be made public; public examples should obscure sensitive dollar figures.
What the evidence can—and cannot—prove
A major part of the methodology is refusing to turn correlation into certainty. Useful evidence narrows the diagnosis. It does not automatically identify one guilty field.
| Observed evidence | What it can support | What it does not prove by itself |
|---|---|---|
| Low sales | The commercial outcome is weak. | Whether the cause is visibility, click-through, conversion, economics, or catalog structure. |
| Ad impressions | The ad was served and received paid visibility. | The book’s total organic Amazon visibility or total product-page traffic. |
| Ad clicks | Some shoppers chose to inspect the promoted book or destination. | That those shoppers were the correct audience or that the listing should convert them. |
| Clicks with no attributed orders | There may be targeting mismatch, conversion friction, insufficient sample, or a combination. | That the description, cover, price, or any single element is definitely responsible. |
| KENP activity | Kindle+ reading or listening activity occurred. | Complete reader satisfaction, exact completion behavior, or why an individual reader stopped. |
| Category / Best Sellers Rank | Relative customer activity within Amazon’s ranking system. | A fixed amount of market demand or guaranteed future sales. |
Evidence Gate, identity lock, and NED
Before scoring, the audit verifies that the evidence belongs to the correct book and that there is enough reliable information to evaluate the relevant area. The title, author, ASIN, format, and marketplace should not silently drift across sources.
When a criterion cannot be responsibly evaluated, Audit My KDP can mark it NED — Not Enough Data instead of pretending missing evidence equals failure.
A missing report, unavailable metric, or unverifiable field does not automatically mean the book performs poorly there. The audit distinguishes bad evidence, bad performance, and not enough evidence to know.
The framework therefore reports performance and evidence coverage separately instead of forcing missing evidence into the score.
What should an author fix first?
The first change should normally be the issue with the strongest evidence, the greatest likely leverage, and the clearest relationship to the current bottleneck—while avoiding changes to elements that appear to be working.
- If qualified visibility is weak: inspect keywords, categories, metadata, targeting, bids, budget, and ad delivery before focusing on below-the-fold conversion copy.
- If visibility exists but click-through is weak: inspect cover, thumbnail, title/subtitle, genre signal, competitive context, and target relevance.
- If relevant clicks exist but orders/borrows are weak: inspect the full product-page promise, description, A+ Content, price, formats, sample, reviews context, and audience fit.
- If sales occur but acquisition is expensive: inspect CPC, targeting efficiency, royalty economics, price, and the value of the reader beyond the first transaction.
- If the evidence is thin: make fewer simultaneous changes, collect more data, and preserve a change log so the next result is interpretable.
For a deeper explanation of this sequence, read KDP Traffic vs. Conversion and Why Isn’t My KDP Book Selling?.
Worked example: clicks but no sales
Imagine a Sponsored Products campaign produces thousands of impressions, several dozen clicks, and no attributed orders. That is a useful signal—but it is not enough to say, “rewrite the description.”
The framework would ask two groups of questions at the same time:
If the clicks came from poor-fit search terms, targeting may be the first correction. If the traffic was highly relevant but the page creates a promise mismatch, conversion assets move higher on the list. If the sample is too small, the correct recommendation may be to gather more evidence rather than rewrite everything.
That is the central idea behind the framework: same symptom, different diagnosis, different first action.
Want this applied to your actual book?
The KDP Growth Audit uses this framework to diagnose your book’s discoverability, packaging, conversion foundation, economics, catalog context, and advertising readiness—then turns the findings into a prioritized action plan.
Claim Founder Audit · $99Frequently asked questions
What is a KDP growth audit?
A KDP growth audit evaluates the systems that affect whether the right readers can discover a book, choose it, convert on the Amazon listing, and create sustainable economic value. Audit My KDP uses a structured 100-point methodology rather than judging one element in isolation.
Why is my KDP book not selling?
Low sales can come from weak discoverability, weak click-through, weak conversion, poor acquisition economics, limited catalog value, or multiple problems at once. Sales alone do not identify which stage is responsible.
Should I change my KDP keywords first?
Only when the available evidence suggests discoverability is an important bottleneck. If qualified readers already reach the book but do not click or buy, another stage may deserve higher priority.
Do Amazon Ads clicks with no sales mean my book page is bad?
Not automatically. The page may have conversion friction, but the campaign may also be attracting the wrong shoppers. Targeting and the full product-page promise should be reviewed together.
Can KDP authors see an exact organic product-page conversion rate?
Amazon’s documented KDP Reports expose outcomes such as orders, royalties, and KENP activity, while Amazon Ads provides a more visible paid funnel with impressions, clicks, spend, targeting, and attributed sales. Those datasets are useful, but they are not the same thing as a complete organic detail-page-view conversion funnel.
Does a 100-point score guarantee more sales?
No. The framework is a diagnostic and prioritization system. It does not guarantee sales, rank, royalties, bestseller status, advertising performance, or any other financial result.
Why not publish the entire scoring rubric?
The public methodology should be transparent enough to explain what is measured and why. The criterion-level scoring anchors, evidence thresholds, normalization logic, and internal QA remain proprietary so the paid audit retains meaningful methodology rather than becoming a copyable checklist.
Diagnose first. Change second.
The Founder KDP Growth Audit is currently $99 for the first 3 clients. The goal is to identify what the evidence supports, what should be prioritized, and what should be left alone.
Claim Founder Audit · $99Continue the diagnostic
Official platform references
Platform rules, reporting, and product behavior can change. These current Amazon resources are primary references for the evidence types discussed above.
- Amazon KDP: KDP Reports
- Amazon KDP: KENP Report (Kindle+ reading and listening activity)
- Amazon KDP: Kindle+ (formerly Kindle Unlimited)
- Amazon KDP: Make Your Book More Discoverable with Keywords
- Amazon KDP: KDP Categories
- Amazon KDP: Metadata Guidelines for Books
- Amazon Ads: Reports for Book Advertising
- Amazon KDP: Sales Ranking