7 AI Writing Mistakes That Make Ebooks Feel Generic—and How to Fix Them

A generic AI eBook draft can be grammatically clean but still leave its reader stuck or even perplexed. "Communicate clearly with clients" sounds reasonable enough but it does not tell a freelance designer what to do when two people request opposite changes to the same project.

That gap is where editing should start. Look for the decision a passage helps someone make, the example that explains it, and the evidence behind any factual claim. Sentence polish comes later.

Key takeaways

• Give each chapter an outcome the reader can use, such as an approved revision list.

• Show a complete example, including the awkward decision. Extra names and numbers alone do not make advice useful.

• Keep factual claims, illustrative scenarios and editorial recommendations clearly distinguishable.

Drafting mistakes that weaken the first version

Most examples use a short, imaginary eBook about managing design feedback. All sample passages and dialogue below are fictional teaching examples, not client results or quotations from published books.

1. Generic introductions

Read the opening without its title. If it could introduce a guide to hiring, gardening or bookkeeping, it probably needs a more precise starting point.

Before: "Clear communication is essential for successful design projects. By developing effective strategies, freelancers can build stronger client relationships and achieve better outcomes."

After: "Three people commented on your brochure. One wants a shorter headline; another wants the full product description in it. Before editing either version, ask the client who has authority to approve the final copy. This chapter shows you how to turn conflicting comments into one revision list."

The revision identifies a conflict, gives a first action and promises a specific deliverable. It earns its length. A scene is optional: a reference chapter might work better with a direct answer or a definition.

Try this prompt with your own draft:

"Rewrite this opening for a freelance designer receiving conflicting client feedback. State the immediate problem and the chapter's practical outcome. Use only the facts in my notes. Mark missing information as a question for me; do not invent a client story."

2. Shallow outlines

"Benefits of communication / Common challenges / Best practices" gives a model room to write almost anything. Plan the work the reader needs to complete before asking for prose.

For the feedback chapter, a useful outline looks like this:

1. Gather comments from email and the marked-up proof into one document.

2. Separate corrections, such as a wrong price, from preferences, such as a different color.

3. Flag contradictory requests and get a decision from the person authorized to approve them.

4. Send back an agreed revision list with an owner and a deadline for each change.

Then give the chapter a brief:

If you already have a draft, try Purdue OWL's reverse-outlining exercise: summarize each paragraph's topic and its role in the argument. For an instructional chapter, also name the step it helps the reader complete. A paragraph that only repeats the chapter promise needs a new job or can be cut.

If two proposed chapters produce the same output using the same example, consider combining them. A longer outline can hide a short book's worth of ideas.

3. Repeated phrasing

Before: "It is important to collect feedback. It is important to review it carefully. It is important to agree on the next steps."

After: "Copy the comments into one list. Flag conflicting requests for the approver. Give each agreed change an owner and a deadline."

The useful edit replaces empty framing with actions. Swapping "important" for "essential," then "vital," would leave the underlying problem intact.

Check for repeated ideas across chapters as well as repeated words. Keep a stable name for the same thing: changing "revision list" to "feedback register" halfway through can confuse the reader. Deliberate repetition can help instructions, and repetition by itself does not establish that a passage was written by AI.

4. Weak examples

"Ask clients for specific feedback" is advice. Show the question the designer could actually send:

"You wrote 'make the headline stronger.' Do you mean the wording, its size or its contrast against the background? Please mark the part that is failing and tell me what you want the reader to notice first."

Now carry the example through to a decision. Suppose the approver replies, "Keep the wording. Increase the contrast so the headline is easier to distinguish from the background." The revision list records a contrast change. The designer has no approval to rewrite the copy.

That final boundary is the lesson. A decorative company name or an invented success rate would add detail without explaining what to do.

For a real case study, use records you can check and have permission to publish. For a teaching example, label the scenario as hypothetical. Do not turn it into "one of our clients" during a later rewrite.

Revision mistakes that make eBooks feel unfinished

Once the chapter has useful material, check whether the reader can follow it without silently supplying missing knowledge.

5. Unclear audience intent

"Beginner" is only a starting point. Specify what the reader already knows, what they control and what they need to do next.

Compare two versions of the same instruction:

• For a designer handling a first client project: "Ask your main contact who can approve the final design. Record that person's name at the top of the revision list."

• For a studio lead with an established approval process: "Check the requested changes against the approved brief. Send conflicting or out-of-scope requests to the designated approver before assigning revision work."

The first reader needs a missing step explained. The second needs a decision rule that fits an existing process. Mixing those levels throughout the book creates unnecessary explanation in some places and gaps in others.

A change of subject also changes the brief. Compare this design guide with an eBook explaining how to write a dating profile. A site such as the LadaDate dating site provides a concrete context for that second audience: profile descriptions and first messages. The writing task would be to help someone express their own interests, rather than manage client approval.

Generic profile example: "I love life and enjoy interesting conversations."
More specific, if true: "On Saturdays I try a new bread recipe. Tell me about the last thing you made from scratch."

These are invented sample lines, not member quotations. The second gives a reader something to respond to, but the writer should use it only if it describes them. Ask for a real interest before prompting AI for alternatives; nationality, gender or an invented hobby is no substitute for a person's actual notes. The same rule applies when an eBook includes example biographies or customer profiles.

Before keeping a paragraph, check whether it assumes authority the reader lacks. A freelance designer can ask for an approver. The client must identify who can approve its requested changes.

6. Flat character voice

A scene can feel flat when every speaker uses the same register and contributes the same observation. Check what each person notices, wants and avoids saying.

Before:
"We need to resolve this quickly," Mara said.
"I agree that resolving it is important," Ben said.

After:
"The proof goes to print at noon," Mara said.
"Then stop moving the headline," Ben said. "I'm still checking the prices."

Mara wants to meet the deadline. Ben wants an accurate proof and fewer interruptions. Their competing priorities give the exchange tension without an explanation of how stressed they both feel.

For each speaker, note what they want from the scene and what they would rather leave unsaid. Then read the dialogue without the names. If the lines remain interchangeable, revise the intentions before adding slang or a distinctive verbal habit.

These are invented characters. For an interview, memoir or reported case study, preserve the source's meaning and clearly distinguish quotations from paraphrase. Do not improve a real person's voice by inventing a better line.

7. Missing source checks

A fluent explanation can still contain a false fact or an invented reference. NIST describes this risk as "confabulation" in section 2.2 of its Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile (NIST AI 600-1, July 2024).

A source check needs to connect the sentence in your manuscript to the passage that supports it. Merely attaching a plausible title is insufficient. Here is a small claim log for the examples in this article:

In your own log, also record the source location, publication date, date checked and any restriction on what the evidence establishes. Open the original report or documentation and read the relevant passage. Check the population and reporting period behind a statistic. If a source is missing or contradicts the sentence, flag the passage for revision instead of guessing at a replacement.

How to fix a generic AI eBook draft

Work through one complete chapter before applying a new prompt to the whole manuscript. A useful trial chapter includes an explanation, an example and any factual material that needs checking.

1. Write down the reader's starting problem and the output promised by the chapter. Match every section to a step in producing that output.

2. Complete one example from problem to decision. Include the unresolved case if the advice depends on someone else's approval or missing information.

3. Check the claims and mark each invented example explicitly. Remove assertions you cannot support.

4. Edit repetitions and voice. Compare the result with the original to catch changes in meaning.

A completed chapter repair, including the unresolved case

Here is the feedback example assembled into a short passage that a designer could use. Mara is the fictional designer, Ben is the client’s named approver, and all deadlines and messages are illustrative. The important improvement is the decision path: the passage tells Mara which work is authorized and which must wait.

Put every comment about the brochure into one revision list before changing the file. The sales contact asks for a longer headline; the marketing contact asks for a shorter one. Record those as conflicting requests against the same item. Do not silently choose the version you prefer.

Ask your main contact to name the person who can approve the copy. In this example, the client names Ben. Send him both requests with the current headline and ask: “Which wording should this proof use? Please confirm the approved text by 10 a.m. tomorrow so I can prepare the noon proof.” The deadline is a proposal until the client agrees to it.

Ben replies that the current wording should stay and the contrast should increase. Record “Keep current headline wording; increase contrast” as the authorized change. Attach or link to his confirmation. Assign the design edit to Mara and retain the confirmed noon proof deadline. Do not treat the reply as permission to rewrite the headline or change the offer.

If Ben has not answered by the proposed decision time, leave the headline item marked “Awaiting approval.” Continue only with other changes already authorized, and tell the client which delivery work depends on the missing decision. A blank approval cell is unresolved work, not implicit consent.

After making the contrast change, compare the new proof with both the approved wording and the requested visual adjustment. Send the proof with a short note stating what changed and what still needs approval. Keep the prior proof so an accidental copy change can be identified.

The final row describes the alternative unresolved branch, not a claim that Ben simultaneously approved and failed to answer the same item. In a real record, retain only the branch that occurred and the actual confirmation. This distinction matters when a teaching example becomes a template for live work.

You can download the editable chapter worksheet and claim-check log for your own manuscript. Use the completed example above to understand the fields, then replace the scenario with your own evidence. A filled template is useful only when its entries actually correspond to the chapter.

For a small manuscript you can compare line by line, see the phone-writing guide's worked editing example and TXT/EPUB files.

Ask a reader from the intended audience to use the chapter for its stated task. Record where they need an explanation or make an unintended interpretation. Their questions give the next revision a specific job.