Test Your Writing Before Publication: Use AI as the First Reader, Not the Sole Editor

Many writings seem clear to their authors because the authors already know the intent behind each sentence. The problem is, readers do not carry the same context. They only see the title, paragraphs, terms, and examples that are actually presented.

This is where AI can be used as a first reader. Not to replace an editor, but to conduct an initial simulation: which parts are confusing, what information feels missing, and what conclusions might readers draw incorrectly.

This workflow is useful for articles, product documentation, important emails, proposals, presentation materials, and even captions that need to be understood quickly.

The Problem is Not Always Grammar

When asking AI to "check this writing," the results often stop at spelling, punctuation, or word choice corrections. However, more dangerous issues usually lie at the level of understanding.

• The title promises something that is not actually discussed.
• Technical terms appear before they are explained.
• The author jumps from the problem directly to the solution.
• The examples provided are only suitable for readers who already understand.
• Sentences sound neutral but actually make overly broad claims.
• Readers may mistakenly interpret recommendations as mandatory rules.

Therefore, the prompt needs to guide AI to read from a specific person's perspective, not just to look for language errors.

Start by Defining Who the Reader Is

AI will provide more useful feedback if you explain the reader's profile. "General reader" is still too broad. Try to provide relevant details, such as experience, reading goals, and their level of knowledge.

For example:

• "A small online store owner who understands WhatsApp but is not familiar with technical terms."
• "A junior developer who understands basic PHP but has never handled a production system."
• "A non-technical manager who needs a summary to make decisions."

The goal is not to create a perfect reader profile. The aim is to give AI a more specific lens when assessing the writing.

Ready-to-Use Prompts for Reader Simulation

Use the following prompts as a starting point:

I want to test the clarity of the following writing before publication.

Reader profile: [explain who the reader is, their level of knowledge, and their reading goals].

Your task is not to rewrite the entire text. Read as a first reader and provide an analysis in the following format:

1. Your understanding summary in a maximum of 3 sentences.

2. Three things that are easiest to understand.

3. Three parts that could be confusing or need additional context.

4. Terms, claims, or sentences that might be misunderstood.

5. Important information you expected but is not available.

6. Questions that might arise after reading.

7. Clarity rating from 1 to 10, along with a brief reason.

Do not assume the author's unexpressed intent in the text as fact. If you make assumptions, mark them as assumptions.

Writing:

[paste the writing here]

An important part of this prompt is the instruction for AI not to fill gaps with the author's intent. If a piece of information is not written, AI should refer to it as a gap or assumption, not assume it is clear.

Read the Results as a Risk Report, Not a Verdict

AI's response is not an absolute measure of whether your writing is good or bad. Consider the results as a checklist of points to review.

If AI indicates a term is confusing, ask: is that term really necessary? If it is, add a brief definition at its first occurrence. If it is not necessary, use a more common word.

If AI mentions a claim that is too broad, check if that sentence needs limitations. For example, "this method is safe" could change to "this method reduces risk under certain conditions." Such small changes can make the writing more honest and less misleading.

Do not automatically follow all suggestions to add information. Good writing does not have to answer every question. Choose additions that help the reader achieve the main goal, not just make the article longer.

Add Understanding Tests with Concrete Scenarios

For practical writing, you can ask AI to test whether readers know what to do after finishing reading. Add instructions like this:

After reading the text, explain:

- the first action the reader is likely to take;

- decisions the reader might make;

- which parts still leave the reader hesitant to act;

- mistakes that might occur if the reader follows the text literally.

This prompt helps identify the gap between "the reader understands the idea" and "the reader can apply it." A guide may sound reasonable, but it still fails if the reader does not know the sequence of actions, limitations, or conditions for exceptions.

Short Versions for Emails and Work Messages

For short writings, you do not need to use a long prompt. Use the following version:

Read this message as a busy recipient who does not have the complete context.

Respond in the format:

- The main point you grasped

- Things that are still ambiguous

- Information that needs to be moved to the beginning

- Tone of the message: too harsh, too vague, or just right

- One most important revision you suggest

Do not rewrite the entire message before explaining the issues.

This is useful before sending requests to colleagues, announcements of process changes, or emails containing multiple decisions at once.

What to Watch Out For

AI does not truly represent all types of readers. It can also be overly confident, suggesting unnecessary explanations, or failing to capture specific organizational and cultural contexts.

Therefore, do not input confidential data, personal information, credentials, or internal documents that should not be shared into AI services. For sensitive materials, use anonymized versions or tools approved by the organization.

Additionally, continue to conduct human checks for facts, figures, quotes, rules, and risky decisions. AI can help identify communication issues, but it does not automatically verify the truth of the content.

What You Can Do Now

1. Choose one piece of writing to be sent or published today.
2. Define the reader profile specifically.
3. Run the reader simulation prompt, without asking AI to rewrite directly.
4. Select up to three most important issues to fix.
5. Reread the writing from the beginning, then conduct a separate fact check.

This habit allows AI to act as a mirror. It helps reflect how your writing might be received by others, while the editorial decisions remain in your hands.

– Rio Yotto @rioyotto