How to adapt a text for different audiences with AI
Adapting a text for different audiences with AI means changing the explanation without changing the facts. Define what each reader needs to do and preserve required information across all versions.
This exercise uses a fictional process-update notice. You will create versions for someone performing the task and someone following the decision, without assigning knowledge through stereotypes.
1. Define audiences by need
Describe their objective, subject knowledge and reading context. “A person performing the procedure for the first time” provides more useful information than “a general audience”.
Someone following a decision may instead need impact and next steps without every operational detail. That does not imply a lower capacity to understand those details.
2. List immutable facts
Before adaptation, mark dates, requirements, conditions, owners and unresolved points. These elements should not change merely to make one version simpler.
| Element | What may change |
|---|---|
| Confirmed fact | Explanation, not content |
| Technical term | May receive a definition |
| Example | May be adapted if labeled fictional |
| Next action | Must remain compatible with the rule |
| Uncertainty | Must stay visible |
3. Choose depth and structure
One version may begin with steps; another with the reason for the change. Decide order from the reader’s question while maintaining access to relevant conditions.
Google’s prompt strategies discuss directing responses through instructions and context. Here, context includes the reader and the facts that must not change.
Do not require an arbitrary word count before knowing what each version must explain. A short version that hides an essential exception is not a successful adaptation, even if it meets the requested length perfectly.
4. Request separate versions and a comparison
Give both versions the same source material. Also ask the tool to show explanatory differences and where it preserved each required fact.
Adapt the authorized text for two audiences.
Audience A: performing the procedure for the first time and needing clear steps.
Audience B: following the decision and needing impact and next action.
Preserve the facts, deadlines, conditions and unresolved points listed below.
Explain necessary terms without inventing features or benefits.
Return both versions and a table connecting each required fact to corresponding sentences.
Label fictional examples rather than presenting them as real events.
[IMMUTABLE FACT LIST]
[AUTHORIZED TEXT]The table supports consistency review but also needs checking. Do not accept an automatic claim that all facts survived without comparing the texts.
5. Review simplification for meaning
Look for technical words replaced by easier language that changes a rule. “May request” and “will receive” are not equivalent even if the latter seems more direct.
Check whether one version omitted an exception because explaining it required space. If the condition affects a decision, retain it and explain it appropriately.
6. Test a usage question
Ask what a reader would do after reading each version. If one suggests an action incompatible with the original, correct the adaptation.
Where possible, have someone from the intended context read the text and identify uncertainties. This provides information about actual use that an abstract audience description may not anticipate.
Check headings and calls to action separately from the paragraphs. A carefully preserved condition in the body can still be undermined by a heading or button label promising something broader.
Common mistakes
Confusing simplification with removing conditions, adding praise to persuade a group and assuming knowledge from a job title are significant failures. Reviewing versions separately without checking consistency is another mistake.
Keep the source and its version identified. When content changes, review every affected adaptation.
Result criterion
Each version should meet its reader’s need while supporting the same factual basis. Differences should lie in organization and explanation rather than the truth presented.
See creating a style guide and editing without losing your voice to complete the process.
Frequently asked questions
Does audience adaptation allow changing conditions?
No. Language and depth can change, but facts, requirements and limits must remain intact.
How can I define an audience without stereotypes?
Describe required knowledge, task and reading context rather than assuming ability from age, title or another label.
Must versions have the same length?
Not necessarily. Use the space needed for each audience without hiding important conditions merely to shorten the text.