What Should I Check Before Using AI-Assisted Marketing Content?

Before using an AI-assisted marketing draft, check its purpose, accuracy, meaning, brand fit, privacy and usefulness. Then record whether you will use, edit or reject it, what you changed and what remains uncertain.

This aid is for one short draft. It is not legal or compliance advice, an accessibility audit, a technical review or a guarantee that risk has been removed. The final decision stays with an authorised person.

Start with the purpose

First ask what the draft is supposed to do and who it is for. The point is to make its job visible before judging the words.

Check:

• Is the intended reader clear?
• Is it for education, an internal decision, a campaign asset or another purpose?
• Does it support the agreed objective rather than inventing a new one?
• Is the next step proportionate and clear?

If the purpose is unclear, stop and clarify it. Editing sentences cannot fix a draft that has no agreed job.

Check accuracy

AI tools can produce incorrect or misleading information, including answers that sound confident. OpenAI advises users to verify important information from reliable sources. A check is needed, but that does not mean every output is unusable.

Look for claims that need evidence, such as:

• dates, figures and calculations;
• quotations, named sources and links;
• descriptions of products, regulations or current features; and
• technical or other consequential details.

Check important claims against an appropriate source. If you cannot confirm a point, mark it as uncertain or requiring a source. Do not leave a plausible sentence in place simply because it reads well.

This check is narrower than a full research process. If the draft depends on specialist knowledge, send the relevant point to the responsible subject-matter owner.

Check meaning

An AI-assisted draft can change an idea's strength or direction while keeping the general topic. It may turn a suggestion into a promise, remove a qualification or add an unsupported conclusion.

Compare the draft with the approved brief or source and ask:

• Is the central point still the same?
• Has any caveat, boundary or uncertainty disappeared?
• Does the draft distinguish fact, interpretation, recommendation and example?
• Has it added a claim that no authorised person intended to make?

Accuracy asks whether a statement is correct. Meaning asks whether the draft is still saying the right thing. A factually correct sentence can still be unsuitable if it changes the original implication.

Check brand fit

Brand fit is more than spelling and grammar. It asks whether the draft suits the reader and the brand's approved position and tone.

Look for:

• clear, plain language for a reader early in practical AI adoption;
• proportionate confidence and human rather than inflated wording; and
• a call to action that fits the reader's situation.

Remove unsupported claims of expertise, certainty or success. Avoid replacement language, hype and promises about reach, leads, rankings, efficiency, quality or performance. Explain the method rather than oversell the technology.

Check privacy

Review what the draft contains and what was supplied to the AI tool. Use only material authorised and necessary for the task.

Remove or escalate:

• unnecessary personal data;
• private customer or prospect details;
• confidential employer or client information; and
• unpublished pricing, credentials or identifiable restricted material.

The ICO's AI and data-protection guidance covers wider questions about data minimisation, accuracy, security and accountability when AI processes personal data. This article does not replace it or an organisation's own legal and compliance process.

If you are unsure whether material is authorised, do not treat the uncertainty as permission. Pause, remove the detail or ask the appropriate owner.

Check usefulness

Finally, read the draft as the intended person would. Does it make the subject clearer and give the reader a sensible next step?

Check:

• Can the reader understand the main point without specialist knowledge?
• Does it answer the question it set out to answer?
• Are the examples, recommendations and next action relevant and proportionate?

For website content, usefulness also includes presentation. Google's guidance recommends focusing on accuracy, quality and relevance, while its people-first guidance asks whether content is useful and reliable for people rather than primarily for search traffic.

A draft can be technically tidy and still not be worth using.

Record the decision

The review is easier to trust when another person can see what happened. A short record is enough for a small task:

• Draft reviewed: name or short description
• Purpose: intended reader and job
• Checks: purpose, accuracy, meaning, brand fit, privacy and usefulness
• Decision: use, edit or reject
• Changes made: the important edits or removals
• Uncertainty: facts, sources or specialist questions still open
• Reviewer: authorised person and date

The decision is not a score. If an unresolved issue affects meaning, privacy or accuracy, edit or pause rather than use the draft.

A short illustrative record

ILLUSTRATIVE EXAMPLE: The following record is constructed to show the method. It is not a real client, employer, customer, personal or performance example.

Imagine a short AI-assisted draft explaining a general marketing planning idea. A reviewer might record:

• Purpose: help a marketer turn one vague task into a clearer next step.
• Accuracy: no external figures; one statement needs a source.
• Meaning: a suggestion sounded like a guarantee, so it was changed.
• Brand fit: jargon removed and the next step clarified.
• Privacy: no private or identifying information retained.
• Usefulness: the reader can understand the idea and try it.
• Decision: edit, then review the changed sentence again.

That record does not prove perfection. It shows what was checked and why the first version was not used unchanged.

Know what this check cannot certify

These six checks support a proportionate editorial decision. They do not certify:

• legal or regulatory compliance;
• accessibility of the final page, document or campaign;
• technical or subject-matter accuracy;
• suitability for every audience or use case; or
• safety, reliability or performance of an AI tool or workflow.

Clear headings and useful link text can support accessible content, but they do not replace an accessibility check on the final implementation. GOV.UK guidance recommends clear language and meaningful structure, while the implementation still needs its own check for descriptive links and text alternatives for images.

This one-draft review is also not a test of whether a workflow is worth reusing. That needs its own success criterion and observation. P6 is about the decision before one piece of content is used.

Your next step

Choose one short AI-assisted marketing draft, not a whole content library or complex campaign.

1. Write down its purpose and intended reader.
2. Check accuracy, meaning, brand fit, privacy and usefulness.
3. Mark important points as checked, uncertain or requiring a source.
4. Record whether you will use, edit or reject the draft.
5. Note the changes made and any question that needs an authorised person or specialist.

If the decision is edit, review the changed version again. If it is reject, record why.

Further reading

• What Is AI-Assisted Marketing? defines the human direction, judgement, approval and accountability boundary.
• What Is an AI Hallucination in Marketing? explains why inaccurate or invented output needs checking.
• How to Test and Improve an AI Marketing Workflow covers a separate method for deciding whether a workflow is worth reusing.
• Google: Guidance on using generative AI content on your website covers accuracy, quality and relevance for web content.