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Edit an AI Draft Until It Is Useful: Add First-Hand Detail

Generic AI drafts rarely help readers. Mark the lines any site could print, add your own examples and numbers, fact-check every claim and disclose how it was made.

15 min practicePlatform independentUpdated · Last checked Oct 24, 2026
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Abstract illustration of a page with highlighted generic lines being replaced by personal notes, in the colours of the Marketing topic.
Original conceptual illustration made for this lesson. Not a screenshot, product test or endorsement.

The useful result

Turn one AI draft into a page with first-hand detail, verified claims and a clear author and disclosure.

  • Turn one AI draft into a page with first-hand detail, verified claims and a clear author and disclosure.

AI can produce a clean, correct-sounding article in a minute, and so can everyone else. That is the problem: the result reads like every other page on the topic. Google’s guidance says AI is fine as a research and drafting aid, but publishing large amounts of unhelpful AI pages can break its spam policy on scaled content abuse, and AI-written content should be manually fact-checked and reviewed.

The cure is not a trick to disguise the text. It is to add what the model cannot supply: your own experience, examples and evidence. Google’s own questions for helpful content, such as whether a page offers original information and is easy to verify, give you the checklist.

The examples below are illustrative exercises, not recorded results from any tool. Sources were checked on 24 October 2026; menus, limits and prices change, so confirm details on the linked pages.

Before you start

  • An AI draft you plan to publish
  • Your own notes, photos, numbers or customer questions on the topic
  • Ten minutes to check the claims

Review evidence

Documentation-based review · 2026-10-24

Primary documentation and official guidance checked on 24 October 2026. Examples, checks and exercises are original illustrations, not recorded tool tests. Cover artwork is a conceptual illustration.

1

Mark every sentence any website could have written

Read the draft and highlight sentences that are true of the topic in general but say nothing from your experience, such as “communication is key”. Count them. If most of the draft is highlighted, the draft is not ready, however polished it sounds.

Check your result

You have highlighted the generic lines and know what share of the draft they make up.

2

Add first-hand material and let AI weave it in, using only your facts

Write down what only you can say: an example from a real job, a number you measured, a mistake you made, a photo, a customer question. Give the assistant these facts and ask it to rework the draft around them without adding new claims. Remove the generic lines you marked.

Try this prompt
Rewrite the draft below so each section is built around my first-hand material. Use ONLY the facts, numbers and examples I give you; do not add statistics or claims. Remove generic filler. Keep my voice plain and direct. If a section has no first-hand material, say “NEEDS MY INPUT” instead of inventing it.

My material:
[paste notes]

Draft:
[paste draft]

Example / expected result

Illustrative example; not a recorded model result.

A generic line “Check your settings regularly” becomes “On 12 March I found the export setting had reset after an update; here is the screenshot.”

Check your result

Each section includes at least one example, number or observation that comes from you.

3

Fact-check, name the author and disclose how it was made

Check every number, name and date against a primary source and delete anything you cannot verify. Add a visible author and date, and say how AI was used if that is relevant to readers. Check titles, descriptions and image alt text too, as they appear in search results.

Check your result

Every claim has a source or has been removed, and the page shows an author, a date and a note on how it was made.

When it goes wrong

Publishing many near-identical AI pages is risky even if each one is edited lightly. First-hand detail must be true; never invent an experience. Ranking is never guaranteed, so write for the reader first.

Make it your own

Take one draft, count the generic sentences, add three pieces of first-hand material and verify five claims. Compare the first and final versions side by side.

Useful next resources

Sources and review

Last checked Oct 24, 2026. Features and account limits can change. Verify important results against your original material.

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