How I edit AI drafts so they rank and read well

Most of my editing work starts with a draft that a tool wrote in seconds. The draft is usually fluent. It is rarely ready. It repeats itself, it hedges, it states things that are not quite true, and it sounds like every other article on the same topic.

Here is the process I use to turn an AI draft into something that ranks, gets cited by AI search and sounds like the brand that published it. You can see a live example of these edits in my editing sample.

1. Read it as the customer

Before I change a word, I read the draft as the person searching for it. What did they type into Google? What do they need to know to make a decision? What would make them trust this page?

Then I ask one question: does this draft answer that person better than the pages already ranking? If not, no amount of polishing will fix it, and the outline needs to change first.

2. Check every fact

This is the step most teams skip and the one that matters most. AI tools produce confident sentences whether or not they are true. Prices, features, dates, statistics and quotes all need checking.

My rule is simple:

• If a claim has a source, I check the source says it.
• If a claim has no source, I find one or cut it.
• If a product detail is mentioned, I check it against the product.

My background is in chemistry, and that training shows up here. A sentence is a claim, and a claim needs evidence.

3. Cut the filler

AI drafts are full of phrases that sound like writing but carry no meaning. These are the ones I cut on almost every draft:

• "In today's fast-paced digital landscape"
• "It is important to note that"
• "When it comes to"
• "Plays a crucial role in"
• "In conclusion"

Here is a real example from a blog intro about domain registrars:

In today's fast-paced digital landscape, choosing the right domain registrar is crucial for businesses of all sizes. It is important to note that there are many factors to consider.

And after editing:

Choosing the right domain registrar takes five minutes. Living with the wrong one costs you at every renewal. Here's what to compare before you buy.

The second version is shorter, makes the cost of a bad choice concrete and tells the reader what they will get from the article.

4. Make it sound like the brand

Every brand has a voice, even if it has never been written down. Some brands are warm and casual, others are precise and formal. AI drafts tend to land in the same flat middle.

I work from the brand's guidelines when they exist, and from its best existing pages when they don't. Then I adjust:

• Word choice. Does the brand say "customers" or "clients"? "Buy" or "shop"?
• Sentence length. Short and punchy, or longer and more explanatory?
• Point of view. "We" and "you", or a more neutral third person?
• What the brand never says. Banned phrases matter as much as preferred ones.

5. Structure it for search and AI answers

Once the words are right, I look at the shape of the page. Google and AI search tools both reward content that is easy to scan and easy to quote.

• Headings match the questions people actually ask.
• Each section opens with a direct answer, then adds detail.
• Comparisons go in tables or lists.
• The page has a short FAQ where it helps, marked up with FAQ schema.
• Title tag, meta description and URL are written for the click.
• Internal links point to the product pages and related posts a reader would want next.

If you want to go deeper on the AI side, I wrote about what AI search means for your content.

6. Show the product where it helps

A blog post that never mentions the product is a missed opportunity. A blog post that turns into a sales pitch loses the reader. The middle ground is to show the product exactly where it solves the problem being discussed: a step in a walkthrough, a row in a comparison table, a screenshot of the feature.

This is the difference between content that fills a calendar and content that moves the right reader closer to buying.

7. End with a clear next step

Every piece should be useful on its own and end with an easy next step for readers who are ready. That might be a free trial, a related guide or a product page. One clear option works better than five.

The checklist

If you edit AI drafts yourself, this is the list I run through every time:

1. Does it answer the searcher better than what already ranks?
2. Is every fact checked against a source?
3. Is the filler gone?
4. Does it sound like the brand?
5. Does each section open with a direct answer?
6. Does the product appear where it genuinely helps?
7. Is there one clear next step?

If your team produces content with AI and wants a human quality check before it goes live, send me a brief.