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15 Simple Rules to Turn Generic AI Content Into Something Useful

Written by: Adrienne Kmetz Tags: critical thinking, content, future of seo

Published: Feb 3, 2026  |  Last Updated: Feb 9, 2026

AI-generated content has an obvious problem, and it’s that it often sounds fine but doesn’t actually say anything.

AI can still be useful as a starting point, but only if you edit it with intent. These are 15 editorial rules I use to turn generic AI drafts into content that actually helps people and still sounds like you.

First tip: You don’t need an AI detector to spot AI generated content that doesn't pass the sniff test. Just look at the edit history, and you’ll usually find a massive copy-paste with formatting intact. Browse the edit history to see how much they polish the writing. 

Watch or read: 

1. Consider clear, concise titles that deliver on their promise by removing "ultimate" or "complete" 

As a rule of thumb, I tend to avoid using complete or ultimate or everything you need to know in page titles. Technically, it qualifies as a promise you can't fulfill. Which is also how clickbait is defined: a promise that is not fulfilled by the content.

I've gone as far as organizing "Ultimate guide" audits where we go back and edit out the words from all of our articles. Because even if your piece is 5,000 words, it's not going to have every single thing that every single person needs to know in all situations. There are just too many variables to claim this without an objective measurement or benchmark to prove it. 

Use a command verb instead:

For instance: "The Ultimate Complete Guide to Finding the Right Solution For You" becomes: 

"Find the Right Solution For You" 

2. Meet intent right away

If someone searches "how to fix a leaky faucet," don't start with a lesson about how "Water is essential to modern homes and plumbing systems have evolved..." Just tell them what to do first in the very first sentence. 

The best articles help people solve their problems as quickly as possible. That means your intro should answer their core question immediately, not build up to it through three paragraphs of context they already have. 

3. Delete sentences that say nothing

AI loves to fill space when it is not needed with sentences that sound like they're saying something but aren't. "In today's fast-paced digital world..." or "Success in X requires dedication and strategy" or "Many businesses struggle with Y." Or the most telling: "It is important/crucial to..." 

The issue with sentences that often rely on "be" verbs is that they typically describe an observation and don't deliver any new information to the reader.

Every sentence needs to either teach something new, clarify something complex, or move the reader closer to their goal; and if not, you can usually just delete it.

4. Empathy goes beyond labelling feelings

Often editors will say we want to lead with empathy. It's incredibly hard to define, and it can often swing too far in one of two directions:

1. We label the emotion instead of validating it, which sounds like "I know this topic can be confusing." 
2. We venture too far over the line into pity, which can risk coming across as condescending. 

The reader already knows how they feel. They're living it right now. They're already wondering, "Okay, but what do I DO about it?"

Real empathy is understanding their problem so well that you skip over the boo-hooing and jump straight to solving it. 

5. The structure "Whether you're this or that" is alienating to the reader

Let's talk about whether. "Whether it's this or that" is a crutch that I like to avoid; it's a structure to me that is an obvious sign of AI and also that there is no editor on the team.

Why? Because it alienates more people than it relates to.

Say you write: "Whether you're a small business owner, freelancer, or enterprise manager..." What if I'm none of those things? What if I'm a department head? A consultant? A student doing research? Now I'm sitting here thinking, "Wait, is this article even for me?" You think you're being inclusive by listing options, but you're actually creating an exclusive club. 

Everyone who doesn't see themselves in your list feels like they're in the wrong place. And these specific examples are usually a tiny fraction of those who need the information.

What's more, you're not speaking to all of your audience. You're only speaking to one person: The reader. 

This approach takes up precious space, makes copy less readable, and causes the reader to question the article. 

6. Delete salesy lines like "That's where X comes in"

If it sounds like something someone in a commercial would say, it probably sounds too salesy.

It's just a cliche, and you don't want to rely on cliches because they don't always mean something to everyone. That's where what comes in? It's not always the solution for everybody. It also doesn't deliver new information. Collect these phrases and delete them.

7. Don't answer questions with questions, and turn questions into answers

AI does this frequently. You'll see sections like:

"Choosing the Right Option"

Do you need a specialist?

What's your budget?

How much support do you need?

Okay, cool. You've given me a list of things to think about, but you haven't helped me think through them. If you have a big comparison list or a section that's supposed to help people decide, and you're just asking questions, you're leaving the user with nothing but more questions. But they came to you for answers. Now they will have to go back to Google to find them. 

Instead, rewrite each one to answer the question. Instead of "Do you need a specialist?" say something like: "Specialists have deep knowledge in narrow areas but cost 30-50% more. If your project is highly technical or unusual, the expertise is worth it. For standard projects, a generalist will save you money and still get the job done."

See the difference? Now you're delivering new information and helping the reader make a decision.

8. Add specific numbers 

Terms like high budget, low effort, high cost, or quick turnaround don’t mean much on their own. They’re placeholders, not information. If the reader has to stop and translate what something might mean for them, the content isn’t doing its job.

The numbers don’t have to be perfect. They just need to be concrete. Even approximate ranges are more useful than broad generalities. Specific numbers force clarity and keep the content from sounding generic or interchangeable.

9. Avoid "It's not... it is" constructions

This is a pattern AI uses a lot: “it isn’t X, it’s Y.” It sounds like clarification, but it almost always weakens the sentence because the moment you lead with “it isn’t,” you’re forcing the reader to think about the thing you’re trying to reject. Even if you follow it with a positive point, you’ve already anchored their attention on the negative or opposing idea.

For example:

“This isn’t about finding the cheapest option, it’s about value.”

The reader has to process the "cheapest option" thing before they ever get to "value". Does that mean it's more expensive? Worse service? Instead, delete the negation entirely and say the point directly.

10. Put important stuff at the top

Readers scan and abandon if they don't find what they need. They’re looking for answers to their question that help them decide. This almost always includes price, followed by constraints, outcomes, and deal-breakers. Before you edit the content, reorder the page so the most important information is at the top and the "nice to know" info is toward the bottom. This is called the inverted puramid of journalism.

Don't hide important information in FAQs at the bottom if it should be closer to the top. 

11. Rewrite “By doing X, you can Y” into commands

This is another structure AI uses often in conclusions:

“By doing X, you can Y.”

Delete the first clause, and start with the verb:

No: "By comparing options, you can..."

Yes: “Compare options so you can reduce costs” is faster and clearer than starting with passive voice. Command verbs make content stronger and clearer.

12. Fix your tense jumbles

Some sentences technically make sense but are annoying to read. They’re long, tangled, and slow everything down. When you see one, don’t try to smooth it out. Just delete everything up to the main verb and rewrite it as a command. If the sentence starts with fluff, cut straight to the action. I made this term up because now that I know about it, I see it all the time.

No: "If you stop to think about it, the only way they could make it work is if someone were to help them out." 

Yes: "They can do it, if someone can help them." 

13. Define your acronyms in the first use

If you use an acronym, define it the first time. Spell it out, put the acronym in parentheses, and move on. Don’t assume the reader knows it. Don’t make them guess. This tiny edit makes the content clearer.

14. Keep useful warnings, delete generic advice

Warnings and flags help the reader avoid a mistake or calls out a real risk. Examples include making sure that the reader knows you're not giving legal advice, reminding the reader that there are hotlines available to them if they are in trouble, often overlooked fine print, and to ask the reader to pause before making a risky choice. 

On the other hand, generic advice like “ask the right questions” or “do your research” is not typically helpful. 

15. Quality means original and net new

After you clean up the language, step back and reorder aggressively. Ask what the reader needs to see first, what they need to know next, and figure out how to deliver that succinctly and transparently.

AI tools can be a useful tool for brainstorming and editing, but lacks in generation if it's not starting with net new, quality content to begin with. Sometimes a better use of AI is for tasks that require less critical thinking like SEO audits and automations. 

If you don't start with or add original content that you've sourced from subject-matter experts, you'll only ever be left with a generic first draft, no matter how much re-prompting goes into it.