How to Teach AI Your Style Using Your Best-Performing Content

Key takeaways

• Use content that actually performed, not what you like best
• Ask AI for specific, measurable patterns, not vague adjectives
• Write the patterns into one reusable style guide with examples
• Test drafts side by side with a proven original
• Every correction you make should go back into the guide

This guide supports our main article, 3 Claude Code AI Workflows Nate Herk Uses Every Day (and How to Copy Them). In it, Nate Herk explains how his AI video editor learned his house style by studying 27 of his best human-edited reels. Here we answer one practical question: how can you teach AI your own style from your best content, without writing code? The method works for emails, social posts, blog articles and video scripts alike.

Why teach AI your style from your best-performing content?

Because AI on its own drifts towards the average. Nate puts it simply: a language model predicts the most likely next word, so its default ideas are what most people would write. Your best-performing content is the opposite of average. It is proof of what works for your audience.

AI teams call a set of known-good examples a golden dataset and test their systems against it. You can borrow the idea: your top pieces become the target every AI draft is measured against.

Step 1: How do you pick your best examples?

Choose by results, not by what you are proudest of. Pick one channel at a time and sort by the measure that matters to you.

Step 2: How do you gather them in one place?

Put everything in one folder or one document. For text, paste each piece in full with its result written above it, for example “Email: 9% click rate”. For video, add the transcript plus a few screenshots, because many AI tools cannot watch video directly. Nate’s editor gets round this by taking screenshots every few seconds.

• Name files clearly, such as best-01-email-launch.txt
• Remove customer names and private details
• Keep the original dates, in case your style has changed over time

Step 3: How do you get AI to find the patterns?

Ask for specific patterns you could count or check. Upload or paste your examples and use a prompt like this:

Nate’s editor went as far as noting how often scenes change and the relative volume of voice and music. You do not need that detail on day one, but the more concrete the patterns, the more useful the guide.

Step 4: How do you turn patterns into a style guide?

Ask the AI to rewrite its findings as a style guide, then edit it yourself. Keep it to one or two pages so any tool can use it. A good structure:

1. Who it is for: your audience in two sentences
2. Voice: three to five rules, each with a “do” and “don’t” example
3. Structure: the shape your best pieces follow
4. Must-haves: for example a clear next step in every piece
5. Never: phrases, claims or habits to avoid
6. Two full examples of your best work

Save it where your AI tool can reuse it: a custom GPT, a Claude project, or a skill file if you use Claude Code. If you build several, our guide How to Load AI Skills Only When You Need Them, Not Every Session keeps them tidy.

Step 5: How do you test it against the originals?

Give the AI the brief for one of your proven pieces and compare its draft with the original. Nate did exactly this, putting the AI edit next to the human edit of the same reel. Score the draft out of 10 on voice, structure and clarity, and note exactly where it falls short.

Step 6: How do you keep improving it?

Every time you fix something, add the fix to the guide as a rule. Nate calls each piece of feedback an investment: the skill gets better every time. Once a month, add your newest top performers and remove rules that no longer hold.

If several people approve content, agree who signs off each version. Our guide How to Version and Approve AI Campaign Assets Before You Export Them covers a simple approval process.

What can’t AI copy well yet?

The finer, more human touches. Nate says AI still lags behind a human editor on music and sound design. In written content the equivalents are humour, timing and genuine personal stories. Keep those parts for yourself, and let the AI handle structure, first drafts and consistency.

Frequently asked questions

The bottom line

The fastest way to teach AI your style is to show it what has already worked for you, write the patterns into a style guide and keep improving it with every correction. Your next step: gather your ten best pieces today.

Related posts

• 3 Claude Code AI Workflows Nate Herk Uses Every Day (and How to Copy Them)
• How to Load AI Skills Only When You Need Them, Not Every Session
• How to Version and Approve AI Campaign Assets Before You Export Them

Garry Knight

I'm Garry Knight, the person behind Prodify Digital. I write about email list building, email marketing, SEO, AI search and the tools that connect them. My aim is to make online marketing easier to understand, so creators and small business owners can make informed decisions about building an audience and keeping people engaged. Here you'll find straightforward guides and product reviews that explain what something does, where it fits and which limitations matter. The focus is on clear explanations and useful next steps—not hype, shortcuts or promises of easy earnings.

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