There's a pattern that shows up in almost every AI-generated article if you don't specifically override it: an intro paragraph, then five or six H2s that each summarize a tidy sub-topic, then a conclusion. It's the five-paragraph essay format scaled up. It's not wrong. It's just extremely safe, and safe isn't the same as good.
Subheadings are one of the places where AI content most visibly betrays itself — not because they're inaccurate, but because they're interchangeable. Read the H2s of ten AI-generated articles on the same topic and they'll mostly be variations of each other, with the occasional 'Best Practices' and 'Common Mistakes' thrown in. Real writing doesn't work that way.
What Subheadings Are Actually For
Subheadings serve two different audiences simultaneously: the reader who is skimming to decide whether to commit, and the reader who is reading every word and needs visual pacing. Most people skim first. The H2s they see need to earn a closer read — which means they need to communicate something interesting, not just label a section.
'What is Content Marketing' tells me what the section is. 'The Definition That Actually Matters for Small Businesses' tells me what I'm going to get from reading it. The second is more specific, more opinionated, and — critically — harder for AI to generate because it requires a genuine point of view. Safe subheadings are headings that could apply to any article on the topic. Good subheadings could only apply to this one.
The Three AI Default Patterns (and What to Replace Them With)
The label pattern: 'Benefits of X,' 'Challenges of X,' 'How to Get Started With X.' These tell you the category of information, not what the information actually says. Replace with the claim the section makes: 'The One Benefit That Outweighs the Rest,' 'Why the Setup Challenge Is Smaller Than It Looks,' 'The First Step Most People Skip.'
The conclusion masquerading as a subheading: 'Final Thoughts,' 'Conclusion,' 'Wrapping Up.' These signal that the article is over and give readers permission to stop reading before you've made your actual point. If you have something worth saying at the end of the article, say it with a heading that makes them want to read it.
The symmetrical structure: every H2 is roughly the same length, covers roughly the same amount of ground, and could be in any order. Real arguments aren't symmetrical. Some points are bigger than others. Some sections need three paragraphs; others need one. Breaking visual symmetry is a signal that the article has genuine structure, not a template structure.
Questions as Subheadings: The Underrated Format
Questions work well as H2s because they do something that statements don't: they create an open loop in the reader's mind. 'Does Publishing Frequency Actually Affect Rankings?' forces a different kind of engagement than 'Publishing Frequency and Rankings.' The reader has a question and wants to hear the answer. They'll read the next paragraph.
This is especially effective when the question is one the reader is already privately asking — the skeptical question, the obvious objection, the thing everyone's wondering but nobody says. 'Is Any of This Actually Worth It?' as a late-section H2 in an article about content ROI will keep more people reading than 'Content ROI Considerations.' Name what the reader is thinking and they'll trust you more.
How to Override AI's Default Structure
The simplest override is to specify the H2s yourself in the brief. Don't ask the AI to come up with the structure — that's where the template thinking kicks in. Come up with your own section titles first, even rough ones, and give them to the AI as the structure to fill in. The resulting draft will still need editing, but it won't have the generic skeleton problem.
If you're using , use the angle field to push the draft toward a specific point of view — the structure follows the argument, not the template. An opinionated angle produces opinionated section breaks. A neutral topic prompt produces a balanced, safe, interchangeable structure. The brief controls the outcome.
Reading Your Own Subheadings as a Diagnostic
Here's a quick test: copy out just your H2s into a list and read them in sequence. Do they tell a story? Do they build to something? Could they be in a different order without losing anything? Could they appear in an article about a completely different topic?
If the H2s could be reordered without consequence, your article doesn't have a structure — it has a list. Lists are fine for some formats. But most long-form content that performs well has a progressive structure: each section builds on or responds to the last. The subheadings should reflect that movement, not just label a series of independent chunks.
A reader who finishes your subheadings should already have the argument in their head. The body paragraphs are the proof. The H2s are the claim.