How to Fix AI Headings, Bold, and Lists That Look Generated

If you paste an AI draft into a document and squint, you can usually tell it is AI before you read a single word. The headings are bold and Title Cased. Every few sentences there is a bullet list. Random phrases inside paragraphs are bolded for no apparent reason. The content might be fine, but the structure announces itself.

This kind of formatting is not wrong exactly. It just follows a pattern so consistent across AI output that readers have started to recognize it. Fixing it is mostly a matter of knowing where to look and what to swap out.

Why AI Models Format the Way They Do

Language models are trained on a lot of web content, and a significant portion of that content comes from SEO articles, help documentation, and how-to guides written in the last ten years. That genre of writing almost always uses heavy formatting: H2 and H3 headers every few paragraphs, bold applied to key terms, and bulleted lists to break up any sequence of three or more items. The models learned to reproduce it.

The result is that most AI drafts are formatted for a kind of imagined skimmer, someone scrolling fast and looking for anchor points. That is a real reading behavior, and some of that formatting is useful. But when every section looks the same, and bold appears every other sentence, the formatting stops helping readers and starts signaling that no human made editorial choices here.

The Bold Problem

AI models treat bold as a general-purpose emphasis tool, and they apply it generously. In a typical AI draft you might find bolded phrases like key considerations, important factors, or best practices inside sentences that are already clear without any emphasis at all.

The fix is to treat bold as a scarce resource. Ask yourself whether the bolded text would genuinely stop a skimmer and give them something useful. If the answer is "it just felt important," cut the bold. The text can stay; only the formatting needs to go.

A few cases where bold earns its place: a term being defined for the first time, a step number in a sequence where someone might be jumping back and forth, or a warning that a reader might skip at their peril. Outside those cases, letting the sentence carry its own weight usually reads better.

One quick test is to read only the bolded phrases on the page, in order. If they do not form anything coherent or useful, the bold is decorative rather than functional, and most of it can go.

Title Case Headings and Why They Give Things Away

There is a specific heading style that shows up in almost every AI draft: Title Case With Every Word Capitalized, usually combined with bold. It looks like this.

The Benefits of Using This Approach

Key Considerations Before You Begin

How to Apply These Strategies Effectively

Title case is not wrong, and many publications use it. The problem is that AI uses it so uniformly and so often, across every heading regardless of tone or context, that it has become a tell. It signals that no one made a judgment call about how the heading should feel.

Sentence case, where only the first word and proper nouns are capitalized, is easier to read and sounds more like something a person wrote. "The benefits of using this approach" reads more conversationally than its Title Case version. If your brand or publication style requires Title Case, keep it. But if you are editing a draft to sound less generated, switching headings to sentence case is one of the fastest changes you can make.

Beyond capitalization, look at what the headings are actually saying. AI headings tend to label sections rather than make a point. "Key Considerations" tells you nothing about what the considerations are. A heading like "What to check before you publish" is more specific and more human. It treats the reader as someone with a particular task, not a general-purpose audience.

Bullet Lists That Over-Segment the Copy

AI drafts lean on bullet lists the way some writers lean on commas: whenever there are multiple things to say, they get listed. The result is that information which would read naturally as a sentence gets chopped into three or four vertical fragments.

Here is what that looks like in practice. An AI might write:

• Writing feels more natural
• Readers stay engaged
• The text flows better

Where a human writer would write: when copy flows naturally, readers tend to stay with it longer.

That is three bullets collapsed into one sentence, and the sentence is more direct. The bullets added vertical space without adding clarity.

Lists work well when items are genuinely parallel, when order matters, or when readers will scan rather than read. A list of steps in a process, a checklist, a comparison of options with consistent attributes: those are good fits. But when you find a list that amounts to "here are some things I want to say about this topic," collapsing it into a sentence or two usually tightens the copy.

If you are editing an AI draft and want a fast pass, look for any list with fewer than four items. Most of them can be rewritten as prose without losing anything.

A Before-and-After Edit

Here is a short passage in typical AI format, followed by a revised version.

Before:

Understanding Your Audience Is Critical

Before you begin writing, there are several key considerations to keep in mind:

• Know who you are writing for
• Consider their level of expertise
• Think about what they want to accomplish
• Tailor your tone accordingly

By taking these steps, you will be able to create content that resonates with your audience and drives meaningful engagement.

---

After:

Understanding your audience

Before you write anything, figure out who is actually going to read it and what they are trying to do. Someone who already knows the basics wants different information than someone who is completely new, and a mismatch in assumed knowledge is usually where copy starts to lose people. Match the tone to the context: friendly and direct for a blog, more careful for anything technical or instructional.

---

What changed: the heading lost its Title Case and its bold. The four bullets became two sentences. The empty closer ("drives meaningful engagement") was cut. The bolded phrase "key considerations" disappeared. The information is the same; the presentation no longer announces its origins.

For a broader editorial pass, see how to edit an AI draft so it reads like a human wrote it or work through a simple checklist for removing AI tells from any draft.

Fixing It in One Pass

If you are working through a full draft and want to catch formatting tells efficiently, run through these in order.

First, scan every heading. Change Title Case to sentence case unless your style guide requires otherwise. Then read what each heading says and ask whether it names a topic or tells the reader something specific. Rewrite any that are just labels.

Second, select all and search for bold. Click through each instance and ask whether it helps a skimmer or just adds visual noise. Remove the bold on anything that is not a term being defined, a genuine warning, or a navigational anchor.

Third, look at every list with three items or fewer. Read the items as a sentence and see if it works. If it does, collapse it.

None of these changes touch the ideas in the draft. They just remove the layer of automated structure that got laid on top of them. If the writing underneath is solid, it will show once the formatting is out of the way.

For deeper sentence-level work, how to rewrite a robotic AI paragraph by hand covers the prose side of the edit.

If you want a prompt that handles most of these issues automatically before you edit, the free prompt on the humanizer prompt page includes instructions for reducing bold, flattening lists, and normalizing headings as part of the rewrite pass.

Frequently Asked Questions

Is it always wrong to use bullet lists in AI-edited content?

No. Lists are useful when the items are genuinely parallel, when readers will scan rather than read, or when order matters (steps in a process, for example). The problem is not lists themselves but AI's habit of applying them to content that reads better as prose. If you find yourself with a list and you can write it out in a sentence without losing anything, the list probably was not necessary.

What is wrong with Title Case headings?

Nothing is technically wrong with Title Case, and plenty of well-edited publications use it. The issue is that AI applies it uniformly to every heading regardless of tone, and readers have started to associate that pattern with generated text. Sentence case tends to read more naturally and gives the impression that a person made a choice rather than a model applied a rule.

How much bold is too much?

One rough guide: if more than one phrase per paragraph is bolded, you probably have too much. Bold works best when it is rare enough that the reader trusts it means something. When every paragraph has a bolded phrase, the emphasis flattens out and stops doing its job.

Can I fix formatting issues with a prompt instead of by hand?

Yes, to a point. A well-written prompt can ask the model to remove excess bold, convert Title Case headings to sentence case, and collapse short lists into prose. The model will not catch every case perfectly, but a formatting-focused revision prompt can handle much of the mechanical work before you do a human pass. The humanizer prompt includes formatting instructions alongside voice and style guidance.

Does fixing formatting actually affect whether AI detectors flag the content?

Formatting alone is unlikely to change a detector score significantly, because most detectors look at statistical patterns in the text itself rather than visual structure. But fixing the formatting is still worth doing, because it is one of the most visible signals to human readers. A person scanning your page will notice the AI pattern from the layout before they read a word. Fixing it makes the text look like someone edited it, which is often the first thing you want to establish.