How to Humanize an AI-Written Bio or About Page

An AI-written bio reads like a LinkedIn recommendation from someone who has never met you. It lists your credentials in order of impressiveness, describes your "passion" for the work, and closes with some version of your commitment to helping clients achieve their goals. Every sentence is true. None of it sounds like a person.

The About page problem is the same, just scaled up. The company "empowers" something. The team is "dedicated" to something else. The mission statement spans two sentences and contains no concrete information about what you actually do.

If you handed ChatGPT your resume or your old About page and asked it to write something fresh, you got a cleaner draft of the same problem. This guide walks through three specific AI bio patterns that keep showing up and shows you how to fix each one.

The Credentials Stack

The credentials stack is the most common AI bio pattern. It looks like this:

Jane Smith is a certified financial planner with over 10 years of experience helping individuals and families achieve their financial goals. She holds a CFP designation from the CFP Board and has worked with clients across industries including healthcare, technology, and real estate. Jane is passionate about making financial planning accessible to everyone.

Every sentence adds a credential. The bio answers "what are your qualifications?" but never answers "why would I want to work with you specifically?" The reader knows Jane is certified. They still don't know anything about her.

The fix is to find the detail that made someone choose Jane over every other CFP in their city. That detail is probably a story. Ask yourself: what happened in a client engagement that you still think about? What's the thing you notice that other advisors miss? What would a client tell their friend about why they hired you?

Then rewrite the bio so that detail is the first thing someone reads.

After:

My first client was a nurse who kept telling me she'd "figure out the retirement stuff later." She was 52. We spent the first three months not touching her portfolio at all, just mapping out what she was actually afraid of. That's usually where the real work starts.

I'm Jane Smith, a certified financial planner. I work with people who are good at their jobs and behind on everything else.

This version is shorter. It tells you something specific. The credentials are still there, but they're not carrying the whole weight of the introduction.

The Vision Statement Bio

The second pattern shows up when you ask AI to write an About page for a company or a personal brand. It leads with mission language and stays there.

We believe that everyone deserves access to high-quality design. Our team is committed to creating experiences that connect brands with their audiences in meaningful ways. At Studio X, we're not just designers, we're storytellers, problem-solvers, and partners in your success.

This reads as if it was written by a committee that agreed on nothing except the tone. "Meaningful ways" and "partners in your success" are phrases that could apply to any agency on any continent. There's no information here a client could use to decide whether to contact you.

The revision strategy is direct address. Stop describing yourself in the third person and talk to the reader. What do you need them to know? What have you noticed about your clients before they found you? What problem do you solve before you solve the design problem?

After:

Most clients come to us after a redesign that made things worse. The new site looked cleaner but traffic dropped, or the new brand felt sharp in a presentation but awkward on actual products.

We do brand and product design. We spend a lot of time at the beginning asking what "better" actually means for your business, not just for the portfolio.

The vision statement version tries to sound impressive. The revised version trusts the client to decide if the fit is right. That shift, from performance to information, is what makes copy feel like it came from a person.

For more on this kind of voice problem, how to add voice and opinion to flat AI copy covers the same principle across different formats.

The Humble Brag Pattern

The third pattern is subtler. It comes from asking AI to write a bio that's "personable but professional." What you get is a bio that hedges every strength with false modesty.

When Marcus isn't working with clients, he can be found exploring the local food scene or hiking with his dog, Biscuit. He brings the same curiosity to his work as a UX researcher, always looking for the unexpected insight that changes how a product gets built.

The dog is named. The curiosity is mentioned twice in different words. The bio is trying hard to seem relaxed and specific, but it's using the standard kit of personable-bio moves: the hobby mention, the character trait stated directly, the outside-work activity. These gestures are so common now that they land as a category rather than as a person.

The thing that makes a bio actually personal is usually something that would not survive a corporate review. Not something inappropriate, but something opinionated, or specific in a way that risks alienating some readers.

Consider: what do you believe about your field that most people in it get wrong? What kind of client are you not a good fit for? What question do you always end up asking that surprises people?

After:

I've sat in more user research sessions than I can count where the team already knew what they wanted the findings to say. The research was real. The conclusions were written before we started.

I'm Marcus, a UX researcher. I work best with teams that are genuinely uncertain about something, not teams that need a report to justify a decision they've already made.

This version is shorter than the original and has no hobbies in it. It also tells you exactly what kind of relationship Marcus wants to have with clients, and what kind he doesn't. That's more useful than knowing about Biscuit.

How to Apply This to Your Own Draft

The three patterns all share a root cause: AI generates the shape of a bio, not the content of one. It knows what categories a bio is supposed to hit (credentials, personality, values), and it fills them with plausible-sounding language. The result reads as a bio template with your name inserted, which is what it is.

Your job in the edit is to replace the category language with actual content. For each sentence in your AI draft, ask: what specific thing does this gesture toward? Then write that specific thing instead.

A few prompts that tend to unlock material:

• What's the last problem you solved that took longer than the client expected?
• What's something you stopped believing about your field after enough years of working in it?
• Who is your work not for?
• What would a client say to a friend about why they hired you, not what they'd put on a review?

If you want to use a prompt to help the AI get closer to the right first draft, the humanizer prompt includes instructions for reducing the credential-stack and mission-language patterns before you start editing. It won't write the specific story for you (only you know that), but it gets the draft out of the generic zone faster.

The same editing logic applies when you're working on other professional documents. Humanizing an AI cover letter without starting over uses the same approach for job applications, and fixing AI LinkedIn posts that scream ChatGPT covers the social context where bio language often reappears.

The Company About Page Is the Same Problem, Harder

Everything above applies to personal bios. For a company About page, the same patterns show up, but there's an added difficulty: multiple people need to agree on the language, which creates pressure toward the blandest version everyone can live with.

The credentials stack becomes the company history ("Founded in 2015, we have grown to a team of 30 across three offices"). The vision statement becomes the brand mission. The humble brag becomes the culture description ("We work hard and we celebrate wins together").

The most useful edit you can make to a company About page is to remove all language that could apply to any company in your category and see what's left. If nothing is left, that's your diagnosis: the page is pure category and contains no company.

Then pick one true thing that is specific to you. Not a value, but an instance. Not "we care about quality" but a sentence about what happened the last time quality was the harder choice. Not "we believe in our clients" but something you did for a client that you didn't have to do.

One true specific thing is enough to anchor a page. Everything else can stay generic if that anchor is there. How to edit an AI draft so it reads like a human wrote it goes deeper on this sentence-level editing process if you want a systematic approach.

Frequently Asked Questions

My bio has to be in third person for professional reasons. Does that change anything?

Not much. Third person bios have the same problems in AI drafts: credential stacks, mission language, personality gestures. The fix is the same (replace category language with specific content) and just requires keeping the "he/she/they" framing throughout. The before/after for the Jane bio above is already in third person for the first example.

How long should a humanized bio actually be?

That depends on where it's going. A website bio that lives on an About page can be three or four short paragraphs. A speaker bio or press bio is often two paragraphs at most. A LinkedIn About section runs longer. The length isn't the problem in AI drafts. The density of specific information is. A shorter bio with two real sentences beats a longer bio with none.

What if I genuinely don't have a specific story to tell?

You probably do, but you're thinking too broadly. You don't need a dramatic pivot or a founding myth. A specific story can be a client conversation that shifted how you think about the work, a mistake you made that changed your process, or a question you learned to ask that you didn't used to ask. These don't need to be big. They need to be real and specific.

I asked ChatGPT to "make it more personal" and the bio got worse. Why?

When you prompt for "more personal," AI adds the surface signals of personality: hobbies, character trait statements, enthusiasm markers. These are what "personal" looks like in training data. What you actually want is specificity, which is different. Prompt for a concrete detail, a moment, or an opinion instead, and you'll get closer.

Can I use an AI tool to write the specific story and then edit it?

You can, but the story will still be invented, which is the opposite of what makes specificity work. The value of a specific story in a bio is that it's true and the reader can sense that. A plausible-sounding story AI generates will read the same as the generic language you're trying to replace. Use AI to help you structure or clean up a story you already have, not to generate the story itself.