Your Next Client Might Ask ChatGPT About You First. Here Is How to Shape What It Says.
Guest article from bloggingtitan.com
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Picture a moment you never get to see. A potential client has your name. A colleague passed it on, or they spotted you in a community thread, or you were one of five freelancers who answered their post. Before they reply to your email, they open ChatGPT and type: “What can you tell me about [your name], the freelance copywriter?”
Whatever comes back is your first impression. And you were not in the room for it.
This is already normal behaviour. Busy clients use AI assistants the way they used to use a quick Google search, with one big difference. Google hands them ten links to sift through. An AI hands them a verdict: a short, confident summary of who you are, what you do and whether you seem credible. Most freelancers have no idea what that summary says, because they have never asked.
The good news is that you have more influence over it than you might think. Not by gaming anything, but by tidying the raw material the AI reads. This article covers how clients use AI when hiring, what the tools actually read to form a picture of you, and five practical steps to make sure the story they tell is the one you want told.
The mistake: polishing the front door, ignoring the paper trail
Most freelancers pour their energy into one asset. The portfolio site, or the Upwork profile, or the LinkedIn page. They treat it as the front door and assume every client walks in through it.
AI tools do not use the front door. When someone asks about you, the model draws on everything it can connect to your name. The conference bio from 2021. The half-finished Behance page. The old website that still calls you a “social media guru” even though you moved into email marketing three years ago. The review from a project that went sideways.
A human sees whichever page you sent them. An AI sees the average of everything. If your public footprint is scattered and contradictory, the summary comes out vague, dated or plain wrong. And vague loses you the job, because a client comparing three names will lean towards the one the tool described clearly and confidently.
The reframe: your reputation is now machine-read
The old advice was to write for people first and search engines second. That still holds, but there is a third reader now. AI assistants take your profiles, your testimonials and every site that mentions you, then compress the lot into a paragraph.
Compression punishes inconsistency. If your LinkedIn says “content strategist”, your website says “brand storyteller” and your marketplace profile says “SEO writer”, a human reads charitably between the lines. A model just receives three weak signals instead of one strong one. Work on how AI search decides which businesses to name points the same way: clear, consistent, corroborated information beats clever wording every time.
So the job is not to trick the machine. It is to give it one coherent story to repeat. Here is how, in order.
Step 1: Ask the tools what they think of you
Start with two minutes of honesty. Open ChatGPT, Gemini or Copilot and ask what it knows about you by name and trade. You will get one of three results: an accurate description, a muddled or outdated one, or a blank. Do not panic at a blank if you are early in your freelance career. The point is simply to know your starting position, because everything below is easier to prioritize once you have seen what a client sees.
Keep whatever it says. It is your before photo.
Step 2: Write one line about yourself and use it everywhere
Decide, in one sentence, what you do and for whom. “I write email sequences for ecommerce brands” beats “I help ambitious companies tell better stories” in every context that matters, because it is specific enough to be repeated accurately. This is the core discipline of running a business of one: if you cannot say plainly what you sell, nobody and nothing can repeat it for you.
Then put that same line, in nearly the same words, everywhere your name appears: LinkedIn headline, website homepage, marketplace profiles, directory listings, social bios, email signature, the speaker bio you send to podcast hosts. This feels repetitive to you. To a machine assembling a picture of you from a dozen fragments, it is the difference between a signal and static.
Step 3: Retire your ghost profiles
Make a list of every profile and page that mentions you. Search your own name plus your trade and go three pages deep. For each one, make a decision:
- Update it if it is a platform you still use. Same one-line description, current services, current links.
- Delete it if it is abandoned and you control it. An empty profile with three connections from 2019 is not neutral. It is evidence of neglect that gets averaged into your summary.
- Correct it if someone else controls it. Old agency team pages, event sites and directories will usually update or remove a bio if you email and ask.
This is the least glamorous step and the one that moves the needle most for established freelancers, because most of the wrongness in AI summaries is not invention. It is an old truth that nobody cleaned up.
Step 4: Make your results quotable
AI summaries lean heavily on concrete, checkable statements. “Increased trial signups by 32% in three months” survives compression. “Passionate about impactful content” does not.
This matters more than volume. When Whito tested Google’s AI recommendations across 13 UK towns, every business the AI named had near-perfect reviews, and a small family firm with 54 reviews was recommended as readily as a city firm with over 1,200. The tools reward clear, well-evidenced quality, not sheer scale. The same logic applies to a freelancer’s testimonials and case studies.
So go through your portfolio and ask one question of each item: could a machine quote this as a fact about me? Rewrite case studies to state the client type, the problem, what you did and what changed, with a number wherever you honestly have one. Ask past clients for short written testimonials that name the outcome, and publish them as text on your site rather than burying them in an image or a PDF, because text is what gets read.
Step 5: Get other people to say your name
Everything so far is what you say about yourself. The strongest signal is what others say. AI tools weigh independent voices heavily, for the same reason a client trusts a referral over an advert: it is harder to fake.
You do not need a PR campaign. You need a steady trickle of your name appearing on sites you do not own, attached to your specialism:
- Guest articles on blogs your clients actually read, with a proper byline.
- Podcast appearances, which usually come with a show-notes page describing you in text.
- A credit on client websites where appropriate, even a simple “email copy by…” in a footer or case study.
- Quotes in industry roundups and articles, which often start with nothing more than answering a journalist’s or blogger’s callout.
One of these a month, sustained for a year, will do more for how AI describes you than any amount of tinkering with your own site.
What not to do
A cottage industry is forming around “AI optimization”, and some of it is snake oil. Skip anything that involves stuffing your pages with keywords, buying reviews, publishing thin AI-written articles under your name to look prolific, or paying a service that promises to “get you recommended by ChatGPT”. At best these do nothing. At worst they become part of your permanent, machine-read record, and the whole point of this work is that the record is what gets read.
The takeaway
You cannot sit in on the conversation between your next client and their AI assistant. But you write the source material it draws on, and right now most of your competitors are not even aware the conversation is happening.
Ask the tools about yourself today. Fix the one-line description this week. Clean up the ghost profiles this month. Then build the slow habit of earning mentions. None of it is complicated. It is simply the modern version of making sure your references say good things about you, done before anyone asks.
About the author
Jacob Whitmore is the founder of Whito, an independent UK site that helps small businesses and independents get marketing clarity: what to fix, what to cut, and what to do next. Structure before scale.