Home › Guides

How to Start an AI Resume and LinkedIn Profile Writing Service (Beginner Guide)

By Khawar Hunny · Updated October 14, 2026 · 16 min read

Job seekers everywhere struggle with the same problem: they have real skills and experience, but their resume is vague, badly formatted or written for the wrong role, and their LinkedIn profile is half empty. Writing clear, honest, well-structured resumes and LinkedIn profiles is a practical service that beginners with good writing skills can learn, and AI tools can make the drafting process faster. The catch is that this work involves people's careers and personal data, so accuracy, privacy and ethics matter more than speed. This guide walks through the skills you need, how applicant tracking systems (ATS) really fit in, an AI-assisted workflow that never invents experience, packages, portfolio samples, finding clients, pricing approaches and a 30-day plan. Results and income vary from person to person and are not guaranteed.

What clients are actually buying

A resume writing client is rarely paying for "words." They are paying for clarity and confidence. Typical clients include fresh graduates who do not know how to present projects and internships, professionals switching industries, people returning to work after a gap, and experienced staff whose old resume no longer reflects their responsibilities. Common deliverables are:

A rewritten resume or CV tailored to a target role or industry.
A cover letter template the client can adapt for each application.
An optimised LinkedIn profile: headline, About section, experience entries and skills.
A short guide explaining how to tailor the resume for each job posting.

You cannot promise interviews or job offers, because hiring depends on the market, the employer and the candidate. What you can promise is a document that is clear, accurate, well structured and relevant to the roles the client is targeting.

Skills you need before you add AI

AI does not replace the core skills of this service. Before offering it, make sure you can do the following well:

Write concise, error-free English (and other languages if you offer them).
Turn vague duties into specific, truthful achievement statements, for example from "responsible for social media" to "planned and posted weekly content for the company's Instagram and Facebook pages."
Interview a client and ask follow-up questions that uncover results, tools and responsibilities.
Understand basic differences between resume conventions in different markets, such as whether photos, date of birth or full addresses are expected or discouraged. Norms vary by country and industry, so research the client's target market.
Format a clean document in Word or Google Docs without fancy layouts that break.

If your writing still needs work, practise first. Our guide on earning with AI-assisted writing explains why human editing skills remain the real value.

ATS basics, explained honestly

An applicant tracking system is software that many employers use to collect, store, search and filter job applications. You will see dramatic claims online that ATS "rejects most resumes automatically" or that a secret format guarantees you will "beat the ATS." Be careful with such claims. Systems differ, employers configure them differently, and in many cases recruiters still search and review candidates themselves. What you can say honestly is that a resume should be easy for both software and humans to read. Practical guidelines:

Use standard section headings such as "Experience," "Education" and "Skills."
Avoid putting important text inside images, text boxes, headers or complex multi-column tables, since some systems may not read them reliably.
Use a common file format the employer requests, often PDF or DOCX.
Mirror relevant keywords from the job description only where they truthfully match the client's experience. Keyword stuffing and hidden text are dishonest and can look bad when a human reads the resume.
Keep dates, job titles and company names consistent and clear.

Avoid selling an "ATS score" as if it were an official measure. Online checker tools can give useful hints, but they are not the employer's system.

An AI-assisted workflow that keeps you honest

A reliable workflow keeps AI in the drafting seat and you in the editing and verification seat. A simple version:

Intake questionnaire: send a form asking for the current resume, target roles, job links, work history, responsibilities, tools used, measurable results the client can personally confirm, education, certifications, languages and anything they do not want included.
Discovery call: spend 20 to 30 minutes asking follow-up questions. Many of the best achievement statements come from this conversation, not from the old resume.
Anonymise before using AI: remove or replace names, phone numbers, emails, addresses, ID numbers and employer names where possible before pasting anything into an AI tool.
Drafting: ask the AI to restructure the content and suggest stronger phrasing, using only the facts you provide. For example: "Rewrite these experience notes into four concise resume bullet points for a junior marketing coordinator role. Use only the facts below. Do not add numbers, tools or achievements that are not listed."
Human editing: rewrite anything generic, remove clichés like "results-driven team player," fix tone and check that every bullet is relevant to the target role.
Fact-check with the client: send the draft with a note asking them to confirm every claim, number, date and title. Never invent experience, degrees, skills, metrics or employers. If AI adds a figure like "increased sales by 30%," delete it unless the client confirms it is true and can explain it in an interview.
Final formatting and delivery: produce clean files, a LinkedIn text document and short tailoring instructions.

For better drafting prompts, see our guide on writing better AI prompts.

LinkedIn profile writing: what to cover

LinkedIn work is related to resume writing but has a different tone. A resume is a targeted document for a specific application, while a LinkedIn profile is a public, searchable page that should still read naturally. Focus on:

Headline: a clear statement of role and focus, rather than only "Looking for opportunities."
About section: a short first-person summary of what the client does, their strengths, the problems they solve and what they are looking for.
Experience entries: concise achievements consistent with the resume.
Skills: relevant, truthful skills the client can discuss in an interview.
Practical tips: a professional photo, a custom profile URL, and asking former colleagues for genuine recommendations.

Since the client owns their account, give them the text to paste in rather than asking for their password. Logging into a client's LinkedIn account may also conflict with LinkedIn's user agreement.

Packages you can offer

Packages make your service easy to understand and buy. You might structure them like this:

Basic: resume rewrite for one target role, one round of revisions.
Standard: resume plus cover letter template plus LinkedIn headline and About section.
Premium: resume, cover letter, full LinkedIn profile, a discovery call and two rounds of revisions.
Add-ons: resume tailored to an additional job posting, a second language version, or faster delivery.

Define what each package includes, how many revisions are allowed, the delivery time and what you need from the client before the clock starts.

Portfolio samples with fictional people

You cannot publish real client documents without written permission, and even then it is safer to anonymise them. Instead, build a portfolio of clearly labelled fictional samples. For example, create "Sample: Ayesha Khan (fictional), fresh computer science graduate" or "Sample: Daniel Brooks (fictional), retail supervisor moving into operations." Write a "before" version with typical problems and an "after" version that shows your improvements. Add a note at the top of each sample saying it is a fictional person created for demonstration, so nobody mistakes it for a real profile. Two to four good samples across different career stages are usually enough to show your range.

Finding clients

Fiverr and Upwork: both have resume and LinkedIn writing categories. Write a specific gig or profile, show your fictional samples, and start with a focused niche like fresh graduates or career changers.
LinkedIn itself: post practical tips about resumes and profiles, and comment helpfully on job-seeking posts. Avoid spamming people with direct messages.
Local universities and colleges: career offices, student societies and alumni groups sometimes look for resume workshops or reviews. Offer a short free session in exchange for permission to share your services with students.
Referrals: friends, family and former classmates who are job hunting can be early clients; ask them for honest feedback and, with permission, a review.
Niche communities: groups for nurses, engineers, teachers or remote workers often discuss job applications. Contribute advice before promoting anything.

Our guide on AI tools for freelancers covers proposal writing and client communication tools that also help here.

Privacy of client data in AI tools

Resumes contain personal information: names, contact details, addresses, employment history and sometimes visa or health-related details. Treat this data carefully:

Ask the client for consent before you use any AI tool on their information, and explain how you use it.
Anonymise text before pasting it into an AI tool whenever possible.
Read each tool's privacy settings and data-use policies; some offer options to stop chats from being used for model training, and business plans may have different terms.
Do not store client files longer than needed, and delete them on request.
Never ask for ID card copies, bank details or passwords; you do not need them to write a resume.

Ethics: lines you should not cross

Some clients will ask you to add fake degrees, invent job titles, inflate years of experience or write that they "led" projects they only supported. Refuse politely. False information can lead to withdrawn offers or dismissal later, and it damages your reputation. Similarly, do not complete job applications, tests or interviews on behalf of clients, and do not write fake recommendations. Your job is to present the truth as clearly and persuasively as possible.

Pricing approaches

Prices for resume and LinkedIn writing vary by market, experience level, career level of the client and turnaround time, so avoid copying someone else's number. Common approaches:

Package pricing, as above, so clients can choose based on their needs.
Career-level pricing, charging more for senior profiles that need more interviewing and editing.
Hourly estimates for unusual projects, such as academic CVs with long publication lists.
Introductory pricing for your first few clients, clearly temporary, in exchange for honest feedback.

Track how long each order really takes, including calls and revisions, so you can adjust your prices to something sustainable. Earnings vary and you should expect a slow start.

A 30-day plan

Week 1: study resume conventions in your target market, read many sample job descriptions in one niche, and draft your intake questionnaire and contract or terms.

Week 2: create three fictional before-and-after resume samples and one fictional LinkedIn profile sample, clearly labelled. Test your AI workflow and privacy steps on these samples.

Week 3: set up a Fiverr gig or Upwork profile, publish a few helpful LinkedIn posts, and offer two or three discounted reviews to people in your network in exchange for feedback.

Week 4: contact a university career office or student society to offer a free workshop, improve your packages based on feedback, and document your workflow so each order follows the same quality checks.

Common mistakes

Letting AI add achievements, metrics or skills the client never mentioned.
Using the same generic summary for every client.
Promising interviews, job offers or a guaranteed "ATS pass."
Designing heavily graphic resumes that are hard to read.
Pasting full personal details into AI tools without consent.
Skipping the client fact-check step.

Frequently asked questions

Do I need HR experience to offer this service?

It helps, but it is not required. Strong writing, research into hiring norms in your target market and careful client interviews matter most. Be honest about your background in your profile.

Can AI write the whole resume?

AI can draft and restructure, but it does not know the client's real experience and may add generic or false details. Human interviewing, editing and fact-checking are what make the result trustworthy.

Is it ethical to use AI for resumes?

Yes, if you are transparent with clients, protect their data and only include truthful information. The ethical problems come from invented experience, not from using a drafting tool.

How long should a resume be?

It depends on career stage, country and industry. Many early-career resumes fit on one page, while experienced professionals may need two. Follow the norms of the client's target market.

How much can I earn?

That varies widely with your skills, niche, pricing, platform and how many clients you can serve well. There is no guaranteed income, so start with realistic expectations.

Related guides on this site

Final thoughts

A resume and LinkedIn writing service works best when AI handles the first draft and you handle everything that requires judgment: interviewing, editing, tailoring, fact-checking and protecting client data. Never invent experience, avoid exaggerated ATS promises, and give clients documents they can confidently defend in an interview. Start with a focused niche, clearly labelled fictional samples and a repeatable workflow, then grow through quality and referrals. Income varies, but trustworthy work builds a reputation over time.

This article is for general information only. Tool features and free plans change often; please confirm details on each provider's official website.