Draft a job post and screening questions, and catch biased wording
Turn your rough notes about a job into a clear job post and five fair screening questions, with any risky wording flagged before you post.
- Setup
- 10 min
- Saves
- About 45 min a use (our estimate)
- Level
- Easy
- Last checked
- Works with
- Any AI chat, Indeed, LinkedIn
- Step in a real app
- Described from the official help page, not run on a real account
Run once on made-up data on with Claude. One run, not proof.
Version 1 · Draft: not yet approved by the owner · How we testWhat this does
You paste rough notes about an open job. AI drafts a short post and five screening questions, and flags words that could push people away because of age, sex, national origin or similar traits. You fix the facts and post it.
This is not HR or legal advice. If unsure about a requirement or question, ask an employment lawyer or your state labor office.
Before you start
- Any AI chat (ChatGPT, Claude, Gemini, Copilot).
- Your notes: title, pay range, hours, start date, must-have skills.
- Setup: about 10 minutes the first time (our estimate).
- Privacy: describe the job, not people.
Steps
- Write down pay range, hours, days, location, start date and full- or part-time status, as Indeed recommends.
- Paste the prompt and fill in the brackets with your rough notes.
- Replace or drop each phrase on the WORDING TO CHECK list.
- Check every line against your notes. Fill in or delete anything UNCLEAR.
- Read it as a job seeker would. Would they search for this title?
- Paste the checked post into your job board's description field (Indeed, LinkedIn or your site), with the screening questions where the form allows.
The prompt
You are helping me write a job post for my small business. Use only what I give you. Don't post or send anything. Business: [business name and town] Role: [job title] Hours and schedule: [hours and days] Pay: [pay range] Start date: [date] My notes about the job: [paste your rough notes] Please give me: 1. A job post of 150-250 words with a plain, standard job title, then: what you'll do (bullets), what you need (bullets, only true must-haves), pay, hours and location. 2. Five screening questions about skills, experience or availability for this job. No questions about age, family, health, religion, national origin or other personal traits. 3. A list called WORDING TO CHECK: quote any word or phrase from my notes that could discourage people based on age, sex, race, religion, national origin, disability or similar traits, and suggest a neutral replacement. Keep those phrases out of the post. If pay, hours or a requirement is missing or unclear, write UNCLEAR instead of guessing. Don't add benefits I didn't mention.
Before and after: the made-up input, then the real output the AI gave us.
Try it with made-up data
Business: Cedar Hollow Cycle Works, Cedar Hollow. Role: bike mechanic. Hours: about 25 a week, Tuesday to Saturday, some Sundays June to August. Pay: $19 to $22 an hour depending on experience. Start: March 4, 2030.
Notes: "Need a young, energetic guy who fits our crew. Recent grads ideal. Must know how to tune derailleurs and true wheels. Lifts bikes onto the stand all day. Native English speaker since he talks to customers. Bonus if he can do e-bike stuff. Clean driving record?? not sure we need it."
What the AI gave us
Bike Mechanic (Part-Time), Cedar Hollow Cycle Works, Cedar Hollow
What you need: hands-on experience tuning derailleurs and truing wheels; able to lift bikes onto a repair stand throughout the shift; clear communication with customers. Nice to have: e-bike repair experience.
Pay: $19 to $22 an hour, depending on experience. Hours: about 25 a week, Tuesday to Saturday, plus some Sundays June to August. Start date: March 4, 2030. Driving record: UNCLEAR (your notes aren't sure this is needed; leave it out unless the job includes driving).
WORDING TO CHECK: "young, energetic" may discourage applicants over 40; try "reliable and able to keep a steady pace." "guy" and "he" may discourage women; use "you." "Recent grads ideal" may discourage older applicants; leave it out. "Native English speaker" may discourage people based on national origin; try "able to explain repairs clearly to customers in English." "Fits our crew" is vague; name the behavior you want, such as "works well on a small team."
(The screening questions are trimmed here.)
All five risky phrases were caught and kept out. A person still had to delete the UNCLEAR driving line and add a real lifting weight. The AI also missed that March 4, 2030 is a Monday, outside the Tuesday-to-Saturday schedule.
Check before you send
- Every flagged phrase is gone, including in the title.
- Each "must have" is truly needed.
- Screening questions ask only about skills, experience and availability.
- No benefits or promises you don't offer.
- You checked your state's rules on what a post must include, such as pay.
The newsletter
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Don't paste
- Names, pay, reviews or health details of staff, past or present.
- Applicants' résumés or personal details.
- Why someone left your business.
When not to use this
- Screening or ranking real applicants. A person reads each one.
- Roles with licenses, union rules or safety rules, or requirements you aren't sure are legal to list. Ask an expert first.
Questions owners ask
Can AI write a job description for me?
Yes, a first draft. Check every fact; it only knows what you told it.
What words should I avoid in a job post?
Words tied to age, sex, race, religion, national origin or disability, like "young," "guy" or "native speaker." The EEOC says job ads that show a preference or discourage people on these grounds are illegal. Describe the skill instead.
Sources
Related guides
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The newsletter
One new guide a week, free.
Start with the free starter: three short emails over your first week. First the 15-minute Start here guide, then the three jobs we'd hand to AI first, then one question about what eats your week. The first two come with a practice task and the check you do before anything goes out. After that, one new guide every Tuesday: one task, the prompt to paste and the check to do. At most one ad, always labeled.
- Day 1Your first 15 minutes with a free AI assistant
- Day 3Summarize a long email thread into decisions, open questions and next steps
Draft routine email replies in your own voice, without promises you didn't approve
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