Job seekers increasingly search with ChatGPT. With your own ChatGPT app, they search your open jobs in their own words, compare them and check whether a job fits their hours, license, education and languages. Applications go straight to your own website, and the app never asks for personal data.
This service is for staffing and recruitment agencies, and for employers with many open roles.
Job seekers have questions a job board filter can't answer. Can I do this job without a degree if I have experience? Are there night shifts? Do I need my own car? Can I work 32 hours? Today they read every posting, or they call your recruiters with the same questions over and over.
With a ChatGPT app, job seekers ask in their own words and get answers from your own job data: matching jobs, a side-by-side comparison and a fit check against what they tell you. Applications go to your own website, not to a job board such as Indeed or LinkedIn.
Live demo
Look for a hybrid job in Charlotte paying $80k or more, a warehouse job with day shifts and no driver's license, or ask whether you can apply for the data analyst role without a degree. Click a job for all details.
Fictional jobs and employers. The app never asks for personal data; applying happens on the agency's website. Answers come from an AI model (Claude) that uses the same search tool as the real ChatGPT app below. Inside ChatGPT, ChatGPT does this part.
Or try the real app in ChatGPT
The same demo runs as a working ChatGPT app. Add it as a custom app with this server URL:
https://etiennegozems.com/mcp/demo-staffingWhether you can add custom apps depends on your ChatGPT plan and workspace settings.
Fewer repeat questions
Hours, shifts, pay, requirements and benefits: the app answers from your job data, so recruiters spend their time on real conversations.
Better-matched applicants
Candidates check whether a job fits before they apply, which means fewer applications that don't match and more that do.
Every job gets found
Job seekers describe what they want, and the app finds jobs they would never have searched for by title.
Insight into demand
You see what job seekers search for: hours, remote work, pay, shifts and fields. Useful for your clients and your job descriptions.
No personal data in the app
The app never asks for a name, resume, age or contact details. Candidates share those only on your own application form.
Fair by design
The app searches and checks on job requirements only, never on age, gender, origin or other personal characteristics, in line with equal employment rules.
Only your data
Pay, requirements and benefits come from your own postings. The fit check is clearly marked as guidance; the recruiter decides.
Your job feed
A read-only connection to your ATS, job feed or website. Filled jobs disappear and new jobs show up automatically.
Intro call
We look at your job feed, your regions and the questions your recruiters get most.
Pilot on one region or business line
A working app on part of your jobs, which your recruiters can test in ChatGPT.
Refine with real candidate questions
We test the questions candidates actually ask and improve the answers, cards and fit check.
Submit and launch
I help you through OpenAI's review so job seekers can find and add your app.
Evaluate and expand
After the pilot, we review the searches and applications together, and you decide whether to expand.
Job seekers need to find and add your app, and ChatGPT won't suggest it for every general question. Whether ChatGPT mentions your agency depends on your visibility across the web. The SEO & AI Visibility Review shows where you stand.
For other catalogs, see ChatGPT app development.
Pilot on one region or business line
Search on your own job feed
Job cards, comparisons and a fit check inside ChatGPT
No personal data in the app
Links to your own application pages, tagged
Support with OpenAI submission and review
Let's look at your job feed and whether a pilot on one region or business line makes sense. You get a fixed proposal after a short data check.
Book a free intro call Try the live demoGet in touch to discuss your project requirements and how this service can help you achieve your goals.
Or email me directly: etienne@etiennegozems.com