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ChatGPT should not invent vacancies. Give it a live source.

A normal chat cannot guarantee that a vacancy is current or even real. If a connected job-search app is available in your ChatGPT account, it can ground the answer in live listings. Here is how to frame the search—and what to do when no suitable connection is available.

By Julien · Published 20 August 2026

01

Why an unconnected chat can invent job listings

A language model can produce a convincing vacancy-shaped answer without checking a live jobs database. A plausible title, real employer, and suitable location still do not prove that the position is open.

This failure is difficult to spot precisely because the result reads well. Treat every listing as unverified unless it links back to a current page supplied by a connected search source.

A connection changes the task: the model organises listings retrieved from another service instead of composing the listings itself.

02

Use a connected job-search app when one is available

Open the apps or integrations area in ChatGPT and look for the job-search service you use. Availability and connection options can vary by account, workspace, and country.

When the app supports account connection, review the permissions before authorising it. A saved profile can improve relevance, but the original listing remains the source of truth.

  • Start the prompt with the connected app’s mention when the interface supports it.
  • Open every promising result on the provider’s own site before applying.
  • If no live connection is available, use the research-method prompt below instead of asking for current vacancies.
03

The connected-search prompt

Replace every bracketed field before sending the prompt. The constraints make the ranking useful; the two final rules prevent the model from filling gaps with invented listings.

Connected job-search prompt
@Indeed

Help me find current vacancies that genuinely match my profile.

My profile:
- Target role: [ROLE]
- Location: [TOWN OR CITY], within [DISTANCE] miles
- Working pattern: [FULL TIME, PART TIME, FOUR DAYS, ETC.]
- Contract type: [PERMANENT, FIXED TERM, INTERNSHIP, CONTRACT, ANY]
- Experience: [NUMBER] years in [FIELD]
- Non-negotiable: [EXAMPLE: two remote days each week, no weekend travel, minimum salary]

What I need:

1. No more than ten current vacancies, ordered from strongest to weakest match. For each one, give the exact job title, employer, location, contract type, and one sentence explaining the match.

2. Summarise what those adverts have in common: recurring skills, tools, and job titles.

3. For the top three, identify what my application may be missing.

Two rules:
- Do not invent a vacancy. Include only listings returned by the connected search source.
- If fewer than ten suitable vacancies are available, say so instead of padding the list.
04

Fill the brackets precisely

Use a town or city rather than a whole country. A national search quickly buries the few positions you could realistically accept.

Describe the working pattern in the language employers use locally: full time, four days, 0.8 FTE, part time, hybrid, or remote are not interchangeable filters.

Do not skip the non-negotiable field. A minimum salary, travel limit, or remote-work requirement removes more irrelevant results than another vague title keyword.

05

Follow-up questions that make the list useful

The first answer is only a shortlist. Continue in the same conversation so the model can compare the retrieved adverts rather than starting from assumptions again.

  • Compare vacancies 2, 5, and 7: which requires the fewest skills I am missing?
  • For vacancy 3, list five requirements that my resume does not currently evidence.
  • Which related job titles should I search next?
  • Summarise the recurring tools and qualifications without adding anything absent from the adverts.
06

When no connected search is available

Do not ask an unconnected model for live vacancies. Ask for a search method: where to look, which queries to use, related titles, and what to verify in your resume.

Fallback prompt without a live source
I am looking for a [ROLE] position in [TOWN OR CITY], with a [WORKING PATTERN].

Do not give me job listings: you do not have a verified live source in this chat, and I do not want invented examples.

Instead, give me:

1. The places where this role is commonly advertised in this location: general job boards, specialist platforms, and likely employers' careers pages.

2. The exact search query to use on each site.

3. Related job titles I should search because employers use different names for similar work.

4. Ten skills and tools I should expect to find in those adverts, so I can check whether my resume mentions them accurately.
07

What the tools still do not do for you

Apply through the employer or job board’s official process. A connected app can help you discover and compare opportunities; it does not make the application decision for you.

The extracted keywords matter only when they truthfully describe your experience and appear in a resume that both recruiters and applicant-tracking systems can read.

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How to use ChatGPT for your job search — Ready4Jobs