How employer brands show up in ChatGPT.
Ask ChatGPT about working in your sector and a handful of employers get named. Everyone else is simply not in the conversation. Here is how it decides, and how to be one of the named.
ChatGPT draws on two things. Both have to work in your favour.
What it learned in training
This shapes whether your brand is a known entity at all. A recognised organisation with a clean entity gets named with confidence. An unknown one gets a vague non answer.
What it retrieves live
When ChatGPT searches the web to answer, current and accurate detail about you can make it into the reply, but only if the crawlers can reach and parse your careers content.
Why most employers are missing.
Dull and fixable. Each gap chips away at the model's confidence to name you, and confidence is exactly what citation requires.
Hidden content
Careers content locked inside a job board widget the crawlers cannot see.
No structure
No schema telling the model what your organisation and roles actually are.
No entity
No claimed knowledge graph entity, so the model has nothing authoritative to anchor to.
Thin corroboration
Your story asserted only on your own site and nowhere else on the web.
Give an honest account, in a form the model can use.
Make your careers content reachable and machine readable. Claim and complete your knowledge graph entity so the facts about your organisation are unambiguous. Earn corroboration by getting your employer story cited beyond your own domain. The discipline that covers all of this has a name: generative engine optimisation.
None of this is about gaming the model. It is about giving an accurate account of your organisation in a form it can actually use. The fastest way to know where you stand is to measure it, or to run a quick self check in five minutes first.
Common questions
Why does ChatGPT name some employers and not others?
Does ChatGPT use live web data for employer questions?
Can ChatGPT get our company wrong?
How often should we check what ChatGPT says about us?
See what ChatGPT says about you, and why.
The Recruitment Marketing Audit shows exactly how ChatGPT and the other three assistants describe you today, which signals are holding you back, and what to fix first. Getting named in the answer is its own discipline (answer engine optimisation) and the AI Visibility Audit sets out exactly what we measure.