ChatGPT employer brand tracking
Track What ChatGPT Says About Your Employer Brand
Candidates are asking ChatGPT which employers they should consider, what companies are like to work for and whether an employer matches their priorities.
BrandScore shows you what ChatGPT tells candidates about your employer, whether it recommends you, which narratives and sources shape its answers, and how you compare with the employers competing for the same talent.
What candidates ask ChatGPT about employers
Candidate research now begins in conversation. People ask ChatGPT to identify employers worth looking at, compare two organisations, assess what working somewhere may be like, and recommend employers that fit their own priorities.
- Whether an employer is worth considering at all
- Culture and day-to-day employee experience
- Career development and progression
- Leadership and management quality
- Flexibility and ways of working
- Pay and benefits
- Purpose and values
- Direct comparisons between two or more employers
Why a one-off ChatGPT test is unreliable
Asking ChatGPT about your own organisation once is a reasonable starting point, but it is not a measurement. A single answer is one sample drawn under one set of conditions, and those conditions move.
- Prompt wording
- Previous conversation context
- Location
- Language
- Model changes
- Search and retrieval behaviour
- Answer variation between repeated samples
- Whether the question names an employer or asks ChatGPT to recommend employers openly
Repeated, structured measurement across a consistent prompt set separates a persistent pattern from ordinary variation. Screenshots from occasional manual tests cannot do that, and no single ChatGPT answer represents an employer's complete AI position.
For the reasoning behind this, read why self-run AI employer brand checks mislead.
What BrandScore tracks
BrandScore runs candidate-style questions repeatedly and records what comes back, so the reported position reflects patterns rather than a single answer.
- Whether ChatGPT recommends the employer in candidate-style answers
- How often the employer appears across those answers
- Recommendation coverage across the prompt set
- Favourability of the language used about the employer
- Employer-brand narratives associated with the organisation
- Candidate Priority performance
- Sources and citations visible in the answers
- Talent competitor position in the same answers
- Changes observed across repeated measurement
Why competitor context matters
An employer's visibility does not exist on its own. AI may associate other organisations more strongly with the same candidate priority, role, industry, location or talent market, and those organisations appear in the answers your candidates read.
BrandScore shows how an employer compares with the organisations competing for the same talent. The employers surfacing in open-market candidate answers are chosen by the engine, not selected by the employer being measured.
ChatGPT is only one part of the picture
Candidates use several AI platforms, and visibility, recommendations, narratives and sources can differ between them. BrandScore's core scored measurement covers ChatGPT, Gemini and Perplexity. Claude supports selected contrast and AI Readiness analysis rather than being scored as an equivalent core engine.
Engines are not treated identically: prompts, scoring and measurement differ by engine and are reported accordingly.
Monitor your employer visibility across leading AI platforms.
What BrandScore reveals
- What AI tells candidates about the employer
- Whether AI recommends the employer
- Which employers appear instead
- How the employer compares with talent competitors
- Which narratives are associated with the employer brand
- Which sources influence AI answers
- Where supporting evidence is strong or missing
- Whether technical AI Readiness issues affect access to the employer's content
- How results change over time
BrandScore reports what it observes. It does not change or control what an AI platform answers.
How the 90-Day AI Employer Brand Discovery Programme works
The programme builds a fuller view of an employer's AI position over a defined period, rather than a single check. It combines:
- Repeated measurement
- Multiple AI platforms
- Candidate-style questions
- Recommendation monitoring
- Competitor comparison
- Narrative analysis
- Candidate Priority analysis
- Source and citation analysis
- Technical AI Readiness
- Executive reporting
Measuring repeatedly, across engines and against competitors, reduces the risks created by relying on one-off self-testing.
Frequently asked questions
Can I check my employer brand by asking ChatGPT myself?
You can run an initial check, but one conversation provides a limited view. Prompt wording, previous conversation context, location, language and answer variation can change the result. Structured measurement across repeated questions and samples provides a more reliable picture.
Why does ChatGPT give different answers to different people?
Answers can vary because of prompt wording, conversation history, location, language, model updates and the sources retrieved for the question. This is why BrandScore measures patterns across repeated candidate-style questions rather than relying on one answer.
Can BrandScore change what ChatGPT says?
BrandScore does not control AI answers. It shows employers how they are represented, whether they are recommended, which narratives and sources influence the answers, and where stronger evidence may be needed.
How often should an employer measure its ChatGPT visibility?
AI answers, models, sources and competitor positions can change. Repeated measurement helps employers distinguish a persistent pattern from normal answer variation and identify meaningful changes over time.
Which AI platforms does BrandScore assess?
BrandScore's core scored measurement covers ChatGPT, Gemini and Perplexity. Claude supports selected contrast and AI Readiness analysis. This helps employers see where answers, recommendations and sources differ across AI platforms.
How does BrandScore compare an employer with competitors?
BrandScore measures which employers appear within relevant candidate-style answers, how frequently they appear, how favourably they are represented and which narratives AI associates with them. This shows how an employer compares with organisations competing for the same talent.