Vantage research · November 2026 · careers
What AI cites for “how to ask for a promotion”
ChatGPT cited 3 sites, Gemini cited 0 sites, Perplexity cited 9 sites. No site was cited by all three.
Updated every 3 monthsNext edition 1 February 2027
ChatGPTGeminiPerplexity dots beside a site: the other engines that cite it too
ChatGPT
3 sites · opens with a sentence · has a table · opening 27 words
- indeed.com
- glassdoor.com
- leanin.org
Brands namednone
Since October: new glassdoor.com, leanin.org
Gemini
0 sites · opens with a sentence · no table · opening 39 words
Answered from what the model already knows: no sites cited.
Brands namedBuild Your Case, Make Your Pitch
Same sites as October.
Perplexity
9 sites · opens with a sentence · no table · opening 34 words
- coursera.org
- vanderhouwen.com
- careerhub.students.duke.edu
- hbsp.harvard.edu
- indeed.com
- online.usc.edu
- au.indeed.com
- td.org
- uk.indeed.com
Brands namednone
Since October: new vanderhouwen.com, careerhub.students.duke.edu, au.indeed.com, td.org; dropped adecco.com, forbes.com, linkedin.com
Cited by more than one engine
- indeed.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “how to ask for a promotion”, on all
three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.
More careers questions
Each engine was asked once, in English, as from the United States, on 2026-11-01. Answers change from run to run, so read this as a snapshot. Download the data.