Vantage research · November 2026 · careers
What AI cites for “best job search sites”
ChatGPT cited 10 sites, Gemini cited 8 sites, Perplexity cited 9 sites. 1 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
10 sites · opens with a sentence · no table · opening 29 words
- linkedin.comcommunity
- indeed.com
- ziprecruiter.com
- glassdoor.com
- snagajob.com
- usajobs.gov
- flexjobs.com
- google.com
- money.com
- upwork.com
Brands namedLinkedIn Jobs, Indeed, ZipRecruiter, Glassdoor, Snagajob, USAJOBS, FlexJobs, Google Jobs
Since October: new snagajob.com, google.com, money.com; dropped apollotechnical.com, dice.com
Gemini
8 sites · opens with a sentence · no table · opening 32 words
- frontlinesourcegroup.com
- money.com
- pin.com
- dashboard.applyre.com
- edvisors.com
- biginterview.com
- en.wikipedia.org
- monster.com
Brands namedHourly, Tech, Nonprofits & Social Impact, US Federal Government, Strategy Tip for Your Search
Since October: new frontlinesourcegroup.com, pin.com, dashboard.applyre.com, edvisors.com; dropped flexjobs.com
Perplexity
9 sites · opens with a sentence · no table · opening 17 words
- roberthalf.com
- money.com
- upwork.com
- wwd.com
- techradar.com
- g2.comcommunity
- learn.g2.comcommunity
- careers.usnews.com
- zdnet.com
Brands namedIndeed, LinkedIn Jobs, Glassdoor, ZipRecruiter, FlexJobs, USAJOBS, Dice, Wellfound
Since October: new wwd.com, g2.com, careers.usnews.com, zdnet.com; dropped chime.com, flexjobs.com, huntr.co, reviewed.com
Cited by more than one engine
- money.com
- upwork.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best job search sites”, 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.