Vantage research · November 2026 · careers
What AI cites for “how to write a resume”
ChatGPT cited 0 sites, Gemini cited 0 sites, Perplexity cited 10 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
0 sites · opens with a sentence · no table · opening 33 words
Answered from what the model already knows: no sites cited.
Brands namedExample, Customer Service Associate, High School Diploma, PROFESSIONAL SUMMARY, Job Title, EDUCATION, SKILLS
Since October: dropped careerservices.fas.harvard.edu, cloudfront.careeronestop.org
Gemini
0 sites · opens with a sentence · no table · opening 38 words
Answered from what the model already knows: no sites cited.
Brands namedStructure Your Resume Sections, Contact Information, Professional Summary, Skills, Education, Power Up Your Bullet Points, Weak, Format and Polish
Same sites as October.
Perplexity
10 sites · opens with a sentence · no table · opening 19 words
- adobe.com
- dgs.ca.gov
- careerguide.osu.edu
- writing.wisc.edu
- uc.edu
- canva.com
- wisconsinjobcenter.org
- dol.ny.gov
- snhu.edu
- college.lclark.edu
Brands namedProfessional Summary, Job Title, Weak, Education, Skills
Since October: new dgs.ca.gov, careerguide.osu.edu, writing.wisc.edu, uc.edu; dropped careerservices.fas.harvard.edu, indeed.com, monster.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “how to write a resume”, 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.