Vantage research · November 2026 · careers
What AI cites for “how to learn excel”
ChatGPT cited 0 sites, Gemini cited 0 sites, Perplexity cited 6 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 · has a table · opening 25 words
Answered from what the model already knows: no sites cited.
Brands namedMicrosoft Excel Training, Trump Excel, Codecademy, Coursera, Week 1, Week 2, Week 3, Week 4
Since October: dropped edu.gcfglobal.org, learn.microsoft.com, support.microsoft.com
Gemini
0 sites · opens with a sentence · no table · opening 39 words
Answered from what the model already knows: no sites cited.
Brands namedMaster the Basics, Data Entry & Formatting, Learn Essential Formulas and Functions, Core Functions, Tackle Intermediate Tools, Sorting and Filtering, VLOOKUP, Charts and Graphs
Same sites as October.
Perplexity
6 sites · opens with a sentence · no table · opening 29 words
- coursera.org
- goskills.com
- learn.microsoft.com
- ittraining.iu.edu
- trumpexcel.com
- xelplus.com
Brands namedWeek 1, Week 2, Week 3, Week 4
Since October: new ittraining.iu.edu, trumpexcel.com; dropped datacamp.com, w3schools.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “how to learn excel”, 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.