Vantage research · November 2026 · software
What AI cites for “how to automate repetitive tasks at work”
ChatGPT cited 5 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
5 sites · opens with a sentence · has a table · opening 37 words
- learn.microsoft.com
- help.zapier.com
- chatgpt.com
- make.com
- support.microsoft.com
Brands namedEmails, Reports, Meetings, Scheduling, Follow-ups, Spreadsheets, Microsoft Power Automate, Zapier
Since October: new learn.microsoft.com, help.zapier.com, chatgpt.com, make.com; dropped asana.com, digital.gov, ibm.com, slack.com
Gemini
0 sites · opens with a sentence · has a table · opening 32 words
Answered from what the model already knows: no sites cited.
Brands namedAudit and Identify Automation Candidates, Rule-Based, Digital, No-Code, Email & Communication, Scheduling & Reminders, Test Thoroughly, Iterate Gradually
Same sites as October.
Perplexity
9 sites · opens with a sentence · no table · opening 41 words
- teamwork.com
- slack.com
- asana.com
- parseur.com
- clutch.co
- stepper.io
- otio.ai
- scribbl.co
- make.com
Brands namedMicrosoft 365, Google Workspace, Slack
Since October: new parseur.com, clutch.co, otio.ai, scribbl.co; dropped coursera.org, coworker.ai, hyperwriteai.com, linkedin.com
Cited by more than one engine
- make.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “how to automate repetitive tasks at work”, on all
three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.
More software 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.