Vantage research · November 2026 · food
What AI cites for “best knife sharpener”
ChatGPT cited 0 sites, Gemini cited 4 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 32 words
Answered from what the model already knows: no sites cited.
Brands namedPrecision Adjust™ ELITE Knife Sharpener
Since October: dropped qz.com
Gemini
4 sites · opens with a sentence · no table · opening 34 words
- outdoorlife.com
- reddit.comcommunity
- healthyrecipes101.com
- youtube.comcommunity
Brands namedChef’s Choice Trizor XV EdgeSelect, Horl 2 Pro, Sharpal 162N Dual-Grit Diamond Whetstone
Since October: new reddit.com, healthyrecipes101.com, youtube.com; dropped foodnetwork.com
Perplexity
10 sites · opens with a sentence · no table · opening 32 words
- nytimes.com
- outdoorlife.com
- allrecipes.com
- foodnetwork.com
- cnn.com
- gearjunkie.com
- businessinsider.com
- goodhousekeeping.com
- usnews.com
- bonappetit.com
Brands namednone
Since October: new allrecipes.com, cnn.com, goodhousekeeping.com, usnews.com; dropped fieldandstream.com, forbes.com, mensjournal.com, popularmechanics.com
Cited by more than one engine
- outdoorlife.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best knife sharpener”, on all
three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.
More food 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.