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Vantage research · November 2026 · food

What AI cites for “best chef knife”

ChatGPT cited 5 sites, Gemini cited 6 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

5 sites · opens with a sentence · has a table · opening 29 words

  1. bonappetit.com
  2. prudentreviews.com
  3. goodhousekeeping.com
  4. foodnetwork.com
  5. research-daily.report

Brands namedMAC Professional MTH-80, Classic 8" Chef's Knife, Shun Classic 8-inch, Victorinox Fibrox Pro 8-inch

Since October: new prudentreviews.com, foodnetwork.com, research-daily.report; dropped bevelandbone.com, provenpantry.com

Gemini

6 sites · opens with a sentence · no table · opening 32 words

  1. forbes.com
  2. macknife.com
  3. podcasts.apple.com
  4. koiknives.com
  5. seriouslyfastsharpening.com
  6. cnet.com

Brands namedMac Knife Professional Series 8-Inch, Style, Wüsthof Classic 8-Inch Chef's Knife, Shun Classic 8-Inch Chef's Knife, Victorinox Swiss Classic 8-Inch, Global G-2 8-Inch

Since October: new forbes.com, macknife.com, podcasts.apple.com, koiknives.com; dropped google.com

Perplexity

10 sites · opens with a sentence · no table · opening 29 words

  1. nytimes.com
  2. cnn.com
  3. foodandwine.com
  4. gq.com
  5. cnet.com
  6. americastestkitchen.com
  7. seriouseats.com
  8. wired.com
  9. techgearlab.com
  10. goodhousekeeping.com

Brands namednone

Since October: new cnn.com, foodandwine.com, cnet.com, americastestkitchen.com; dropped foodnetwork.com, forbes.com, reviewed.com, theguardian.com

Cited by more than one engine

  • goodhousekeeping.com
  • cnet.com

Is your site one of them?

Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best chef knife”, on all three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.

See the tools All results for November 2026

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.