Vantage research · November 2026 · food
What AI cites for “best grocery delivery service”
ChatGPT cited 5 sites, Gemini cited 6 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 · no table · opening 28 words
- walmart.com
- shipt.com
- amazon.com
- papaspuds.com
- instacart.com
Brands namedWalmart+, Instacart, Shipt, Amazon Fresh, Papa Spud's, Walmart, Lowes Foods, Food Lion
Since October: new amazon.com, papaspuds.com; dropped ubereats.com
Gemini
6 sites · opens with a sentence · no table · opening 19 words
- deonde.co
- wetried.it
- grocerychop.com
- owndeliv.com
- cnet.com
- yoyumm.com
Brands namedWalmart+ Delivery, Instacart, Shipt, Amazon Fresh, DoorDash
Since October: new wetried.it, grocerychop.com, cnet.com, yoyumm.com; dropped goodhousekeeping.com, nbcnews.com
Perplexity
9 sites · opens with a sentence · has a table · opening 22 words
- fortune.com
- cnet.com
- healthline.com
- nbcnews.com
- active.com
- forbes.com
- gq.com
- everydayhealth.com
- usatoday.com
Brands namednone
Since October: new forbes.com, gq.com, usatoday.com; dropped goodhousekeeping.com, ncoa.org, reviewed.com, thepennyhoarder.com
Cited by more than one engine
- cnet.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best grocery delivery service”, 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.