Vantage research · November 2026 · family
What AI cites for “best lunch box ideas for kids”
ChatGPT cited 0 sites, Gemini cited 0 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 · has a table · opening 31 words
Answered from what the model already knows: no sites cited.
Brands namedMonday, Tuesday, Wednesday, Thursday, Friday, Protein, Carbohydrate, Fruit
Since October: dropped fna.usda.gov, fsis.usda.gov, heart.org
Gemini
0 sites · opens with a sentence · no table · opening 46 words
Answered from what the model already knows: no sites cited.
Brands namedRoll-Up Pinwheels, Warm & Cozy, Macaroni & Cheese, Pasta & Meatballs, Chicken Noodle Soup, Fun Shapes, Pita Pockets, Balanced "No-Cook" Assembly
Same sites as October.
Perplexity
10 sites · opens with a sentence · no table · opening 24 words
- cvs.com
- realmomnutrition.com
- nutritionsource.hsph.harvard.edu
- fit.sanfordhealth.org
- momables.com
- bhg.com.au
- feelgoodfoodie.net
- delish.com
- babyfoode.com
- cubbyathome.com
Brands namedDIY Lunchable
Since October: new fit.sanfordhealth.org, momables.com, babyfoode.com, cubbyathome.com; dropped foodnetwork.com, hersheyland.com, hgtv.com, womensweeklyfood.com.au
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best lunch box ideas for kids”, on all
three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.
More family 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.