AI visibility in Food, Beverages & Tobacco (United States)
71% of 160 Food, Beverages & Tobacco category terms show an AI Overview in United States. See which sources it cites, which Shopify stores make it in, and which collection pages get cited.
Based on 160 Food, Beverages & Tobacco category terms we measure in United States, each recorded once (latest 2026/10/12). AI Overviews vary by user and time; these pages show what Google returned then, not a complete count. How we measure
Who gets cited
Cited sources by kind across the measured terms that showed an AI Overview. "Directory stores" are Shopify stores we index; retailers outside the directory may also run Shopify.
- Shopify store 9%
- Retailer 16%
- Marketplace 2%
- Video 20%
- Forum 3%
- Social 5%
- Reference 27%
- Publisher 4%
- Other 13%
Most-cited sources
| Source | Kind | Citations | Terms | DR |
|---|---|---|---|---|
| youtube.com | Video | 118 | 72 | 70+ |
| en.wikipedia.org | Reference | 78 | 67 | 70+ |
| facebook.com | Social | 21 | 19 | 70+ |
| reddit.com | Forum | 17 | 17 | 70+ |
| britannica.com | Reference | 12 | 11 | 70+ |
| healthline.com | Reference | 11 | 11 | 70+ |
| nutritionsource.hsph.harvard.edu | Reference | 8 | 8 | 70+ |
| instagram.com | Social | 7 | 6 | 70+ |
| walmart.com | Marketplace | 6 | 6 | 70+ |
| foodnetwork.com | Other | 5 | 5 | 70+ |
| thekitchn.com | Other | 5 | 5 | 70+ |
| merriam-webster.com | Reference | 5 | 5 | 70+ |
| cwspirits.com | Shopify store | 5 | 5 | 50–69 |
| pmc.ncbi.nlm.nih.gov | Reference | 4 | 4 | 70+ |
| amazon.com | Marketplace | 4 | 4 | 70+ |
| seriouseats.com | Other | 3 | 3 | 70+ |
| curiada.com | Shopify store | 3 | 3 | 30–49 |
| foodandwine.com | Retailer | 3 | 3 | 70+ |
| health.harvard.edu | Reference | 3 | 3 | 70+ |
| totalwine.com | Retailer | 3 | 3 | 70+ |
| woodencork.com | Shopify store | 3 | 3 | 70+ |
| simple.wikipedia.org | Reference | 3 | 3 | 70+ |
| allrecipes.com | Other | 3 | 3 | 70+ |
| vinepair.com | Publisher | 3 | 3 | 70+ |
| cancer.gov | Reference | 2 | 2 | 70+ |
Shopify stores cited
| Store | Citations | Terms | DR | Visits / mo |
|---|---|---|---|---|
| Country Wine & Spiritscwspirits.com | 5 | 5 | 50–69 | 61.3K |
| Curiadacuriada.com | 3 | 3 | 30–49 | 42.7K |
| Wooden Corkwoodencork.com | 3 | 3 | 70+ | 259.2K |
| Brightlandbrightland.co | 2 | 2 | 70+ | 51.2K |
| Sake High!sakehigh.com | 2 | 1 | <30 | 5.7K |
| Coravin UScoravin.com | 2 | 2 | 50–69 | 75.3K |
| The Liquor Brostheliquorbros.com | 2 | 2 | 30–49 | 97.1K |
| Mahogany Smoked Meatssmokedmeats.com | 1 | 1 | 30–49 | 20.3K |
| King Floyd's Bar Provisionskingfloyds.com | 1 | 1 | 30–49 | 3.2K |
| All The Bitterallthebitter.com | 1 | 1 | 50–69 | 11.5K |
| High Camphighcampflasks.com | 1 | 1 | 30–49 | 47.8K |
| Tamborine Mountain Distillerytamborinemountaindistillery.com | 1 | 1 | 30–49 | 7.9K |
| Serenity Kidsmyserenitykids.com | 1 | 1 | 50–69 | 113.6K |
| Its Delishitsdelish.com | 1 | 1 | 30–49 | 18.2K |
| LARK Distillerylarkdistillery.com | 1 | 1 | 50–69 | 28.3K |
| Napa Valley Wine Academynapavalleywineacademy.com | 1 | 1 | 50–69 | 39.2K |
| Opificio 77opificio77.com | 1 | 1 | <30 | 7.4K |
| Hard Candyhardcandy.com | 1 | 1 | 30–49 | 50.1K |
| 6767wine.com | 1 | 1 | 30–49 | 19K |
| Onyx Coffee Labonyxcoffeelab.com | 1 | 1 | 50–69 | 214.7K |
| LoveScotch.comlovescotch.com | 1 | 1 | 30–49 | 51K |
| TruBeef Organictruorganicbeef.com | 1 | 1 | <30 | 40.9K |
| Stumptown Coffeestumptowncoffee.com | 1 | 1 | 70+ | 160.2K |
| Philly Fair Trade Roastersphillyfairtrade.com | 1 | 1 | <30 | 8.7K |
| BevMo!bevmo.com | 1 | 1 | 50–69 | 718.2K |
Collection pages cited
The collection pages AI Overviews cite for these terms, with what they look like — the pages to learn from. Words and product counts are read from the page; 0 means the page could not be parsed.
| Page | Citations | Words | Products | FAQ | DR |
|---|---|---|---|---|---|
| The Nutrition Sourcenutritionsource.hsph.harvard.edu · salt, salts | 2 | 3855 | 0 | No | 70+ |
| 67wine.com67 · gin | 1 | 1 | 40 | No | 30–49 |
| ABC Fine Wine & Spiritsabcfws.com · vodka | 1 | 1263 | 0 | No | 50–69 |
| All The BitterAll The Bitter · bitters | 1 | 3518 | 10 | No | 50–69 |
| San Diego Zoo Animals & Plantsanimals.sandiegozoo.org · dragon fruit | 1 | 845 | 0 | No | 70+ |
| NonAthletic Brewing Company · non alcoholic beer | 1 | 362 | 25 | Yes | 70+ |
| Asheville Dispensaryavldispensary.com · thca flower | 1 | 4629 | 0 | No | 30–49 |
| Baker by Naturebakerbynature.com · toffee | 1 | 1182 | 0 | No | 50–69 |
| barbank.comBarbank · mezcal | 1 | 601 | 61 | No | 30–49 |
| Best Buy Liquorsbestbuyliquors.com · rum | 1 | 49 | 0 | No | <30 |
| Bread Dadbreaddad.com · spreads | 1 | 1065 | 0 | No | 30–49 |
| Carnation Farmscarnationfarms.org · lamb | 1 | 2284 | 0 | Yes | 30–49 |
| Culinary Gingerculinaryginger.com · dips | 1 | 2540 | 0 | No | 50–69 |
| CuriadaCuriada · bitters | 1 | 1781 | 42 | No | 30–49 |
| CuriadaCuriada · liqueur | 1 | 2099 | 215 | No | 30–49 |
| CuriadaCuriada · whiskey | 1 | 1774 | 246 | No | 30–49 |
| Country Wine & SpiritsCountry Wine & Spirits · liqueur | 1 | 629 | 37 | Yes | 50–69 |
| Country Wine & SpiritsCountry Wine & Spirits · spirits | 1 | 987 | 64 | Yes | 50–69 |
| Country Wine & SpiritsCountry Wine & Spirits · tequila | 1 | 1667 | 51 | Yes | 50–69 |
| Country Wine & SpiritsCountry Wine & Spirits · vodka | 1 | 1026 | 60 | Yes | 50–69 |
| Country Wine & SpiritsCountry Wine & Spirits · whiskey | 1 | 1771 | 60 | Yes | 50–69 |
| American Diabetes Associationdiabetes.org · fruits | 1 | 519 | 0 | No | 70+ |
| DrinksWorlddrinksworld.com · liqueur | 1 | 3080 | 0 | No | 30–49 |
| eggen.wiktionary.org · egg | 1 | 6009 | 0 | No | 70+ |
| Fiore Foodsfiorefoodscanada.com · spices | 1 | 957 | 0 | No | <30 |
| University of Nebraska–Lincolnfood.unl.edu · jam | 1 | 4376 | 0 | No | 70+ |
| foodprint.orgfoodprint.org · fruits | 1 | 31 | 0 | No | 70+ |
| foodprint.orgfoodprint.org · dragon fruit | 1 | 546 | 0 | No | 70+ |
| Native Plant Trustgobotany.nativeplanttrust.org · tobacco | 1 | 1635 | 0 | No | 70+ |
| Gold SpectrumGold Spectrum · thca flower | 1 | 895 | 25 | Yes | <30 |
Terms
The vertical's category terms by demand, whether their search results show an AI Overview, and how many sources and Shopify stores are cited.
| Term | Demand | AI Overview (when recorded) | Citations | Stores cited |
|---|---|---|---|---|
| turkey | 100k+ | No | 0 | 0 |
| water | 100k+ | Yes | 2 | 0 |
| ice cream | 100k+ | No | 0 | 0 |
| chicken | 100k+ | No | 0 | 0 |
| fish | 100k+ | Yes | 6 | 0 |
| dragon fruit | 100k+ | Yes | 4 | 0 |
| pasta | 100k+ | No | 0 | 0 |
| dessert | 100k+ | No | 0 | 0 |
| cookies | 100k+ | No | 0 | 0 |
| popcorn | 100k+ | Yes | 3 | 0 |
| cheese | 100k+ | Yes | 6 | 0 |
| snacks | 100k+ | Yes | 1 | 0 |
| tequila | 100k+ | Yes | 6 | 2 |
| vegetables | 100k+ | Yes | 5 | 0 |
| chips | 100k+ | No | 0 | 0 |
| bread | 100k+ | No | 0 | 0 |
| alcohol | 100k+ | Yes | 5 | 0 |
| tea | 100k+ | Yes | 2 | 1 |
| milk | 100k+ | Yes | 5 | 0 |
| kombucha | 100k+ | Yes | 7 | 0 |
| cider | 100k+ | No | 0 | 0 |
| egg | 100k+ | Yes | 6 | 0 |
| fruits | 100k+ | Yes | 5 | 0 |
| healthy snacks | 100k+ | Yes | 2 | 0 |
| cereal | 100k+ | No | 0 | 0 |
| eggs | 100k+ | No | 0 | 0 |
| lunch | 100k+ | No | 0 | 0 |
| salt | 100k+ | Yes | 6 | 0 |
| beans | 100k+ | Yes | 9 | 0 |
| bakery | 100k+ | No | 0 | 0 |
How this is built: for every category term in the vertical that at least ten Shopify stores have a collection page for, we record the Google search results in this market and the sources its AI Overview cites. Cited collection pages are read for their word count, product grid and FAQ. Domain Rating by Ahrefs; exact values for signed-in users, bands otherwise.
Computed 2026/11/02. Recomputed nightly. Domain ratings are shown as bands.
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