Category AI Visibility Report
Canned Beans AI Visibility Report 2026: Top Brands & Buyer Topics in AI Search
Data updated 2026-08-27 · 30-day window · ChatGPT · Google AI Mode · Google AI Overviews
≈22,704
Est. AI queries / month
14
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 14 buyer topics in Canned Beans across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 22,704 AI queries per month.
- Bush leads the AI shelf with 29.5% of brand mentions, followed by Goya (16.4%) and Great Value (7.6%). The top three hold 53.5% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “black eyed canned beans” (top keyword “black eyed beans canned”, ~6,600 searches/mo).
- AI answers lean on walmart.com most (15.1% of citations) — earning presence on these sources is the shortest path to being recommended.
Brands AI recommends most
Share of brand mentions across AI answers in the last 30 days (Share of Model).
| # | Brand | AI mentions | Share |
|---|---|---|---|
| 1 | Bush | 1,577 | 29.5% |
| 2 | Goya | 879 | 16.4% |
| 3 | Great Value | 404 | 7.6% |
| 4 | Bush's Best | 213 | 4% |
| 5 | La Preferida | 213 | 4% |
| 6 | Eden Foods | 199 | 3.7% |
| 7 | S&W | 162 | 3% |
| 8 | Libby | 149 | 2.8% |
| 9 | Good & Gather | 140 | 2.6% |
| 10 | Del Monte | 128 | 2.4% |
What shoppers ask AI
Buyer topics monitored in this category, with estimated monthly AI queries and the top Google keyword behind each topic.
| Topic | Est. AI queries / mo | Top keyword | Search volume / mo |
|---|---|---|---|
| black eyed canned beans | ≈6,098 | black eyed beans canned | 6,600 |
| canned beans for soup | ≈6,059 | bean soup | 27,100 |
| black canned beans | ≈5,539 | black bean recipes | 33,100 |
| garbanzo canned beans | ≈5,008 | garbanzo beans | 74,000 |
| canned beans for chili | — | chili beans | 22,200 |
| low sodium canned beans | — | low sodium beans canned | 8,100 |
| white canned beans | — | cannellini beans | 74,000 |
| baked canned beans | — | bush's baked beans | 33,100 |
| green canned beans | — | canned green beans | 14,800 |
| refried canned beans | — | bean dip | 18,100 |
| red canned beans | — | red beans | 27,100 |
| pinto canned beans | — | pinto beans | 110,000 |
| butter canned beans | — | lima beans recipe | 14,800 |
| kidney canned beans | — | kidney beans for chili | 14,800 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| walmart.com | 108 | 15.1% |
| consumerreports.org | 99 | 13.8% |
| bonappetit.com | 86 | 12% |
| reddit.com | 55 | 7.7% |
| sporked.com | 52 | 7.3% |
| thekitchn.com | 37 | 5.2% |
| southernliving.com | 31 | 4.3% |
| goya.com | 31 | 4.3% |
Related category reports
FAQ
Which brands do AI assistants recommend most for canned beans?
Over the last 30 days the top brands by AI mention share are: Bush (29.5%), Goya (16.4%), Great Value (7.6%), Bush's Best (4%), La Preferida (4%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about canned beans?
GEOly estimates ~22,704 AI queries per month in this category across 14 buyer topics, led by “black eyed canned beans”.
Which sources do AI engines cite for canned beans?
The most-cited domains are: walmart.com, consumerreports.org, bonappetit.com, reddit.com, sporked.com. Building brand presence on these sources is the most direct way to win AI recommendations.
Methodology
GEOly continuously runs category buyer prompts across ChatGPT, Google AI Mode, Google AI Overviews and records which brands are mentioned and which sources are cited. Figures aggregate a 30-day window; AI query volumes are modeled estimates from keyword demand and AI-adoption share. Data: GEOly MCP Server, updated 2026-08-27.
See your brand inside this category
GEOly tracks how ChatGPT, Google AI Mode and Google AI Overviews mention, rank and cite your brand against every competitor above — and what to fix to win the AI shelf.