Category AI Visibility Report
Cottage Cheeses 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
≈6,579
Est. AI queries / month
12
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 12 buyer topics in Cottage Cheeses across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 6,579 AI queries per month.
- Good Culture leads the AI shelf with 29.7% of brand mentions, followed by Daisy (19.7%) and Nancy's (9.6%). The top three hold 59% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Single-serve cottage cheeses” (top keyword “cottage cheese cups”, ~1,900 searches/mo).
- AI answers lean on goodculture.com most (16.4% 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 | Good Culture | 1,323 | 29.7% |
| 2 | Daisy | 877 | 19.7% |
| 3 | Nancy's | 428 | 9.6% |
| 4 | Breakstone's | 326 | 7.3% |
| 5 | Friendship Dairies | 232 | 5.2% |
| 6 | Kalona | 205 | 4.6% |
| 7 | Great Value | 156 | 3.5% |
| 8 | Hood | 156 | 3.5% |
| 9 | Prairie Farms | 121 | 2.7% |
| 10 | R.W. Knudsen | 78 | 1.8% |
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 |
|---|---|---|---|
| Single-serve cottage cheeses | ≈2,293 | cottage cheese cups | 1,900 |
| Probiotic cottage cheeses | ≈2,195 | is cottage cheese fermented | 1,900 |
| Whole-milk cottage cheeses | ≈2,091 | whole milk cottage cheese | 1,300 |
| Small-curd cottage cheeses | — | small curd cottage cheese | 3,600 |
| Lactose-free cottage cheeses | — | lactose free cottage cheese | 27,100 |
| Low-fat cottage cheeses | — | low fat cottage cheese | 90,500 |
| Best cottage cheeses | — | cottage cheese | 246,000 |
| Dry-curd cottage cheeses | — | dry curd cottage cheese | 1,900 |
| Whipped cottage cheeses | — | whipped cottage cheese | 8,100 |
| Protein cottage cheeses | — | cottage cheese macros | 3,600 |
| Low-sodium cottage cheeses | — | low sodium cottage cheese | 49,500 |
| Clean-label cottage cheeses | — | daisy cottage cheese ingredients | 1,300 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| goodculture.com | 129 | 16.4% |
| reddit.com | 118 | 15% |
| thekitchn.com | 113 | 14.3% |
| foodnetwork.com | 52 | 6.6% |
| epicurious.com | 36 | 4.6% |
| eatingwell.com | 32 | 4.1% |
| eatthis.com | 28 | 3.6% |
| target.com | 21 | 2.7% |
Related category reports
FAQ
Which brands do AI assistants recommend most for cottage cheeses?
Over the last 30 days the top brands by AI mention share are: Good Culture (29.7%), Daisy (19.7%), Nancy's (9.6%), Breakstone's (7.3%), Friendship Dairies (5.2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about cottage cheeses?
GEOly estimates ~6,579 AI queries per month in this category across 12 buyer topics, led by “Single-serve cottage cheeses”.
Which sources do AI engines cite for cottage cheeses?
The most-cited domains are: goodculture.com, reddit.com, thekitchn.com, foodnetwork.com, epicurious.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.
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