Category AI Visibility Report
Pancake Mix 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
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Est. AI queries / month
4
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 4 buyer topics in Pancake Mix across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 0 AI queries per month.
- Krusteaz leads the AI shelf with 19.4% of brand mentions, followed by King Arthur Baking (14.7%) and Kodiak (14.6%). The top three hold 48.7% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “best pancake mix” (top keyword “pancake mix”, ~60,500 searches/mo).
- AI answers lean on foodnetwork.com most (35.9% 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 | Krusteaz | 405 | 19.4% |
| 2 | King Arthur Baking | 307 | 14.7% |
| 3 | Kodiak | 306 | 14.6% |
| 4 | Bob’s Red Mill | 216 | 10.3% |
| 5 | Birch Benders | 129 | 6.2% |
| 6 | Flourish | 105 | 5% |
| 7 | Simple Mills | 89 | 4.3% |
| 8 | Hungry Jack | 82 | 3.9% |
| 9 | Pearl Milling Company | 65 | 3.1% |
| 10 | Great Value | 56 | 2.7% |
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 |
|---|---|---|---|
| best pancake mix | — | pancake mix | 60,500 |
| protein pancake mix | — | pancake mix kodiak | 33,100 |
| gluten free pancake mix | — | gluten free pancake mix | 14,800 |
| buttermilk pancake mix | — | buttermilk pancake mix | 9,900 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| foodnetwork.com | 108 | 35.9% |
| reddit.com | 44 | 14.6% |
| thekitchn.com | 28 | 9.3% |
| krusteaz.com | 19 | 6.3% |
| bhg.com | 14 | 4.7% |
| birchbenders.com | 9 | 3% |
| target.com | 9 | 3% |
| seriouseats.com | 8 | 2.7% |
Related category reports
FAQ
Which brands do AI assistants recommend most for pancake mix?
Over the last 30 days the top brands by AI mention share are: Krusteaz (19.4%), King Arthur Baking (14.7%), Kodiak (14.6%), Bob’s Red Mill (10.3%), Birch Benders (6.2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about pancake mix?
GEOly estimates ~0 AI queries per month in this category across 4 buyer topics, led by “best pancake mix”.
Which sources do AI engines cite for pancake mix?
The most-cited domains are: foodnetwork.com, reddit.com, thekitchn.com, krusteaz.com, bhg.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.