Category AI Visibility Report
Baking Chips 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
≈2,346
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 Baking Chips across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 2,346 AI queries per month.
- Guittard leads the AI shelf with 17% of brand mentions, followed by Ghirardelli (16.4%) and Nestlé Toll House (6.7%). The top three hold 40.1% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Dark chocolate baking chips” (top keyword “chocolate chips dark chocolate”, ~12,100 searches/mo).
- AI answers lean on reddit.com most (23.1% 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 | Guittard | 665 | 17% |
| 2 | Ghirardelli | 643 | 16.4% |
| 3 | Nestlé Toll House | 263 | 6.7% |
| 4 | Hershey's | 241 | 6.1% |
| 5 | Lily's | 240 | 6.1% |
| 6 | Nuts.com | 177 | 4.5% |
| 7 | ChocZero | 163 | 4.2% |
| 8 | Enjoy Life | 163 | 4.2% |
| 9 | Pascha | 139 | 3.5% |
| 10 | Great Value | 127 | 3.2% |
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 |
|---|---|---|---|
| Dark chocolate baking chips | ≈620 | chocolate chips dark chocolate | 12,100 |
| Peppermint baking chips | ≈620 | baking peppermint chips | 1,000 |
| Lemon baking chips | ≈615 | lemon chips baking | 590 |
| Semi-sweet baking chips | ≈491 | ghirardelli semi sweet chocolate chips | 6,600 |
| Milk chocolate baking chips | — | milk chocolate chips | 5,400 |
| Butterscotch baking chips | — | butterscotch chips | 5,400 |
| Sugar free baking chips | — | sugar free chocolate chips | 14,800 |
| Cherry baking chips | — | cherry baking chips | 1,600 |
| Peanut butter baking chips | — | peanut butter chips | 4,400 |
| Cream cheese baking chips | — | cream cheese chips for baking | 1,000 |
| White chocolate baking chips | — | white chocolate chips | 14,800 |
| Cinnamon baking chips | — | cinnamon chips for baking | 4,400 |
| Caramel baking chips | — | caramel baking chips | 1,600 |
| Vegan baking chips | — | vegan chocolate chips | 6,600 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| reddit.com | 170 | 23.1% |
| walmart.com | 77 | 10.5% |
| guittard.com | 44 | 6% |
| target.com | 36 | 4.9% |
| hersheyland.com | 36 | 4.9% |
| kingarthurbaking.com | 30 | 4.1% |
| bonappetit.com | 30 | 4.1% |
| choczero.com | 27 | 3.7% |
Related category reports
FAQ
Which brands do AI assistants recommend most for baking chips?
Over the last 30 days the top brands by AI mention share are: Guittard (17%), Ghirardelli (16.4%), Nestlé Toll House (6.7%), Hershey's (6.1%), Lily's (6.1%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about baking chips?
GEOly estimates ~2,346 AI queries per month in this category across 14 buyer topics, led by “Dark chocolate baking chips”.
Which sources do AI engines cite for baking chips?
The most-cited domains are: reddit.com, walmart.com, guittard.com, target.com, hersheyland.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.