Category AI Visibility Report
Baking Chocolate 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
≈1,166
Est. AI queries / month
11
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 11 buyer topics in Baking Chocolate across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,166 AI queries per month.
- Guittard leads the AI shelf with 24.9% of brand mentions, followed by Ghirardelli (20.1%) and Baker (18.8%). The top three hold 63.8% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Milk baking chocolate” (top keyword “sweet chocolate for baking”, ~260 searches/mo).
- AI answers lean on epicurious.com most (25.9% 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 | Guittard | 1,242 | 24.9% |
| 2 | Ghirardelli | 1,001 | 20.1% |
| 3 | Baker | 939 | 18.8% |
| 4 | Valrhona | 483 | 9.7% |
| 5 | Barry Callebaut | 463 | 9.3% |
| 6 | Lindt | 101 | 2% |
| 7 | Michel Cluizel | 95 | 1.9% |
| 8 | Great Value | 79 | 1.6% |
| 9 | Nestlé Toll House | 77 | 1.5% |
| 10 | Weinrich's | 56 | 1.1% |
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 |
|---|---|---|---|
| Milk baking chocolate | ≈394 | sweet chocolate for baking | 260 |
| Bittersweet baking chocolate | ≈390 | bittersweet baking chocolate | 320 |
| Baking chocolate for melting | ≈382 | how to melt baking chocolate | 260 |
| Baking chocolate bars | — | baking chocolate bar | 2,900 |
| White baking chocolate | — | white chocolate ganache | 5,400 |
| Best baking chocolate | — | baking chocolate | 12,100 |
| Semi-sweet baking chocolate | — | baking semi sweet chocolate | 720 |
| Unsweetened baking chocolate | — | baking chocolate unsweetened | 8,100 |
| Baking chocolate chips | — | dark chocolate chips for baking | 880 |
| Dark baking chocolate | — | baking chocolate dark | 1,300 |
| German baking chocolate | — | german chocolate for baking | 390 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| epicurious.com | 234 | 25.9% |
| reddit.com | 110 | 12.2% |
| guittard.com | 100 | 11.1% |
| kingarthurbaking.com | 89 | 9.9% |
| foodnetwork.com | 66 | 7.3% |
| foodandwine.com | 53 | 5.9% |
| ghirardelli.com | 33 | 3.7% |
| bonappetit.com | 28 | 3.1% |
Related category reports
FAQ
Which brands do AI assistants recommend most for baking chocolate?
Over the last 30 days the top brands by AI mention share are: Guittard (24.9%), Ghirardelli (20.1%), Baker (18.8%), Valrhona (9.7%), Barry Callebaut (9.3%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about baking chocolate?
GEOly estimates ~1,166 AI queries per month in this category across 11 buyer topics, led by “Milk baking chocolate”.
Which sources do AI engines cite for baking chocolate?
The most-cited domains are: epicurious.com, reddit.com, guittard.com, kingarthurbaking.com, foodnetwork.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.