Category AI Visibility Report
Sauces 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
≈146,163
Est. AI queries / month
26
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 26 buyer topics in Sauces across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 146,163 AI queries per month.
- Rao's Homemade leads the AI shelf with 3.8% of brand mentions, followed by Tabasco (3.4%) and Kikkoman (3.4%). The top three hold 10.6% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “sauces with horseradish” (top keyword “sauces with horseradish”, ~40,500 searches/mo).
- AI answers lean on reddit.com most (28.9% 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 | Rao's Homemade | 342 | 3.8% |
| 2 | Tabasco | 301 | 3.4% |
| 3 | Kikkoman | 300 | 3.4% |
| 4 | Lee Kum Kee | 279 | 3.1% |
| 5 | Nando's | 266 | 3% |
| 6 | Cholula | 244 | 2.7% |
| 7 | Yellowbird | 203 | 2.3% |
| 8 | Huy Fong | 187 | 2.1% |
| 9 | Frank's RedHot | 180 | 2% |
| 10 | Sweet Baby Ray's | 164 | 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 |
|---|---|---|---|
| sauces with horseradish | ≈25,383 | sauces with horseradish | 40,500 |
| sriracha sauces | ≈25,341 | sriracha sauces | 40,500 |
| pepper sauces | ≈22,151 | pepper sauces | 27,100 |
| peanut sauces | ≈22,069 | peanut sauces | 22,200 |
| pesto sauces | ≈21,687 | pesto sauces | 33,100 |
| swedish meatball sauces | ≈15,618 | swedish meatball sauces | 18,100 |
| peri peri sauces | ≈13,914 | peri peri sauces | 18,100 |
| sauces with tahini | — | sauces with tahini | 74,000 |
| pizza sauces | — | pizza sauces recipes | 40,500 |
| bbq sauces | — | barbeque sauces recipes | 49,500 |
| garlic sauces | — | garlic sauces | 18,100 |
| brown sauces | — | brown sauce sauces | 22,200 |
| sweet chili sauces | — | sweet chili sauces | 40,500 |
| cheese sauces | — | recipes for cheese sauces | 27,100 |
| hot sauces | — | hottest sauces | 90,500 |
| korean bbq sauces | — | korean bbq sauces | 22,200 |
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 | 357 | 28.9% |
| foodnetwork.com | 72 | 5.8% |
| sporked.com | 66 | 5.3% |
| thekitchn.com | 49 | 4% |
| bonappetit.com | 42 | 3.4% |
| walmart.com | 36 | 2.9% |
| epicurious.com | 35 | 2.8% |
| seriouseats.com | 33 | 2.7% |
Related category reports
FAQ
Which brands do AI assistants recommend most for sauces?
Over the last 30 days the top brands by AI mention share are: Rao's Homemade (3.8%), Tabasco (3.4%), Kikkoman (3.4%), Lee Kum Kee (3.1%), Nando's (3%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about sauces?
GEOly estimates ~146,163 AI queries per month in this category across 26 buyer topics, led by “sauces with horseradish”.
Which sources do AI engines cite for sauces?
The most-cited domains are: reddit.com, foodnetwork.com, sporked.com, thekitchn.com, bonappetit.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.