Category AI Visibility Report
Horseradish 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
≈1,005
Est. AI queries / month
6
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 6 buyer topics in Horseradish Sauces across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,005 AI queries per month.
- Inglehoffer leads the AI shelf with 13.7% of brand mentions, followed by SilverSpringsWW (12.5%) and Woeber's Sandwich Pal (10.2%). The top three hold 36.4% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “horseradish sauces for salmon” (top keyword “horseradish sauce for salmon”, ~390 searches/mo).
- AI answers lean on sporked.com most (22.4% 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 | Inglehoffer | 237 | 13.7% |
| 2 | SilverSpringsWW | 216 | 12.5% |
| 3 | Woeber's Sandwich Pal | 177 | 10.2% |
| 4 | St. Elmo Steak House | 143 | 8.3% |
| 5 | Beaver | 71 | 4.1% |
| 6 | Stonewall Kitchen | 55 | 3.2% |
| 7 | Williams Sonoma | 53 | 3.1% |
| 8 | Tulkoff | 46 | 2.7% |
| 9 | Bookbinder's | 40 | 2.3% |
| 10 | Arby's | 39 | 2.3% |
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 |
|---|---|---|---|
| horseradish sauces for salmon | ≈508 | horseradish sauce for salmon | 390 |
| beet horseradish sauces | ≈497 | polish horseradish with beets | 170 |
| mustard horseradish sauces | — | mustard horseradish sauce | 880 |
| creamy horseradish sauces | — | horseradish cream sauce | 6,600 |
| best horseradish sauces | — | horseradish sauce | 40,500 |
| horseradish sauces for steak | — | horseradish sauce for steak | 2,400 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| sporked.com | 65 | 22.4% |
| reddit.com | 56 | 19.3% |
| silverspringfoods.com | 54 | 18.6% |
| walmart.com | 30 | 10.3% |
| tastingtable.com | 25 | 8.6% |
| theanthonykitchen.com | 12 | 4.1% |
| food.com | 11 | 3.8% |
| chowhound.com | 10 | 3.4% |
Related category reports
FAQ
Which brands do AI assistants recommend most for horseradish sauces?
Over the last 30 days the top brands by AI mention share are: Inglehoffer (13.7%), SilverSpringsWW (12.5%), Woeber's Sandwich Pal (10.2%), St. Elmo Steak House (8.3%), Beaver (4.1%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about horseradish sauces?
GEOly estimates ~1,005 AI queries per month in this category across 6 buyer topics, led by “horseradish sauces for salmon”.
Which sources do AI engines cite for horseradish sauces?
The most-cited domains are: sporked.com, reddit.com, silverspringfoods.com, walmart.com, tastingtable.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.