Category AI Visibility Report
Vegetable Dips 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 Vegetable Dips across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 0 AI queries per month.
- Knorr leads the AI shelf with 10.7% of brand mentions, followed by Hidden Valley (8.4%) and Lipton (8.2%). The top three hold 27.3% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Best vegetable dips” (top keyword “veggie dip”, ~12,100 searches/mo).
- AI answers lean on consumerreports.org most (20.7% 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 | Knorr | 89 | 10.7% |
| 2 | Hidden Valley | 70 | 8.4% |
| 3 | Lipton | 68 | 8.2% |
| 4 | Marzetti Simply Dressed | 49 | 5.9% |
| 5 | Ithaca | 49 | 5.9% |
| 6 | Fresh Cravings | 38 | 4.6% |
| 7 | Simply Organic | 37 | 4.5% |
| 8 | Jimmy | 34 | 4.1% |
| 9 | Marketside | 32 | 3.9% |
| 10 | Diplicious | 32 | 3.9% |
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 vegetable dips | — | veggie dip | 12,100 |
| Non dairy vegetable dips | — | hummus recipe | 246,000 |
| Vegetable dip mix style vegetable dips | — | knorr spinach dip | 60,500 |
| Vegetable dips with cream cheese or sour cream | — | spinach artichoke dip recipe | 110,000 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| consumerreports.org | 37 | 20.7% |
| reddit.com | 30 | 16.8% |
| walmart.com | 22 | 12.3% |
| foodandwine.com | 13 | 7.3% |
| eatingwell.com | 9 | 5% |
| eathealthy365.com | 8 | 4.5% |
| eatthis.com | 6 | 3.4% |
| simplyorganic.com | 5 | 2.8% |
Related category reports
FAQ
Which brands do AI assistants recommend most for vegetable dips?
Over the last 30 days the top brands by AI mention share are: Knorr (10.7%), Hidden Valley (8.4%), Lipton (8.2%), Marzetti Simply Dressed (5.9%), Ithaca (5.9%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about vegetable dips?
GEOly estimates ~0 AI queries per month in this category across 4 buyer topics, led by “Best vegetable dips”.
Which sources do AI engines cite for vegetable dips?
The most-cited domains are: consumerreports.org, reddit.com, walmart.com, foodandwine.com, eatingwell.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.