Category AI Visibility Report
Piping Bags 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
≈871
Est. AI queries / month
8
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 8 buyer topics in Piping Bags across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 871 AI queries per month.
- Ateco leads the AI shelf with 26.8% of brand mentions, followed by Wilton (24.8%) and Cookie Countess (5.4%). The top three hold 57% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Small piping bags” (top keyword “small piping bags”, ~320 searches/mo).
- AI answers lean on reddit.com most (31.6% 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 | Ateco | 971 | 26.8% |
| 2 | Wilton | 898 | 24.8% |
| 3 | Cookie Countess | 195 | 5.4% |
| 4 | The Sugar Art | 161 | 4.4% |
| 5 | Matfer | 123 | 3.4% |
| 6 | Pastry Tek | 121 | 3.3% |
| 7 | BAKE | 120 | 3.3% |
| 8 | O'Creme | 82 | 2.3% |
| 9 | KaleidaCuts | 74 | 2% |
| 10 | Sugar Love Designs | 71 | 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 |
|---|---|---|---|
| Small piping bags | ≈441 | small piping bags | 320 |
| Tipless piping bags | ≈430 | tipless piping bags | 590 |
| Piping bags for cake decorating | — | piping bags for cake decorating | 2,400 |
| Large piping bags | — | piping bags large | 390 |
| Piping bags with couplers | — | piping bags with couplers | 4,400 |
| Reusable piping bags | — | reusable piping bag | 2,900 |
| Disposable piping bags | — | disposable piping bags | 6,600 |
| Piping bags for cookie decorating | — | piping bags for cookie decorating | 1,600 |
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 | 284 | 31.6% |
| wilton.com | 139 | 15.4% |
| webstaurantstore.com | 137 | 15.2% |
| seriouseats.com | 95 | 10.6% |
| walmart.com | 67 | 7.4% |
| homedepot.com | 21 | 2.3% |
| journeymanhq.com | 19 | 2.1% |
| thesugarart.com | 19 | 2.1% |
Related category reports
FAQ
Which brands do AI assistants recommend most for piping bags?
Over the last 30 days the top brands by AI mention share are: Ateco (26.8%), Wilton (24.8%), Cookie Countess (5.4%), The Sugar Art (4.4%), Matfer (3.4%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about piping bags?
GEOly estimates ~871 AI queries per month in this category across 8 buyer topics, led by “Small piping bags”.
Which sources do AI engines cite for piping bags?
The most-cited domains are: reddit.com, wilton.com, webstaurantstore.com, seriouseats.com, walmart.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.