Category AI Visibility Report
Snow Shovels 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
≈3,340
Est. AI queries / month
9
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 9 buyer topics in Snow Shovels across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 3,340 AI queries per month.
- Ames True Temper leads the AI shelf with 25.4% of brand mentions, followed by Garant (12%) and Snow Joe (8%). The top three hold 45.4% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Heavy-duty snow shovels” (top keyword “snow shovels heavy duty”, ~1,900 searches/mo).
- AI answers lean on techgearlab.com most (26.3% 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 | Ames True Temper | 739 | 25.4% |
| 2 | Garant | 348 | 12% |
| 3 | Snow Joe | 232 | 8% |
| 4 | Bully Tools | 175 | 6% |
| 5 | Suncast | 161 | 5.5% |
| 6 | The Snowplow | 158 | 5.4% |
| 7 | Avalanche | 68 | 2.3% |
| 8 | Emsco Little Diggers | 68 | 2.3% |
| 9 | Marshalltown | 65 | 2.2% |
| 10 | Bigfoot | 64 | 2.2% |
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 |
|---|---|---|---|
| Heavy-duty snow shovels | ≈1,714 | snow shovels heavy duty | 1,900 |
| Snow shovels for roofs | ≈1,626 | roof shovels for snow | 1,600 |
| Metal snow shovels | — | metal snow shovel | 8,100 |
| Wide snow shovels | — | wide snow shovels | 1,900 |
| Snow pusher snow shovels | — | snow pusher shovel | 9,900 |
| Best snow shovels | — | snow shovel | 110,000 |
| Plastic snow shovels | — | plastic snow shovels | 2,900 |
| Snow shovels for seniors | — | best cordless snow shovel for seniors | 1,900 |
| Ergonomic snow shovels | — | ergonomic snow shovel | 18,100 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| techgearlab.com | 132 | 26.3% |
| bobvila.com | 87 | 17.4% |
| reddit.com | 78 | 15.6% |
| homedepot.com | 58 | 11.6% |
| popularmechanics.com | 25 | 5% |
| lowes.com | 25 | 5% |
| thespruce.com | 18 | 3.6% |
| popsci.com | 15 | 3% |
Related category reports
FAQ
Which brands do AI assistants recommend most for snow shovels?
Over the last 30 days the top brands by AI mention share are: Ames True Temper (25.4%), Garant (12%), Snow Joe (8%), Bully Tools (6%), Suncast (5.5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about snow shovels?
GEOly estimates ~3,340 AI queries per month in this category across 9 buyer topics, led by “Heavy-duty snow shovels”.
Which sources do AI engines cite for snow shovels?
The most-cited domains are: techgearlab.com, bobvila.com, reddit.com, homedepot.com, popularmechanics.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.