Category AI Visibility Report
Loading Ramps 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
≈1,310
Est. AI queries / month
12
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 12 buyer topics in Loading Ramps across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,310 AI queries per month.
- Black Widow leads the AI shelf with 17% of brand mentions, followed by GEN-Y (11.1%) and Reese Towpower (7.9%). The top three hold 36% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “steel loading ramps” (top keyword “steel loading ramps”, ~390 searches/mo).
- AI answers lean on reddit.com most (20.3% 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 | Black Widow | 684 | 17% |
| 2 | GEN-Y | 445 | 11.1% |
| 3 | Reese Towpower | 318 | 7.9% |
| 4 | Yutrax | 289 | 7.2% |
| 5 | Titan | 239 | 5.9% |
| 6 | HD Ramps | 227 | 5.7% |
| 7 | Kobalt | 203 | 5.1% |
| 8 | Erickson | 171 | 4.3% |
| 9 | CargoSmart | 134 | 3.3% |
| 10 | Haul-Master | 127 | 3.2% |
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 |
|---|---|---|---|
| steel loading ramps | ≈441 | steel loading ramps | 390 |
| loading ramps for vans | ≈435 | van loading ramps | 210 |
| arched loading ramps | ≈434 | arched loading ramps | 170 |
| loading ramps for trucks | — | loading ramps truck | 2,900 |
| loading ramps for trailers | — | loading trailer ramps | 590 |
| loading ramps for cars | — | automotive loading ramps | 480 |
| folding loading ramps | — | foldable loading ramps | 880 |
| loading ramps for lawn mowers | — | steel loading ramps are used to load a lawn mower | 880 |
| loading ramps for ATVs | — | loading ramps atv | 880 |
| aluminum loading ramps | — | loading ramps aluminum | 1,900 |
| loading ramps for motorcycles | — | loading ramps motorcycle | 1,000 |
| heavy duty loading ramps | — | heavy duty trailer ramps | 880 |
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 | 145 | 20.3% |
| harborfreight.com | 100 | 14% |
| etrailer.com | 98 | 13.7% |
| blackwidowpro.com | 82 | 11.5% |
| carliftlab.com | 36 | 5% |
| hdramps.com | 28 | 3.9% |
| cargoequipmentcorp.com | 24 | 3.4% |
| longramps.com | 22 | 3.1% |
Related category reports
FAQ
Which brands do AI assistants recommend most for loading ramps?
Over the last 30 days the top brands by AI mention share are: Black Widow (17%), GEN-Y (11.1%), Reese Towpower (7.9%), Yutrax (7.2%), Titan (5.9%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about loading ramps?
GEOly estimates ~1,310 AI queries per month in this category across 12 buyer topics, led by “steel loading ramps”.
Which sources do AI engines cite for loading ramps?
The most-cited domains are: reddit.com, harborfreight.com, etrailer.com, blackwidowpro.com, carliftlab.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.