Category AI Visibility Report
Highway Bars 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 Highway Bars across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 0 AI queries per month.
- Lindby leads the AI shelf with 15.2% of brand mentions, followed by Cobra (12.4%) and National Cycle (10.8%). The top three hold 38.4% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Custom highway bars” (top keyword “diy highway bars”, ~20 searches/mo).
- AI answers lean on revzilla.com most (47.4% 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 | Lindby | 189 | 15.2% |
| 2 | Cobra | 155 | 12.4% |
| 3 | National Cycle | 135 | 10.8% |
| 4 | Harley-Davidson | 112 | 9% |
| 5 | KST Kustoms | 49 | 3.9% |
| 6 | Indian Motorcycles | 38 | 3.1% |
| 7 | Thunder & Lightning Customs | 30 | 2.4% |
| 8 | Lone Rider | 30 | 2.4% |
| 9 | Dean Speed Customs | 30 | 2.4% |
| 10 | Factory 47 | 28 | 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 |
|---|---|---|---|
| Custom highway bars | — | diy highway bars | 20 |
| What are highway bars | — | what are highway bars on a motorcycle | 30 |
| Harley highway bars | — | harley highway bars | 1,900 |
| Motorcycle highway bars | — | highway bars | 2,900 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| revzilla.com | 100 | 47.4% |
| reddit.com | 56 | 26.5% |
| nationalcycle.com | 31 | 14.7% |
| engineerfix.com | 11 | 5.2% |
| harley-davidson.com | 4 | 1.9% |
| pacificcoaststar.com | 3 | 1.4% |
| dean-speed.com | 3 | 1.4% |
| tlcustoms.us | 3 | 1.4% |
FAQ
Which brands do AI assistants recommend most for highway bars?
Over the last 30 days the top brands by AI mention share are: Lindby (15.2%), Cobra (12.4%), National Cycle (10.8%), Harley-Davidson (9%), KST Kustoms (3.9%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about highway bars?
GEOly estimates ~0 AI queries per month in this category across 4 buyer topics, led by “Custom highway bars”.
Which sources do AI engines cite for highway bars?
The most-cited domains are: revzilla.com, reddit.com, nationalcycle.com, engineerfix.com, harley-davidson.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.