Category AI Visibility Report
Router Bits 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
≈5,921
Est. AI queries / month
19
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 19 buyer topics in Router Bits across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 5,921 AI queries per month.
- Whiteside leads the AI shelf with 31% of brand mentions, followed by Freud (18.8%) and Amana (8.3%). The top three hold 58.1% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Raised panel router bits” (top keyword “router bits for raised panels”, ~880 searches/mo).
- AI answers lean on reddit.com most (29.9% 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 | Whiteside | 2,391 | 31% |
| 2 | Freud | 1,449 | 18.8% |
| 3 | Amana | 642 | 8.3% |
| 4 | Amana Tool | 560 | 7.3% |
| 5 | CMT | 459 | 6% |
| 6 | Diablo | 444 | 5.8% |
| 7 | Bosch | 351 | 4.6% |
| 8 | Yonico | 198 | 2.6% |
| 9 | Infinity Tools | 155 | 2% |
| 10 | RotoZip | 123 | 1.6% |
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 |
|---|---|---|---|
| Raised panel router bits | ≈1,202 | router bits for raised panels | 880 |
| Dovetail router bits | ≈1,192 | router bits dovetail | 1,600 |
| V-groove router bits | ≈1,184 | router bits v groove | 1,000 |
| 1/4 inch router bits | ≈1,183 | router bits 1/4 inch | 1,300 |
| Drywall router bits | ≈1,160 | drywall router bits | 1,300 |
| Tongue and groove router bits | — | groove and tongue router bits | 2,900 |
| Cove router bits | — | router bits cove | 1,000 |
| Flush trim router bits | — | flush trim router bits | 4,400 |
| Rabbeting router bits | — | router bits rabbet | 2,400 |
| Router bits for Dremel | — | router bits for dremel | 2,400 |
| Stile and rail router bits | — | stiles and rails router bits | 1,000 |
| Ogee router bits | — | ogee router bits | 880 |
| Roundover router bits | — | roundover router bits | 3,600 |
| CNC router bits | — | bits for cnc router | 1,600 |
| Pattern router bits | — | router pattern bit | 880 |
| 1/2 inch router bits | — | 1 2 in router bits | 1,300 |
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 | 439 | 29.9% |
| whitesiderouterbits.com | 204 | 13.9% |
| bobvila.com | 114 | 7.8% |
| routerplan.com | 96 | 6.5% |
| finewoodworking.com | 88 | 6% |
| woodmagazine.com | 61 | 4.2% |
| burnettetools.com | 61 | 4.2% |
| homedepot.com | 54 | 3.7% |
Related category reports
FAQ
Which brands do AI assistants recommend most for router bits?
Over the last 30 days the top brands by AI mention share are: Whiteside (31%), Freud (18.8%), Amana (8.3%), Amana Tool (7.3%), CMT (6%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about router bits?
GEOly estimates ~5,921 AI queries per month in this category across 19 buyer topics, led by “Raised panel router bits”.
Which sources do AI engines cite for router bits?
The most-cited domains are: reddit.com, whitesiderouterbits.com, bobvila.com, routerplan.com, finewoodworking.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.