Category AI Visibility Report
Precision Screwdrivers 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
≈17,798
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 Precision Screwdrivers across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 17,798 AI queries per month.
- Wiha leads the AI shelf with 19.5% of brand mentions, followed by Wera (14.3%) and iFixit (9.8%). The top three hold 43.6% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Magnetic screwdrivers” (top keyword “magnetic screwdriver”, ~3,600 searches/mo).
- AI answers lean on reddit.com most (39.4% 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 | Wiha | 1,904 | 19.5% |
| 2 | Wera | 1,400 | 14.3% |
| 3 | iFixit | 963 | 9.8% |
| 4 | Klein | 758 | 7.7% |
| 5 | Milwaukee | 517 | 5.3% |
| 6 | Bergeon | 367 | 3.7% |
| 7 | PB Swiss | 345 | 3.5% |
| 8 | Horotec | 327 | 3.3% |
| 9 | Vessel | 261 | 2.7% |
| 10 | HOTO | 244 | 2.5% |
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 |
|---|---|---|---|
| Magnetic screwdrivers | ≈3,993 | magnetic screwdriver | 3,600 |
| Insulated Precision Screwdrivers | ≈3,683 | insulated screwdrivers | 3,600 |
| Specialty use screwdrivers | ≈3,601 | yankee screwdriver | 2,400 |
| Precision screwdrivers for watch repair | ≈3,379 | watch screwdriver | 1,300 |
| Precision Screwdrivers for Watches | ≈3,142 | watch screwdriver | 1,300 |
| Cordless and rechargeable screwdrivers | — | cordless screwdriver | 9,900 |
| Screwdriver Bits and Bit Sets | — | screwdriver bits | 4,400 |
| Specialty shape screwdrivers | — | torx screwdriver | 27,100 |
| Electric precision screwdrivers | — | electric screwdriver | 27,100 |
| Security screwdrivers | — | jis screwdriver | 9,900 |
| Multi-bit screwdrivers and kits | — | screwdriver set | 18,100 |
| Magnetic Precision Screwdrivers | — | magnetic screwdriver | 3,600 |
| Screwdriver bits for specific screw types | — | phillips screwdriver | 49,500 |
| Torque screwdrivers | — | torque screwdriver | 22,200 |
| Mini Screwdriver Sets | — | mini screwdriver set | 5,400 |
| Ratcheting screwdrivers | — | ratchet screwdriver | 8,100 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| reddit.com | 460 | 39.4% |
| ifixit.com | 143 | 12.3% |
| protoolreviews.com | 118 | 10.1% |
| bobvila.com | 88 | 7.5% |
| wihatools.com | 34 | 2.9% |
| wera.de | 30 | 2.6% |
| horotec.ch | 21 | 1.8% |
| lowes.com | 21 | 1.8% |
FAQ
Which brands do AI assistants recommend most for precision screwdrivers?
Over the last 30 days the top brands by AI mention share are: Wiha (19.5%), Wera (14.3%), iFixit (9.8%), Klein (7.7%), Milwaukee (5.3%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about precision screwdrivers?
GEOly estimates ~17,798 AI queries per month in this category across 19 buyer topics, led by “Magnetic screwdrivers”.
Which sources do AI engines cite for precision screwdrivers?
The most-cited domains are: reddit.com, ifixit.com, protoolreviews.com, bobvila.com, wihatools.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.