Dataset size
The latest Vehicle Repair & Specialty Tools run found 15 recommended brands and 20 cited sources in AI answers.
Vehicle Repair & Specialty Tools
This weekly AI Brand Index shows how AI tools answer buyer questions in the Vehicle Repair & Specialty Tools category. SupaIntent asks each LLM the same question: which brands are the most visible, significant, and recommended in that niche. Each system returns its own top. We track which brands are recommended, which sources are cited, and how rankings change week over week. Use it to see the freshest AI visibility data for this category.
Updated 4 October 2026
Brands
Category coverage
15
ranked across AI engines
Sources
Evidence base
20
domains cited in answers
Brand sites
Official share
4%
from brand-owned domains
AI model filter
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Snap-on | 1 |
| Milwaukee Tool | 2 |
| GearWrench | 3 |
| Mac Tools | 4 |
| Matco Tools | 5 |
What AI tools say about Vehicle Repair & Specialty Tools
Movement
What changed this week?
Snap-on held the top position, but the ranking below it moved sharply: SK Professional Tools dropped at least three positions.
Sources
Which sources shape AI answers?
No single publisher dominates. The most cited sources are Myautogms, Nabiltools and Protoolreviews, which means the citation field is open.
Citation-ready
Key facts from this AI Brand Index report
Current leader
Snap-on ranks #1 for Vehicle Repair & Specialty Tools in the latest SupaIntent AI Brand Index run.
Top brands
Snap-on, Milwaukee Tool, and GearWrench lead Vehicle Repair & Specialty Tools across AI answers from ChatGPT, Google AI Mode, Gemini and Perplexity.
Brand sites
Myautogms, Nabiltools, and Protoolreviews are the most cited brand sites in this category.
Weekly movement
Top 10 onlyBiggest gains
Moved up this week
Autel4 to #6
Milwaukee Tool3 to #2
Biggest losses
Moved down this week
SK Professional Tools4 to #13
Unchanged at the top
Leader held position
Snap-onstayed #1
Rank history
Weekly rank changes for the current top 10
| Rank | Brand | Previous | Current | Change | Best |
|---|---|---|---|---|---|
| #1 | #1 | #1 | 0 | #1 | |
| #2 | #5 | #2 | 3 | #2 | |
| #3 | #4 | #3 | 1 | #3 | |
| #4 | #2 | #4 | 2 | #2 | |
| #5 | #3 | #5 | 2 | #2 | |
| #6 | #10 | #6 | 4 | #6 | |
| #7 | #6 | #7 | 1 | #4 | |
| #8 | #7 | #8 | 1 | #2 | |
| #9 | #8 | #9 | 1 | #7 | |
| #10 | #10 | #10 | 0 | #7 |
Current brand snapshot
15 brands
| # | Pos. | Brand |  ChatGPT |  Google AI Mode |  Gemini |  Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | #1 | #1 | #1 | - | | |
| 2 | +3 | #2 | #2 | #2 | - | | |
| 3 | +1 | #5 | #3 | #5 | - | | |
| 4 | -2 | #3 | #7 | #3 | - | | |
| 5 | -2 | #4 | #6 | #4 | - | | |
| 6 | +4 | #9 | #5 | #7 | - | | |
| 7 | -1 | #8 | #10 | #6 | - | | |
| 8 | -1 | #6 | #8 | - | - | | |
| 9 | -1 | - | #4 | - | - | | |
| 10 | 0 | #7 | - | - | - | | |
| 11 | +4 | - | - | #8 | - | | |
| 12 | +2 | - | - | #9 | - | | |
| 13 | -4 | - | #9 | - | - | | |
| 14 | -2 | #10 | - | - | - | | |
| 15 | -3 | - | - | #10 | - | |
Current source snapshot
20 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 7 | | |
| 2 | 7 | | |
| 3 | 5 | | |
| 4 | 3 | | |
| 5 | 3 | | |
| 6 | 3 | | |
| 7 | 3 | | |
| 8 | 2 | | |
| 9 | 2 | | |
| 10 | 1 | | |
| 11 | AutelOfficial | 1 | |
| 12 | 1 | | |
| 13 | 1 | | |
| 14 | 1 | | |
| 15 | 1 | | |
| 16 | MatcotoolsOfficial | 1 | |
| 17 | 1 | | |
| 18 | 1 | | |
| 19 | 1 | | |
| 20 | 1 | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Snap-on | 1 |
| Milwaukee Tool | 2 |
| Mac Tools | 3 |
| Matco Tools | 4 |
| GearWrench | 5 |
Current brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | #1 | - | - | - | | |
| 2 | +6 | #2 | - | - | - | | |
| 3 | 0 | #3 | - | - | - | | |
| 4 | -2 | #4 | - | - | - | | |
| 5 | 0 | #5 | - | - | - | | |
| 6 | -2 | #6 | - | - | - | | |
| 7 | -1 | #7 | - | - | - | | |
| 8 | +2 | #8 | - | - | - | | |
| 9 | -1 | #9 | - | - | - | | |
| 10 | -1 | #10 | - | - | - | |
Current source snapshot
9 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 5 | | |
| 2 | 3 | | |
| 3 | 3 | | |
| 4 | 3 | | |
| 5 | 2 | | |
| 6 | AutelOfficial | 1 | |
| 7 | 1 | | |
| 8 | 1 | | |
| 9 | 1 | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Snap-on | 1 |
| Milwaukee Tool | 2 |
| GearWrench | 3 |
| DeWalt | 4 |
| Autel | 5 |
Current brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | - | #1 | - | - | | |
| 2 | +4 | - | #2 | - | - | | |
| 3 | +2 | - | #3 | - | - | | |
| 4 | +3 | - | #4 | - | - | | |
| 5 | +5 | - | #5 | - | - | | |
| 6 | -3 | - | #6 | - | - | | |
| 7 | -5 | - | #7 | - | - | | |
| 8 | +2 | - | #8 | - | - | | |
| 9 | 0 | - | #9 | - | - | | |
| 10 | -6 | - | #10 | - | - | |
Current source snapshot
9 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 2 | | |
| 2 | 1 | | |
| 3 | 1 | | |
| 4 | 1 | | |
| 5 | MatcotoolsOfficial | 1 | |
| 6 | 1 | | |
| 7 | 1 | | |
| 8 | 1 | | |
| 9 | 1 | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Snap-on | 1 |
| Milwaukee Tool | 2 |
| Mac Tools | 3 |
| Matco Tools | 4 |
| GearWrench | 5 |
Current brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | - | - | #1 | - | | |
| 2 | 0 | - | - | #2 | - | | |
| 3 | +2 | - | - | #3 | - | | |
| 4 | +2 | - | - | #4 | - | | |
| 5 | -1 | - | - | #5 | - | | |
| 6 | -3 | - | - | #6 | - | | |
| 7 | +3 | - | - | #7 | - | | |
| 8 | -1 | - | - | #8 | - | | |
| 9 | 0 | - | - | #9 | - | | |
| 10 | -3 | - | - | #10 | - | |
Current source snapshot
4 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 7 | | |
| 2 | 7 | | |
| 3 | 1 | | |
| 4 | 1 | |
Common AI search questions about Vehicle Repair & Specialty Tools
Q1
Who leads Vehicle Repair & Specialty Tools in AI answers?
Snap-on is the most recommended vehicle repair & specialty tools brand in the latest AI Brand Index run. The next highest-ranked brands are Milwaukee Tool and GearWrench. Per-engine leader data is not available for this run.
Q2
Which cited sources are used for Vehicle Repair & Specialty Tools?
The most cited sources for vehicle repair & specialty tools recommendations are Myautogms, Nabiltools and Protoolreviews, out of 20 tracked sources. No single publisher dominates. The most cited sources are Myautogms, Nabiltools and Protoolreviews, which means the citation field is open.
Q3
How fresh is this Vehicle Repair & Specialty Tools ranking?
The AI Brand Index updates every Sunday. In the latest run, Autel, SK Professional Tools and Milwaukee Tool moved three or more positions in the vehicle repair & specialty tools index.
How to cite this report
Cite the canonical SupaIntent report page when referencing this AI visibility ranking.
SupaIntent AI Brand Index: Vehicle Repair & Specialty Tools. https://supaintent.com/ai-brand-index/vehicles-and-parts-vehicle-parts-and-accessories-vehicle-maintenance-care-and-decor-vehicle-repair-and-specialty-tools
Report data
Download the same ranking data used by the chart, tables and Dataset schema.
AI Brand Index methodology
Rankings use collected AI answers, cited sources, brand-site matching, and provider-level position history.
- SupaIntent measures buying-intent AI answers across ChatGPT, Google AI Mode, Gemini and Perplexity.
- This report uses the latest observed AI answers for Vehicle Repair & Specialty Tools, including 15 recommended brands and 20 cited sources.
- Brand sites are identified from official domains and subdomains, then separated from review, community and publisher sources.
- Weekly movement compares the latest rank with the previous collected position for each brand.
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