Data as of Aug 25, 2026 · Based on 1,013 AI responses · See how Parse measures this
ChrisFix maintains a firm hold as the most-cited resource in the DIY Automotive Repair niche across all observed platforms. The leaderboard remains highly contested between major video creators and automotive reference sites, reflecting a shift toward multi-platform instructional content.
DIY Repair Tutorials and Services
Parse
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| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | 35% | ||
| 2 | Dominates as the most-cited DIY auto repair tutorial creator. | 11% | |
| 3 | 9% | ||
| 4 | Frequently cited for DIY parts and maintenance instructions. | 9% | |
| 5 | Standard go-to for roadside safety and emergency prep. | 9% | |
| 6 | 9% | ||
| 7 | 8% | ||
| 8 | 8% | ||
| 9 | 7% | ||
| 10 | Frequent authority on first aid and emergency survival kits. | 6% | |
| 11 | 6% | ||
| 12 | 6% | ||
| 13 | 6% | ||
| 14 | 6% | ||
| 15 | 5% | ||
| 16 | 5% | ||
| 17 | Key resource for emergency preparedness guidelines. | 5% | |
| 18 | Gaining traction for concise and practical maintenance guides. | 5% | |
| 19 | 5% | ||
| 20 | 5% | ||
| 21 | 4% | ||
| 22 | 4% | ||
| 23 | 4% | ||
| 24 | 3% | ||
| 25 | 3% |
Who wins on each AI
ChatGPT favors instructional automotive media like Car & Driver and Castrol, while Google AI Overviews prioritizes safety-focused organizations like Ready.gov and Fix-a-Flat.
Sources AI cited
youtube.com is the page AI reaches for most here, cited in 43% of analyzed answers.
Rose from #17 to #1 in this ranking between Dec and Aug
Mention rate declined from 56% to 13% between Dec and Aug
Emerged from unranked to #3 in this ranking since Dec
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 16% | 11% | ||
| 10% | 12% | ||
| 15% | 0% | ||
| 1% | 9% | ||
| 7% | 0% |
ChrisFix maintains a firm hold as the most-cited resource in the DIY Automotive Repair niche across all observed platforms. The leaderboard remains highly contested between major video creators and automotive reference sites, reflecting a shift toward multi-platform instructional content.
Across 1,013 AI responses, Alphabet is mentioned most, named in 35% of them, followed by ChrisFix (11%) and The Home Depot (9%).
Parse measures each brand's mention rate — the share of answers naming it — across 1,013 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI responses shifted from providing generic lists to emphasizing localized practice and model-specific research. ChatGPT and Google AI Overviews increasingly steer users toward visual guides followed by hands-on dry runs.
Brands mentioned
YouTubeWhat's the best way to learn how to change a flat tire on my car?
AI responses shifted from providing generic lists to emphasizing localized practice and model-specific research. ChatGPT and Google AI Overviews increasingly steer users toward visual guides followed by hands-on dry runs.
The consensus for oil change tutorials coalesced around a few canonical guides like ChrisFix, with platforms increasingly recommending both video and text-based resources for better clarity. By mid-2026, AI responses became more structured in verifying vehicle-specific requirements.
I want to learn how to change the oil in my car. What's the best tutorial for a first-timer?
The consensus for oil change tutorials coalesced around a few canonical guides like ChrisFix, with platforms increasingly recommending both video and text-based resources for better clarity. By mid-2026, AI responses became more structured in verifying vehicle-specific requirements.