Modification & Maintenance

110 prompts across 5 engines: 1,210 answers analysed this week. Week 42 · 12–18 October 2026. Tuning, restoration, repair, detailing, project builds.

car audio installationcar detailing techniquescar wrapping techniquesclassic car restorationdiy brake replacementdrift car setupengine rebuilding basicsoff-road truck modificationspaint correction techniquessuspension tuning basicsturbo engine tuning

All of Automotive & Transport: the Top 25, the other lists and every topic's leaders

Top 10

CSV

#WkCreatorScoreEngines12 wkMost cited

1 C ChrisFix11.2M followers 48 chris-fix.comcited 3× when named 2 LK Larry Kosilla2.3M followers 44 ammonyc.comcited 2× when named 3 EE Engineering Explained4.2M followers 38 youtube.com/@EngineeringExplainedcited 7× when named 4 SM South Main Auto Repair1.0M followers 36 linktr.ee/scannerdannercited 3× when named 5 1 PT Pan the Organizer1.1M followers 32 pantheorganizer.com/pan-the-organizer-chann…cited 2× when named 6 2 CA Car Audio Fabrication883k followers 29 influencers.feedspot.com/car_audio_instagra…cited 1× when named 7 2 VG Vice Grip Garage2.6M followers 29 youtube.com/@ViceGripGaragecited 3× when named 8 1 E EricTheCarGuy1.9M followers 28 ericthecarguy.com/the-most-important-part-o…cited 2× when named 9 1 HM Humble Mechanic1.1M followers 27 aseconnects.com/blog/15-best-tiktok-account…cited 2× when named 10 1 CD Chelsea DeNofa207k followers 26 youtube.com/watch?v=bwEc90vwz8Mcited 2× when named

Also named by AI

Organisations, publications and institutions AI names alongside the Modification & Maintenance creators. They are listed apart and not ranked.

The Wrap Institute High Performance Academy

Engine coverage

How many of the top 10 each engine names in Modification & Maintenance, and how strongly

ChatGPT 10

Gemini 10

Claude 10

Grok 10

Perplexity 9

Not namedNamed first 75%+No answers from the engine

Topic leaders

The creators AI names most for each of the 11 topics in this sub-category, most-asked first

car audio installation110 answers Car Audio Fabrication 55.5% · Five Star Car Stereo 34.5% · Andy Wehmeyer 10.0%

car detailing techniques110 answers Larry Kosilla 63.6% · Pan the Organizer 45.5% · The Detail Geek 30.9%

car wrapping techniques110 answers CK Wraps 44.5% · Justin Pate 25.5% · Paradox The Wrapper 18.2%

classic car restoration110 answers Vice Grip Garage 45.5% · ChrisFix 26.4% · Fitzee’s Fabrications 18.2%

diy brake replacement110 answers ChrisFix 78.2% · South Main Auto Repair 58.2% · EricTheCarGuy 42.7%

drift car setup110 answers Chelsea DeNofa 46.4% · Adam LZ 28.2% · Chris Forsberg 20.9%

engine rebuilding basics110 answers I Do Cars 42.7% · South Main Auto Repair 35.5% · ChrisFix 22.7%

off-road truck modifications110 answers TrailRecon 21.8% · Expedition Overland 23.6% · Tinkerer’s Adventure 14.5%

paint correction techniques110 answers Larry Kosilla 61.8% · Pan the Organizer 33.6% · Mike Phillips 24.5%

suspension tuning basics110 answers Engineering Explained 30.0% · Dave Moss Tuning 25.5% · Suspension Secrets 12.7%

turbo engine tuning110 answers Engineering Explained 40.0% · HP Academy 15.5% · Andre Simon 12.7%

Share of the topic's answers that name the creator.