Week 45 · 2–8 Nov 2026
HM

Humble Mechanic

YouTube · 1.1MVerified on YouTubeTikTokInstagram Automotive & Transport
#16Automotive & TransportNo change
#336All categoriesof 5,066 indexed
Named by 5 of 5GPTGEMCLDGRKPPX
Top 10 in Modification & Maintenance
27/100
3.7%Mention rate
4.1%First when named
43.8%Citation rate
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Engine breakdown

Share of each engine's Automotive & Transport answers this week
EngineNamedFirstCited
ChatGPT 5.9% 0.0% 40.6%
Gemini 3.3% 11.1% 83.3%
Claude 0.8% 0.0% 0.0%
Grok 4.2% 0.0% 20.0%
Perplexity 2.8% 20.0% 20.0%

Named = share of the engine's Automotive & Transport answers that name Humble Mechanic; First and Cited are shares of those answers. An engine with no Automotive & Transport answer this week is not measured, which is not the same as not naming Humble Mechanic.

Weekly score

Top 100 score
38 2 this week
Peak 53 in week 38Rank #336 of 5,066 indexed

How AI describes Humble Mechanic

73 answers

Named in 73 of the 1,980 Automotive & Transport answers this week (3.7%), first in 4.1% of them, by 5 of the 5 engines that covered Automotive & Transport; most often for diy brake replacement, engine rebuilding basics and daily driver car reviews.

diy brake replacement46engine rebuilding basics9daily driver car reviews6classic car restoration5hybrid car technology4

Computed from the 73 Automotive & Transport answers naming Humble Mechanic this week (75 across all categories)

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Claiming is free. You get every link, post and moment AI cites when it names you, across 5 engines, refreshed weekly, plus a badge and an embed for your channel. Claimed pages connect to Studio by AskGVT.

Badge & embed

updates every week
Top 10 in Modification & Maintenance · FirstMention, November 2026
<a href="https://firstmention.com/creator/35625-humble-mechanic"><img src="https://firstmention.com/badge/35625.svg" alt="Humble Mechanic · FirstMention" width="320" height="56"></a>