Week 45 · 2–8 Nov 2026

I Do Cars

YouTube · 509kVerified on YouTubeTikTok Automotive & Transport

#26Automotive & Transport1 this week

#554All categoriesof 5,066 indexed

Named by 5 of 5GPTGEMCLDGRKPPX

Indexed · Automotive & Transport

26/100

2.6%Mention rate

21.6%First when named

9.8%Citation rate

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Score by list

100 = strongest leader

Automotive & Transport#26 Category · outside the published Top 25Score 26 · Named 51 Top 100 · All categories#554 Across every categoryScore 33 · Named 51

Each list scores its creators on its own topics; a list's No. 1 can score below 100.

Engine breakdown

Share of each engine's Automotive & Transport answers this week

EngineNamedFirstCited

ChatGPT 2.6% 35.7% 28.6%

Gemini 3.5% 21.1% 5.3%

Claude 1.7% 0.0% 0.0%

Grok 2.8% 20.0% 0.0%

Perplexity 1.1% 0.0% 0.0%

Named = share of the engine's Automotive & Transport answers that name I Do Cars; 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 I Do Cars.

Weekly score

Top 100 score

33 3 this week

Peak 39 in week 38Rank #554 of 5,066 indexed

What AI cites

when it names I Do Cars

importapart.com/pages/i-do-cars 2× worthwatch.co/category/automotive 1× youtube.com/watch?v=k0HGQQE-AWM 1× @i_do_cars · YouTubeby handle 1×

How AI describes I Do Cars

51 answers

Named in 51 of the 1,980 Automotive & Transport answers this week (2.6%), first in 21.6% of them, by 5 of the 5 engines that covered Automotive & Transport; most often for engine rebuilding basics and daily driver car reviews.

engine rebuilding basics50daily driver car reviews1

Computed from the 51 Automotive & Transport answers naming I Do Cars this week

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<a href="https://firstmention.com/creator/35049-i-do-cars"><img src="https://firstmention.com/badge/35049.svg" alt="I Do Cars · FirstMention" width="320" height="56"></a>

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