Week 45 · 2–8 Nov 2026

Kelly Stumpe

TikTok · 63kInstagramYouTube Automotive & Transport

#100Automotive & Transport3 this week

#2667All categoriesof 5,066 indexed

Named by 3 of 5GPTGEMCLDGRKPPX

Indexed · Automotive & Transport

15/100

0.8%Mention rate

20.0%First when named

86.7%Citation rate

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Score by list

100 = strongest leader

Automotive & Transport#100 Category · outside the published Top 25Score 15 · Named 15 Top 100 · All categories#2667 Across every categoryScore 19 · Named 15

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 0.4% 0.0% 50.0%

Gemini 2.0% 9.1% 100.0%

Claude No ——

Grok No ——

Perplexity 1.1% 100.0% 50.0%

Named = share of the engine's Automotive & Transport answers that name Kelly Stumpe; 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 Kelly Stumpe.

Weekly score

Top 100 score

19 1 this week

Peak 32 in week 38Rank #2667 of 5,066 indexed

What AI cites

when it names Kelly Stumpe

@the_car_mom · TikTokby handle 7× @thecarmom · Instagramby handle 3× instagram.com/the_car_mom 1× thecarmomofficial.com/contact 1×

How AI describes Kelly Stumpe

15 answers

Named in 15 of the 1,980 Automotive & Transport answers this week (0.8%), first in 20.0% of them, by 3 of the 5 engines that covered Automotive & Transport; most often for daily driver car reviews, electric vehicle reviews and hybrid car technology.

daily driver car reviews12electric vehicle reviews2hybrid car technology1

Computed from the 15 Automotive & Transport answers naming Kelly Stumpe this week

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<a href="https://firstmention.com/creator/36952-kelly-stumpe"><img src="https://firstmention.com/badge/36952.svg" alt="Kelly Stumpe · FirstMention" width="320" height="56"></a>

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