Week 45 · 2–8 Nov 2026

The Wrap Institute

YouTube · 218kInstagramTikTok Automotive & Transport

Not rankedNamed by AI in Automotive & Transport; not ranked in the creator lists.

Named by 4 of 5GPTGEMCLDGRKPPX

Indexed · Automotive & Transport

34/100

3.5%Mention rate

67.1%First when named

32.9%Citation rate

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Engine breakdown

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

EngineNamedFirstCited

ChatGPT 4.4% 75.0% 29.2%

Gemini 5.0% 66.7% 51.9%

Claude No ——

Grok 4.2% 46.7% 13.3%

Perplexity 2.2% 100.0% 0.0%

Named = share of the engine's Automotive & Transport answers that name The Wrap Institute; 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 The Wrap Institute.

Weekly score

Automotive & Transport score

34 no change

Peak 34 in week 45

What AI cites

when it names The Wrap Institute

@wrapinstitute · YouTubeby handle 8× @justinpatewrapper · Instagramby handle 5× youtube.com/@TheWrapInstitute 3× canvasrebel.com/meet-justin-pate 1× music.amazon.com/es-ar/podcasts/c298fb35-92c3-469d-92f5-ca397c955aff/episodes/b… 1× printers.averydennison.com/content/grs-responsive/na/en/home/resources-and-learning/certi… 1×

How AI describes The Wrap Institute

70 answers

Named in 70 of the 1,980 Automotive & Transport answers this week (3.5%), first in 67.1% of them, by 4 of the 5 engines that covered Automotive & Transport; most often for car wrapping techniques.

car wrapping techniques70

Computed from the 70 Automotive & Transport answers naming The Wrap Institute this week

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<a href="https://firstmention.com/creator/35857-the-wrap-institute"><img src="https://firstmention.com/badge/35857.svg" alt="The Wrap Institute · FirstMention" width="320" height="56"></a>

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