Week 45 · 2–8 Nov 2026

Edmunds

Instagram · 235kVerified on InstagramTikTokYouTubeX Automotive & Transport

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

Named by 4 of 5GPTGEMCLDGRKPPX

Indexed · Automotive & Transport

19/100

1.5%Mention rate

6.9%First when named

86.2%Citation rate

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Engine breakdown

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

EngineNamedFirstCited

ChatGPT 2.0% 18.2% 100.0%

Gemini 2.2% 0.0% 100.0%

Claude No ——

Grok 1.4% 0.0% 40.0%

Perplexity 0.6% 0.0% 0.0%

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

Weekly score

Automotive & Transport score

19 no change

Peak 19 in week 45

What AI cites

when it names Edmunds

@edmunds · Instagramby handle 20× @edmundscars · Instagramby handle 4× instme.com/profile/edmundscars 3× evkx.net/reviews/channels 1× infldb.com/top-brands-by-category/automotive 1×

How AI describes Edmunds

29 answers

Named in 29 of the 1,980 Automotive & Transport answers this week (1.5%), first in 6.9% of them, by 4 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 reviews11electric vehicle reviews9hybrid car technology8supercar reviews1

Computed from the 29 Automotive & Transport answers naming Edmunds this week

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<a href="https://firstmention.com/creator/34405-edmunds"><img src="https://firstmention.com/badge/34405.svg" alt="Edmunds · FirstMention" width="320" height="56"></a>

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