Week 45 · 2–8 Nov 2026

Seen Through Glass

YouTube · 642kVerified on YouTubeInstagramTikTokX Automotive & Transport

#98Automotive & Transport2 this week

#2665All categoriesof 5,066 indexed

Named by 2 of 5GPTGEMCLDGRKPPX

Indexed · Automotive & Transport

15/100

0.9%Mention rate

17.6%First when named

23.5%Citation rate

Badge Embed

Score by list

100 = strongest leader

Automotive & Transport#98 Category · outside the published Top 25Score 15 · Named 17 Top 100 · All categories#2665 Across every categoryScore 19 · Named 17

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 2.4% 23.1% 30.8%

Gemini 0.7% 0.0% 0.0%

Claude No ——

Grok No ——

Perplexity No ——

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

Weekly score

Top 100 score

19 1 this week

Peak 20 in week 38Rank #2665 of 5,066 indexed

What AI cites

when it names Seen Through Glass

@seen_through_glass · Instagramby handle 2× youtube.com/channel/UCrBr8w4ki1xAcQ1JVDp_-Fg 1× @seenthroughglass · YouTubeby handle 1× @wtf_is_a_budget · TikTokby handle 1×

How AI describes Seen Through Glass

17 answers

Named in 17 of the 1,980 Automotive & Transport answers this week (0.9%), first in 17.6% of them, by 2 of the 5 engines that covered Automotive & Transport; most often for supercar reviews.

supercar reviews17

Computed from the 17 Automotive & Transport answers naming Seen Through Glass this week (18 across all categories)

Is this you?

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.

Claim this page

Badge & embed

updates every week

<a href="https://firstmention.com/creator/2417-seen-through-glass"><img src="https://firstmention.com/badge/2417.svg" alt="Seen Through Glass · FirstMention" width="320" height="56"></a>

Open the SVG PNG version