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Seen Through Glass

YouTube · 642k Verified on YouTubeInstagramInstagram Automotive & Transport
Rank · Automotive & Transport
1023 this week
Rank · Top 100
2894of 5,151 indexed
Indexed · Automotive & Transport
15
0.9%
Mention rate
11.8%
First-mention rate
29.4%
Citation rate
GPTGEMCLDGRKPPX
Score by list

Each list scores its creators on its own topics. 100 is the strongest leader across all lists of that kind, so a list's No. 1 can score below 100.

Engine breakdown
EngineNamedFirstCited
ChatGPT 2.4% 15.4% 38.5%
Gemini 0.6% 0.0% 0.0%
Claude No — —
Grok No — —
Perplexity 0.6% 0.0% 0.0%

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 them.

12-week trend
Top 100 score, weekly
Week 38 · 14–20 September 2026 · 20Week 39 · 21–27 September 2026 · 20Week 40 · 28 September – 4 October 2026 · 19Week 41 · 5–11 October 2026 · 18Week 42 · 12–18 October 2026 · 19W38W39W41W42
How AI describes Seen Through Glass
Named in 17 of the 1,980 Automotive & Transport answers this week (0.9%), first in 11.8% of them, by 3 of the 5 engines that covered Automotive & Transport; most often for supercar reviews and drift car setup.
supercar reviews · 16drift car setup · 1
Computed from the 17 Automotive & Transport answers naming Seen Through Glass this week (18 across all categories)
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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.

Indexed · Automotive & Transport · FirstMention, October 2026