AI citation reach over time — answer-time cites (violet) over training crawls, summed across Kim Min-seok's tracked releases
Per-vendor reach — full data
| AI engine | Reads | Type |
|---|---|---|
| Meta | 20 | training crawl |
| OpenAI | 12 | answer-time citation |
| Amazon | 7 | training crawl |
| Apple | 6 | training crawl |
| Anthropic | 6 | training crawl |
| ByteDance | 4 | training crawl · blocked |
Measured by KTRENZ · ai_crawler_path_daily · 51 total reads · 4 answer-time citations across 5 vendors
Artist entityKim Min-seok
releases → AI reach → demand
Coverage log
newest first · 3 tracked storiesThe receipts behind the graph — what KTRENZ published on Kim Min-seok and how far each spread across AI. Tap any story for its full reach map.
Kim Min-seok (Melomance) drops 'Cheongchun Ilgi!' and completes 'Summer House' project on Aug 21
Melomance's Kim Min-seok drops surprise Busan busking set, previews unreleased title track from '여름집 하'
Kim Min-seok's band AGAMI drops second single 'lovebug'
· · · before 2026-07-05 — search-demand only (predates KTRENZ coverage)
AI reach = ai_crawler_path_daily (measured) · demand = Naver search (relative interest, ~180d history) + YouTube · each story links to its own full reach map