← K-TrackArtist reach map

Reach + demand · measuredai_crawler_path_daily · artist_demand
58
Answer-time cites
across releases
4
Releases
comeback · mv · tour · chart
8
AI vendors
reached
—
Audience size
Naver + YouTube (0–100)
releases ranked by measured AI citation reach · tap one to open it
AI citation reach over time — answer-time cites (violet) over training crawls, summed across Hamin's tracked releases
Per-vendor reach — full data
| AI engine | Reads | Type |
|---|---|---|
| Meta | 74 | training crawl |
| OpenAI | 62 | answer-time citation |
| Perplexity | 18 | training crawl |
| Amazon | 12 | training crawl |
| Yandex | 7 | training crawl |
| Anthropic | 6 | training crawl |
| Apple | 5 | training crawl |
| Other | 4 | training crawl |
Measured by KTRENZ · ai_crawler_path_daily · 188 total reads · 58 answer-time citations across 8 vendors
Artist entityHamin
releases → AI reach → demand
AI SYSTEMS188 reads · 8 vendors
RELEASES4 releases
AUDIENCE SIZEn/a
comeback4 citesAhof tops K-Topstar Best Rookie chart after mini album 3 comeback
2026-08-10 · 8 vend.
demand refresh pending
AI reach = ai_crawler_path_daily (measured) · demand = Naver search (relative interest, ~180d history) + YouTube · each story links to its own full reach map


