AI citation reach over time — answer-time cites (violet) over training crawls, summed across Hwang In-yeop's tracked releases
Per-vendor reach — full data
| AI engine | Reads | Type |
|---|---|---|
| Yandex | 2 | training crawl |
| Anthropic | 1 | training crawl |
| OpenAI | 1 | answer-time citation |
| Apple | 1 | training crawl |
Measured by KTRENZ · ai_crawler_path_daily · 5 total reads · 1 answer-time citations across 4 vendors
Artist entityHwang In-yeop
releases → AI reach → demand
Coverage log
newest first · 6 tracked storiesThe receipts behind the graph — what KTRENZ published on Hwang In-yeop and how far each spread across AI. Tap any story for its full reach map.
Hwang In-yeop: What the File Says
JTBC's 'Prefabricated Family' starring Hwang In-yeop, Jung Chae-yeon & Bae Hyun-sung hits Netflix
Lee Hyeri and Hwang In-yeop lead ENA rom-com 'Dream to You,' premiering July 13
Hyeri and Hwang In-yeop to lead ENA drama 'Dream to You,' premiering July 13
Hyeri and Hwang In-yeop's ENA rom-com 'Dream for You' premieres July 13
Hwang In-yeop and Hyeri's chemistry stills drop ahead of ENA drama 'Geu Daee ge Deurim' July 13 premiere
· · · before 2026-06-30 — 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