AI citation reach over time — answer-time cites (violet) over training crawls, summed across Changmin's tracked releases
Per-vendor reach — full data
| AI engine | Reads | Type |
|---|---|---|
| OpenAI | 23 | answer-time citation |
| Perplexity | 10 | training crawl |
| Yandex | 4 | training crawl |
| Meta | 3 | training crawl |
| Anthropic | 2 | training crawl |
| Amazon | 2 | training crawl |
| Apple | 1 | training crawl |
Measured by KTRENZ · ai_crawler_path_daily · 45 total reads · 22 answer-time citations across 7 vendors
Artist entityChangmin
releases → AI reach → demand
Coverage log
newest first · 3 storiesThe receipts behind the graph — what KTRENZ published on Changmin and how far each spread across AI. Tap a story to read it — tracked releases open their full reach map.
Changmin Goes Rock: TVXQ's Choi Kang-Changmin Returns Oct. 19 With Third Mini Album
TVXQ's Changmin drops third mini album 'All Of My Life' on October 19
Hearts2Hearts stun Changmin and Minho with their athletic skills on '최민호' YouTube channel
· · · before 2026-07-08 — 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