We run multi-layer checks: semantic matching of channel titles/descriptions/transcripts, audience-location and language filters, engagement-normalization (L30D ER%, min/avg/max views, posting cadence), fraud detection and reachability scoring. Use these diagnostics to vet the best german youtubers quickly.