Internal ops runs Brand Watch reports on a platform brand. People often post a link to a business listing on that platform without discussing the platform itself, so the report fills with listing noise. Clean consumer-brand watches are useful today and must stay that way.

Settled recommendation (already chosen; do not reopen):

Infer entity scope and mention topology
Compile source-aware query lanes
Assign candidate evidence roles before metrics
Keep broad retrieval for clean consumer brands
Existing subscriptions adopt automatically