Service Fit Classification
platform outreach broken scouting
Currently broken — everything shows “No Fit” because keyword matching in SERVICE_FIT_KEYWORDS is too narrow.
Impact
- Doesn’t matter for manual engagement (user picks what to reply to)
- DOES matter for background scouting — the automated scout needs to filter posts by fit
- Only relevant when automated scout runs on a schedule, not manual replies
Fix Options
- Expand keywords in SERVICE_FIT_KEYWORDS
- Switch to Claude-based classification (better but costs API calls)
Related
- reddit-publishing-pipeline — posts that need fit scoring
- managed-agents-setup — automated agent needs working classification
Source: raw/next-session.md | Ingested: 2026-04-13