Scouting Pipeline Overview

Scouting Pipeline Overview

ThreadLens has social scouting pipelines and a Google scouting pipeline.

Social scouting

1. A user or schedule starts a scout run for a project and platform.
2. The API loads enabled project queries for that source.
3. The pipeline fetches candidate posts.
4. Scoring calculates pain, relevance, and opportunity signals.
5. Filtering and deduplication remove noise.
6. Posts and run status are saved for review.

Google scouting

1. Root keywords expand into search variations.
2. The search provider returns result URLs.
3. Page content is fetched when possible.
4. Results are analyzed for relevance, intent, and opportunity.
5. Canonical URL deduplication groups repeated results.
6. A Google report summarizes findings, risks, opportunities, and next actions.