Your feed got attention. Now find the people worth knowing.
Signal Scout turns LinkedIn engagement into a ranked, explainable follow-up list—fully driveable from the CLI and ready for deeper analysis.
No HarvestAPI account required for customers.
$ listen sync --since 30d
✓ 11 engagements normalized
✓ 7 people resolved · replay-safe
✓ sync_01K completed in 1.8s
$ listen analytics --segment ideal-client
Next: listen engagers list --intent high
11
Engagements
Deterministic fake snapshot
7
People
Resolved across reactions and comments
4
ICP matches
Each score is explainable
3
High intent
Ready for thoughtful follow-up
A tighter daily loop
From noisy activity to a reasoned follow-up queue.
One surface for humans and scripts. Every answer can be traced, filtered, and exported.
- 01 / LISTEN
Sync without babysitting
Ingest recent engagement with replay-safe operations and a durable identifier you can poll or automate.
listen sync --since 30d - 02 / UNDERSTAND
Know why they match
Segment by role, company, and intent. Inspect the evidence behind every ideal-client score instead of trusting a mystery badge.
listen icp explain person_42 - 03 / ACT
Export the useful answer
Send a redacted, analysis-ready snapshot to DuckDB or your own workflow. Sensitive fields stay opt-in.
listen export --format parquet
Analytics that answers back
Ask the business question, not the dashboard question.
Count commenters from the last month. Segment them against your ideal-client profile. Trace every inclusion. Then export the same canonical snapshot to DuckDB.
-- analysis.sql
SELECT icp_match, count(*)
FROM read_parquet('engagers.parquet')
WHERE engaged_at > current_date - 30
AND engagement_type = 'comment'
GROUP BY icp_match;
Headless by design
The API wrapper should remove work—not hide the answer.
Signal Scout keeps provider complexity behind a private service boundary while exposing a stable customer API and a complete CLI.
Straight answers
Before you connect a feed.
Do customers need a HarvestAPI account?
No. HarvestAPI is private server infrastructure. A customer receives only SIGNAL_SCOUT_API_URL and SIGNAL_SCOUT_API_KEY, then uses the Signal Scout CLI or product API.
Is the live provider connected in this demo?
Yes. The hosted Signal Scout API is live. HarvestAPI remains private server infrastructure, and customers receive only Signal Scout credentials for the CLI and product API.
Can I use everything without a dashboard?
Yes. Sync, analytics, engager list and detail, ICP explanations, and exports are all CLI operations with JSON-friendly contracts.
Why DuckDB-ready exports?
You keep the freedom to ask new questions locally—such as commenters in the last month who match your ICP—without waiting for another dashboard widget.
Ready when the signal is