get_area_demand_density
shalloworg.gigngo/gigngo · Verify this server
Find which US cities are actually converting: how many jobs each area posted, how many locals applied, what share of jobs got any reply at all, and the median hours to the first applicant. Ranked by a "heat" score that combines applicant density with response reliability, shrunk toward the platform average so a single lucky job cannot outrank a real market — read `heat` next to `confidence`. Use this to decide where supply is dense (spend more) versus where jobs go unanswered (a supply hole). Complements get_service_availability, which counts workers rather than measuring whether they respond.
1 trials · measured 27 days ago
get_area_demand_density scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against org.gigngo/gigngo, measured 11 Sept 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-09-11 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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[](https://vouch.tools/tools/6399dc10-1fab-4600-9e23-ec598dbd0598)