competitor_landscape
shallowio.github.2016judea/small-business-intelligence · Verify this server
Maps the local competitive set for a category + metro: true competitors vs. adjacent players, a positioning matrix, and saturation signals. Example invocations: - "Map the competitive landscape for coffee shops in Saint Paul, MN" - "How saturated is the nail salon market in Aurora, CO?" - "Who are the real competitors to a new brewery taproom opening in the North Loop, Minneapolis?"
1 trials · measured 2 days ago
competitor_landscape scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.2016judea/small-business-intelligence, measured 31 Aug 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
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-31 | 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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