sonar_competitor_landscape

shallow

app.trysonar/sonar · Verify this server

The full competitive keyword picture for one of your own apps vs every tracked competitor, in one call: live stats (keyword gaps where competitors rank and you don't, winnable gaps, competitors climbing on your tracked keywords, keywords you lead), the top gap/threat/lead rows with metrics, and the latest AI insight if one was generated (opportunity clusters, threat narratives, strengths, posture). Read this before deciding which keywords to target next. Requires an Indie plan (trial counts).

100.0/100

1 trials · measured 2 days ago

sonar_competitor_landscape scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against app.trysonar/sonar, measured 31 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote + stdio
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-31100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: sonar_competitor_landscape
[![Vouch score](https://vouch.tools/api/tools/aaaf883c-f6f9-4581-8db9-93580c8cd56b/badge.svg)](https://vouch.tools/tools/aaaf883c-f6f9-4581-8db9-93580c8cd56b)
sonar_competitor_landscape — Vouch