content_ai-score

shallow

com.tollmint/gateway · Verify this server

Measure how mechanically a piece of text reads across 19 stylistic signals: sentence-length variance (burstiness), em-dash rate, negative parallelism, copula avoidance, the characteristic AI vocabulary cluster, hedged superlatives, significance inflation, puffery, vague attribution, over-signposting, formatting tics, and more. Returns a per-sentence breakdown naming which signal each one tripped. Deterministic and model-free, so before-and-after comparisons across an edit are meaningful. NOT an AI detector — it reports stylistic properties, never authorship, and returns no verdict or probability. Authorship classifiers are unreliable and disproportionately misjudge non-native English writers. Costs $0.004000 per call.

100.0/100

1 trials · measured 8 days ago

content_ai-score scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.tollmint/gateway, measured 25 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
Credential class
self-provisionable
Category
Communication
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

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: content_ai-score
[![Vouch score](https://vouch.tools/api/tools/70c2fdf3-47fa-4aa9-87e7-7d49e08c2a7e/badge.svg)](https://vouch.tools/tools/70c2fdf3-47fa-4aa9-87e7-7d49e08c2a7e)
content_ai-score — Vouch