Confidence Threshold Filter for Brand Signals

Signal Threshold Policy Scenario Simulator

zinin/us-brand-signal-policy-simulator

Compare up to 20 explicit buyer-owned threshold policies over normalized signal scores. Get complete outcomes, pairwise changes, sensitive signals, stable digests, evidence gaps, human review action, and current-run billing truth without selecting a winner.

Competitive Evidence Snapshot Change Detector

zinin/us-brand-evidence-snapshot-diff

Compare two buyer-supplied evidence snapshots in one deterministic report. Separate added, removed, changed, and unchanged records with stable digests, evidence gaps, human review actions, and current-run billing truth. No source fetching.

Competitive Signal Business Rules Router

zinin/us-brand-signal-rule-router

Turn buyer-supplied normalized signals and ordered rules into one deterministic routing plan. Preserve matched routes, unmatched signals, warnings, stable digests, evidence gaps, human review action, and current-run billing truth without contacting destinations.

Competitive Intelligence Action Queue Builder

zinin/us-brand-action-queue

Turn buyer-authorized signal rows into one deterministic, prioritized human-review queue. Retain conflicts, rule traces, evidence gaps, owner routing, stable digests, and current-run billing truth. No source fetching or autonomous action.

Competitive Intelligence Summary by Brand

zinin/us-brand-signal-brand-summary

Summarize buyer-supplied signal rows by brand in one deterministic report. Preserve event, severity, status, and recorded-source counts with stable digests, evidence gaps, and a human review action. No source fetching or external verification.

Competitive Intelligence Dataset Splitter

zinin/us-brand-signal-batch-splitter

Group buyer-supplied signal rows by brand, event type, severity, or analysis status. Get one deterministic grouping report with complete counts, stable digests, evidence gaps, and a human review action. It does not create separate Datasets.

Competitive Signal SLA and Deadline Checker

zinin/us-brand-signal-sla-checker

Classify buyer-supplied schedule rows at one explicit UTC as-of time. Get deterministic on-time, late, open-overdue, and open-within-SLA queues with stable digests, evidence gaps, and a review action. No live monitoring or verified-breach claim.

Daily Competitive Intelligence Brief Builder

zinin/us-brand-signal-brief-composer

Turn 1–50 buyer-supplied signal rows into one deterministic severity brief. Get complete CRITICAL/HIGH/MEDIUM/LOW sections, ordered projections, stable digests, explicit evidence gaps, and a human review action without source fetching or external verification.

Brand Signal Co-Occurrence Analysis Tool

zinin/us-brand-signal-cooccurrence-analyzer

Count which opaque signals appear together across buyer-supplied groups. Get one deterministic report with support, Jaccard overlap, stable digests, evidence gaps, and a review action. No source fetching, identity inference, or causality claim.

Brand Signal Sequence Transition Analyzer

zinin/us-brand-signal-sequence-transition-analyzer

Count adjacent directed transitions across buyer-supplied opaque sequences. Get one deterministic report with exact sequence and transition counts, stable digests, explicit evidence gaps, and a human review action. No identity, timing, or causality claim.