Brand Signal Co-Occurrence Analysis Tool

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.

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 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.

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.

Confidence Threshold Filter for Brand Signals

zinin/us-brand-signal-confidence-gate

Apply explicit buyer-owned accept and review thresholds to normalized signal scores. Get one deterministic report with accepted, review, and rejected queues, stable digests, evidence gaps, human review action, and current-run billing truth.

Auditable Competitive Evidence Timeline Builder

zinin/us-brand-evidence-chronology-builder

Turn 1–30 buyer-supplied brand evidence rows into one deterministic, digest-verifiable chronology with stable ordering, timestamp warnings, source links, gaps, and a manual-review action. Offline: no source fetch or identity, truth, rights, or legal verification. One paid report per run.

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.

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 Metrics Calculator

zinin/us-brand-signal-metrics-aggregator

Aggregate buyer-supplied signal rows into one deterministic metrics report. Get complete closed-enum counts, source totals, integer confidence basis points, review warnings, evidence gaps, and a human action without fetching external sources.