Competitive Intelligence Summary by Brand

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.

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.

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.

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.

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.

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.

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.

Brand Signal Dataset Merge and Conflict Report

zinin/us-brand-signal-merge-report

Compare two buyer-supplied signal sets in one deterministic union report. Preserve left-only, right-only, exact duplicate, and field-conflict evidence without selecting a winner or fetching recorded source URLs.

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.

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.