Blueprint

System Data Flow

Entry Point

Process Node

Data Store

Output

Betav1.0.0

Competitor Intelligence Platform

Technologist

Detects competitive moves early by watching the right surfaces and alerting on change.

Logic Breakdown

Normalizes page snapshots, diffs semantic changes, and prioritizes alerts by impact. Queue-backed pipeline with dedupe + backoff to avoid bans and reduce cost.

Architecture Decisions

01Detects competitive moves early by watching the right surfaces and alerting on change.
02Normalizes page snapshots, diffs semantic changes, and prioritizes alerts by impact.
03Queue-backed pipeline with dedupe + backoff to avoid bans and reduce cost.

Code Snippet

typescript

competitor-intelligence-platform.ts

export function diffText(a: string, b: string) {
  const aa = a.split(/s+/);
  const bb = b.split(/s+/);
  const set = new Set(aa);
  const added = bb.filter((w) => !set.has(w));
  return { added: added.slice(0, 60) };
}

Key Dependencies

Scraping—Core stack component

Diffing—Core stack component

Alerts—Core stack component

Technical Spec

Pillar: Technologist
Mode: Monitor
Signal: Change