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THE CHOPPER VANGUARD
lorraineco audit system
Cloudflare Edge
UNCOMPROMISING ZERO-HALLUCINATION EXTRACTOR

The Chopper

Clients are lazy and unwilling to provide content. The Chopper slices through marketing fluff, navbars, and cookie banners to extract unvarnished ground truth about their actual business functions.

Strict Zero-Inference Mode
LORRAINECO CRM INTEGRATION

How to Call The Chopper from Your CRM

Any of Lorraineco's Astro frontends or Cloudflare Worker CRM systems can invoke The Chopper engine directly via standard fetch:

// Example: Inside your Lorraineco CRM Cloudflare Worker or Astro API route
const response = await fetch('https://chopper.lorraineco.com/api/chop', {
  method: 'POST',
  headers: {
    'Content-Type': 'application/json',
    // 'Authorization': 'Bearer YOUR_SECRET_IF_SET'
  },
  body: JSON.stringify({
    url: clientRecord.websiteUrl,
    depth: 'standard' // 'standard' (5 pages) or 'quick' (homepage only)
  })
});

const { success, dossier } = await response.json();

// Auto-populate CRM client record with verified ground truth:
await db.clients.update(clientId, {
  legalName: dossier.nap.businessName,
  verifiedPhones: dossier.nap.phones,
  verifiedAddresses: dossier.nap.addresses,
  servicesCatalog: dossier.services.map(s => s.title),
  techStackDetected: dossier.techStack.cms,
  rawAuditMarkdown: dossier.markdownBrief
});