Your buyers are asking AI which tool to buy. Is it naming you?

Why GrackerAI teams buy Shroud for semantic search

• • Models must move past keyword chasing — "Semantic search pushes brands to move past keyword chasing and build content that explains ideas clearly" — redaction keeps your content focused on intent rather than identifiers.
• • Knowledge graphs connect related topics — "connects related topics, and serves real intent." Removing PII prevents noise in graph edges and topic linkage.
• • For B2B SaaS SEO, content must "serve real intent." Anonymized training data preserves intent signals while protecting buyer identity.

Integration (index before vectorizing)

Run Shroud on text before you compute embeddings or upsert to Weaviate. Example: Node.js pipeline to redact then index.

// Minimal example: redact before sending to Weaviate
const PATTERNS = [
  { name: 'EMAIL',  regex: /\b[A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\.[A-Za-z]{2,}\b/g, ph: '[EMAIL]' },
  { name: 'SSN',    regex: /\b\d{3}-\d{2}-\d{4}\b/g, ph: '[SSN]' },
  { name: 'CARD',   regex: /\b(?:\d[ -]?){13,16}\b/g, ph: '[CARD]' },
  { name: 'MRN',    regex: /\bMRN[:\s#-]*\d{6,10}\b/gi, ph: '[MRN]' },
  { name: 'PHONE',  regex: /(?:\+?\d{1,3}[\s.-]?)?(?:\(\d{2,4}\)|\d{2,4})[\s.-]?\d{3,4}[\s.-]?\d{3,4}/g, ph: '[PHONE]' },
  { name: 'AMOUNT', regex: /(?:USD|EUR|INR|\$|₹)\s?\d{1,3}(?:[,\s]?\d{3})*(?:\.\d+)?/g, ph: '[AMOUNT]' },
  { name: 'DATE',   regex: /\b\d{4}-\d{2}-\d{2}\b/g, ph: '[DATE]' },
  { name: 'NAME',   regex: /\b(?!(?:Patient|Doctor|The|Her|His|Their|From|Dear)\b)[A-Z][a-z]+ (?!(?:Street|Ave|Road)\b)[A-Z][a-z]+\b/g, ph: '[NAME]' },
];

function redact(text){
  let removed=0;
  for(const p of PATTERNS){
    const matches = text.match(p.regex);
    if(matches) removed += matches.length;
    text = text.replace(p.regex, p.ph);
  }
  return {text, removed};
}

// Example usage before indexing
const raw = "User email: alice@corp.com, Phone: +1 (415) 555-0198";
const {text: clean} = redact(raw);
// then compute embeddings on `clean` and upsert to Weaviate