Guides

Useful before promotional.

Each guide starts with an operational problem and explains the decision workflow before pointing to a QuantMatrix product.

website change monitoring

A practical workflow for separating harmless page edits from metadata, security and release regressions.

business contact enrichment

Use confidence, freshness and contact drift to turn public business contact extraction into safer lead intelligence.

google maps lead intelligence

A decision framework for moving from local-business search results to explainable lead and market intelligence.

AI crawlability audit

Check crawler policy, llms.txt quality, sitemaps and structured discovery signals without reducing the audit to one file.

dataset deduplication merge planning

Simulate duplicate removal, quantify merge risk and turn a cleanup script into a controlled data-quality decision.

PII dataset scanner

Build a practical privacy gate that identifies risky fields, masked evidence and regression over time.

OpenAPI breaking change detection

Compare API contracts deterministically and block releases when consumers would lose compatible operations, parameters or responses.

RAG latency profiler

Profile retrieval stages, compare baselines and quantify which bottleneck actually moved.

MQL5 market intelligence

Track price, rating, review and position drift to identify product momentum and market opportunities over time.

HTTP cache compression audit

Monitor cache policy, validators, compression and delivery headers as a release-quality signal rather than a one-time audit.