strategic-positioning

Mining Google Maps Reviews for Unmet Customer Demand

A JupyterLab workflow for extracting Google Maps reviews, filtering for causally useful customer experience signals, and turning local competitor reviews into unmet-demand analysis.

Who This Semantic SEO System Is For—and Why

creative-search-system strategic-positioning independent-operators search-and-discovery-systems

This page defines the intended audience for DecrepitFilth's human-supervised Semantic SEO research system and explains why independent creators, niche publishers, technical strategists and research-led operators benefit from it.