Search OS — Decisions

2026-10-14

Built as Python CLI (search_os.py) that can be called from dashboard or terminal.
Uses web_extract + web_search for site analysis (Safari 27 MCP is macOS-only; not available on this Windows PC).
Applies parasite-seo principles: platform priority matrix, persona layer, tiered data, keyword universe generation.
Applies VeriPath audit patterns: GBP surface check, site surface check, cross-reference analysis.
Output format: markdown report with site analysis + content drafts + action items.
Dashboard wiring: Workflows card "Search OS" button links to terminal invocation for now (Streamlit can't run long web extraction tasks inline).
Non-negotiable: never invent data; site analysis must cite real extracted content; content drafts marked "template" until LLM-enhanced.