High-Yield Sourcing Logic Add-On
Frameworkverbatimlex:high-yield-sourcing-logic-add-on
Advanced search logic upgrade that turns generic scrapers into deal-hunting intelligence engines. Aggressive keyword + category expansion (canonical + typos + synonyms + crosswalks), multi-layer fuzzy matching (Levenshtein/Jaccard/Soundex/Metaphone), wrong-category detection, odd-hour + low-competition filters, AI-driven image/visual search (PIL/imagehash + Google Vision/CLIP), composite confidence scoring. Auto-expansion learns from misses each cycle.
Quoted verbatim from Notion, captured . First seen .
Provenance
Every source that names this term. Links into the Notion workspace require workspace access.
- Notionapp.notion.com/p/7dfe7b97c18e47ed8fe0c1c9e3f59549 (private workspace)
Cite
High-Yield Sourcing Logic Add-On — lex:high-yield-sourcing-logic-add-on — Neuruh Lexicon v1.0.0 (0a2bb72426e9) — https://lexicon.neuruh.com/t/high-yield-sourcing-logic-add-on
Agents: GET /api/term/lex:high-yield-sourcing-logic-add-on or the lexicon_resolve MCP tool.