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recommendation-engine

**Target Audience:** Consultants and operators building advisory MVPs that map a client or lead profile to a ranked shortlist of options (insurance plans, AI tools, vendors, suppliers, methodologies). Typical use is a sales-advisory demo, a discovery proposal for a new lead, or an internal decision-support tool for an existing client.

Nodig

  • vertical_id — kebab-case dataset id (e.g. finsure-health-insurance, ai-cli-agents)
  • source_corpus — folder of source spec files to upload to NotebookLM
  • vertical_id — existing dataset id
  • changed_specs — list of source filenames that changed
  • vertical_id — dataset to query
  • profile — hard_criteria + optional weights overrides + recipient block (client_id or lead_id)
  • top_n — shortlist size, default 3

Zo vraag je het

  • recommendation engine
  • compare and recommend
  • shortlist
  • weighted comparison
  • advisor engine
  • decision engine
  • match client to plan
  • insurance recommendation

Oplevert

  • ../<projects-sibling-dir>/awesome-comparisons/datasets/{vertical_id}/
  • complete dataset folder ready for awesome-comparisons build
  • dataset folder with only the changed entries rewritten
  • see Output Locations)
  • see Output Locations)` — PDF deliverable or proposal containing comparison grid + weighted summary + recommendation
  • see Output Locations)` — ranked shortlist with score, why-it-fits, trade-off
Niveauadvanced
Invoerconversation
Uitvoerdocument
Vereist[install]
Rollen[CEO / Founder, Head of Sales, Product Manager]