Internal review · 12 November 2026

The research library.

The full proposal and supporting workstreams, with direct sources, assumptions and open questions. Start with the business plan; use the detailed papers to challenge a decision or prepare implementation.

DocumentLengthLocal Markdown source
Coffee Kit: the full product vision1,716 wordsFULL_PRODUCT_BLUEPRINT.md
Coffee Kit — the complete solution for selling coffee on Shopify6,516 wordsCOFFEE_KIT_BUSINESS_AND_PRODUCT_PLAN.md
Coffee Kit: decisions, challenges and unanswered questions1,940 wordsDECISIONS_AND_OPEN_QUESTIONS.md
Coffee Kit: competition, integrations and a 90-day acquisition test6,793 wordscompetition-growth-evidence.md
Coffee data and discoverability architecture1,594 wordsdata-discovery-evidence.md
Demand, inventory and operational alerts1,844 wordsdemand-inventory-specification.md
Coffee data, SEO and AI discoverability1,438 wordsdiscoverability-product-specification.md
Coffee Kit economics and experiment design1,257 wordseconomics-validation.md
Coffee Kit / Coffeetale: loyalty evidence addendum1,459 wordsloyalty-evidence.md
Coffee Kit loyalty: product and developer specification1,675 wordsloyalty-product-specification.md
Coffee Kit: StoreLeads market evidence4,967 wordsmarket-evidence.md
Coffee Kit: product decisions, implementation handoff and prototype specification6,455 wordsproduct-strategy.md
Subscription operations: build with merchants before fixing the rules1,392 wordssubscription-operations-discovery.md
Subscription Studio: complete functionality specification1,977 wordssubscription-product-specification.md
Coffee Kit subscription reference atlas1,899 wordssubscription-reference-atlas.md
Coffee Kit: subscriptions evidence and route decision6,580 wordssubscriptions-evidence.md
Coffee Kit: UX, source assets and design handoff6,494 wordsux-assets-evidence.md
Coffee Kit: Astra website and wireframe handoff957 wordsux-website-handoff.md

How to read the evidence

Export counts describe screening cohorts. Public documentation establishes advertised or documented capabilities. Source inspection establishes what code exists. Live observations establish only the interactions checked. Prices, pilot gates and costs marked as proposals remain unvalidated.

Private prospect rows, raw StoreLeads exports, credentials and local machine paths are excluded from this web package. The complete developer handoff remains local.

Generated from the local research Markdown. The complete Markdown handoff and private datasets remain in the local project. This web edition includes selected supporting visuals and scenario downloads.