Curated resources, definitions, and research papers on AI shopping visibility, product discovery, and AI-powered commerce.
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Updated
Dec 28, 2025
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product-discovery-framework
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Original I-D-E-A Framework™ — A Lean Path from Imagination to Validated MVP
product-design product product-discovery mangaldeepsahoo mangaldeep-sahoo product-discovery-framework
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Oct 19, 2025
A local-first PM agent kernel for turning fuzzy product ideas into clearer problem framing, decision gates, validation plans, and reusable project context. 一个本地可运行的产品判断 agent 内核，帮助产品经理把模糊需求、用户反馈和方案想法整理成问题定义、决策关口和验证计划。
python cli validation decision-making product-management product-manager workflow-automation pm-tools product-discovery local-first ai-agent requirements-analysis llm-agent agentic-workflow product-discovery-framework
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May 17, 2026 - Python
🌐 Define AI visibility with clear terms and standards for website interaction with AI systems, ensuring reliable and safe discovery and use.
definition schema-org structured-data ai-search product-discovery large-language-models ecommerce-ai llms-txt ai-visibility product-discovery-framework ai-shopping ai-visibility-checking ai-discovery-files technical-standard
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May 29, 2026 - PHP
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