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AIツールDead Man Walking

シェフGPT

夕食に何を作るか心配しないで！あなたのパントリーにある食材を入力するだけで、AIを駆使したシェフGPTが美味しいレシピを生成します。

shipped 2025年12月15日cookingfreemium
詳しいレビューを読む↓
ChefGPT を訪問↗
cookingrecipesmeal planning
ChefGPT - AI tool hero image
1料理
2レシピ
3食事計画
𝕏in↑↗

Stork Quadrant

Dead Man Walking· 0/100

An LLM can do most of what this tool's UI promises. No moat, no agent presence.

“ChefGPT is pure prompt wrapping around a capability any LLM can do natively today. A user with Claude, ChatGPT, or Gemini can paste their pantry contents and get identical recipes in seconds. The freemium model doesn't create stickiness—there's no data accumulation, no user network, no liability shift that justifies paying for this over free LLM access.”

— Claude Haiku 4.5, scored 2026-05-26

Defensibility · 0/100

  • Physical-world coupling
  • Regulatory moat
  • Network liquidity
  • Proprietary refreshing data
  • High-trust catastrophic workflows
  • Multi-party coordination
  • Brand / community / taste

An LLM alone could replace

  • Generate recipe from ingredient list
  • Suggest cooking methods and techniques
  • Adapt recipes based on dietary restrictions
  • Provide nutritional information for dishes

Agent-Readiness · 0/100

  • Verified MCP
  • Listed on agent surfaces
  • Usage-based pricing
  • Headless agent auth
  • Public OpenAPI
  • Active changelog
  • llms.txt

How to defend

Pivot to a two-sided network: let users save recipes, rate them, share pantry inventories with friends or meal-prep groups, and surface the highest-rated recipes for given ingredient combos. Or own a vertical—partner with grocery delivery services to pull real pantry data and become the recipe engine embedded in their checkout flow.

  • Ship an MCP server and list it on Stork — biggest single point gain (+25).
  • Get listed in the Anthropic MCP registry, Cursor, or Claude Desktop (+20).
  • Add a usage-based or per-call tier; per-seat-only pricing dies when agents replace seats (+15).
  • Expose API-key auth with a self-serve sandbox tier; remove sales-call gates (+15).
  • Publish an OpenAPI spec at /openapi.json or /.well-known/openapi (+10).
How this score is computed →See the full quadrantHow to defend

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overview

概要

夕食のメニューに悩むことはもうありません！ パントリーにある食材を入力するだけで、ChefGPTがAIを使って美味しいレシピを生成します。

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