ToolAssay

Menu engineering from POS sales with head chef Cristopher's verified costing rul

Menu engineering from POS sales with head chef Cristopher's verified costing rules. Send 2-200 dishes with units sold, menu price (inc GST by default) and plate cost; each dish gets contribution margin, menu mix %, food cost % and its class: Star, Plowhorse, Puzzle or Dog (70% popularity rule, sales-weighted average margin), with his action for each. The whole menu is one pool; catering platters are judged on their own. Only a 200 answer is charged; refusals are free.

Not tested: has real-world effectsour last check, 2026-10-21
0 of 0checks answered this week
n/amedian answer time
$0.02listed price per call
n/aprice it asked us

Paid test badge: not yet. The checks above are free: we call the tool without paying and read the payment request it sends back. The Verified badge needs paid calls whose answers match the promised output, and nobody can buy a badge.

Endpoint

POST https://kitchen-pass.netlify.app/v1/menu-engineering

CategoryMarket data
Provider hostkitchen-pass.netlify.app
Networkseip155:8453
Payment schemesexact
Self-reported calls, 30 days1 from 1 payers (the provider's figure, not ours)

Our checks, last 30 days

We never call tools that send, buy, move money or file anything, not even without paying.

Example input (from the provider)

{
  "body": {
    "dishes": [
      {
        "menuPrice": 28,
        "name": "fish and chips",
        "plateCost": 8.4,
        "unitsSold": 120
      },
      {
        "menuPrice": 42,
        "name": "steak frites",
        "plateCost": 14.5,
        "unitsSold": 90
      },
      {
        "menuPrice": 34,
        "name": "duck salad",
        "plateCost": 9.2,
        "unitsSold": 25
      },
      {
        "menuPrice": 26,
        "name": "mushroom risotto",
        "plateCost": 7.9,
        "unitsSold": 30
      }
    ]
  },
  "bodyType": "json",
  "method": "POST",
  "type": "http"
}

Promised output schema (from the provider)

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "input": {
      "additionalProperties": false,
      "properties": {
        "body": {
          "properties": {
            "dishes": {
              "items": {
                "properties": {
                  "catering": {
                    "type": "boolean"
                  },
                  "menuPrice": {
                    "type": "number"
                  },
                  "name": {
                    "type": "string"
                  },
                  "plateCost": {
                    "type": "number"
                  },
                  "section": {
                    "type": "string"
                  },
                  "unitsSold": {
                    "type": "integer"
                  }
                },
                "required": [
                  "name",
                  "unitsSold",
                  "menuPrice",
                  "plateCost"
                ],
                "type": "object"
              },
              "type": "array"
            },
            "pricesIncludeTax": {
              "type": "boolean"
            },
            "taxPct": {
              "type": "number"
            }
          },
          "required": [
            "dishes"
          ],
          "type": "object"
        },
        "bodyType": {
          "enum": [
            "json",
            "form-data",
            "text"
          ],
          "type": "string"
        },
        "method": {
          "enum": [
            "POST"
          ],
          "type": "string"
        },
        "type": {
          "const": "http",
          "type": "string"
        }
      },
      "required": [
        "type",
        "method",
        "bodyType",
        "body"
      ],
      "type": "object"
    },
    "output": {
      "properties": {
        "example": {
          "properties": {
            "dishes": {
              "type": "array"
            },
            "pools": {
              "type": "array"
            },
            "provenance": {
              "properties": {
                "dataVersion": {
                  "type": "string"
                },
                "label": {
                  "type": "string"
                }
              },
              "type": "object"
            },
            "status": {
              "type": "string"
            },
            "thresholds": {
              "type": "object"
            },
            "totals": {
              "type": "object"
            },
            "workings": {
              "type": "array"
            }
          },
          "type": "object"
        },
        "type": {
          "type": "string"
        }
      },
      "required": [
        "type"
      ],
      "type": "object"
    }
  },
  "required": [
    "input"
  ],
  "type": "object"
}

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