{
  "recorded_at": "2026-09-10",
  "store": "https://quickchat-ai.myshopify.com",
  "environment": "Locally running Quickchat AI App and genuine external Shopify requests. Fictional demonstration store. The September 10 finder tests made no cart calls. The separate September 14 cart retest is recorded below. No checkout, order or payment was completed.",
  "caveat": "Small author test set, not an accuracy benchmark. AI scores assess reply text and can be wrong. Catalog excerpts retain selected fields; product values can change.",
  "cart_retest": {
    "recorded_at": "2026-09-14",
    "request": "Please add one Iron snowboard in Ice to a new cart. Check that this variant is available first. I am not selecting a length. Show me the cart, but do not place an order or take payment.",
    "tools_called": ["search_catalog", "get_product", "create_cart"],
    "product": "Iron - Ice",
    "quantity": 1,
    "total_amount": "699.95",
    "currency": "USD",
    "native_checkout_card_saved": true,
    "conversation_cart_id_saved": true,
    "cart_manually_seeded": false,
    "real_order_or_payment": false
  },
  "final_test_context": {
    "shopify_language": "en",
    "shopify_country": "US"
  },
  "baseline_broad_request": {
    "request": "Help me choose a snowboard.",
    "reply": "Nice choice  \n\nFirst, a couple of quick questions so I can narrow this down properly:\n1) What’s your riding level: first-timer, beginner, intermediate, or advanced?\n2) Where will you ride most: groomed resort runs, park, powder/off-piste, or “a bit of everything”?\n3) Rough budget for the board only in USD?\n\nFrom the boards above, for context:\n- Ether – very forgiving, great for learning and progressing\n- Oxygen – versatile all-rounder for riding everywhere\n- AI’s board – precise, slalom-style, better for experienced riders\n- Moonlight – focused on powder and soft snow\n- Iron – premium, durable all-mountain option\n\nAnswer those 3 questions and I’ll tell you exactly which 1–2 models fit you best and why.",
    "products": [
      {
        "name": "Ether",
        "price": "$949.95"
      },
      {
        "name": "Oxygen",
        "price": "$1,025.00"
      },
      {
        "name": "AI's board",
        "price": "$629.95"
      },
      {
        "name": "Moonlight",
        "price": "$885.95"
      },
      {
        "name": "Iron",
        "price": "$699.95"
      }
    ],
    "calls": [
      {
        "tool": "search_catalog",
        "input": {
          "catalog": {
            "query": "snowboard",
            "context": {
              "intent": "customer wants a snowboard",
              "currency": "USD"
            },
            "filters": {
              "available": true
            }
          }
        },
        "status": "success"
      }
    ]
  },
  "final_batch": [
    {
      "request": "Help me choose a snowboard.",
      "reply": "What’s your current riding level: beginner, intermediate, or advanced?",
      "evaluator_score": 5,
      "evaluator_justification": "For a user who only says “Help me choose a snowboard,” the rubric requires asking one relevant question and not recommending products yet; the response does exactly that with a single, appropriate question about riding level and no recommendations or cart claims."
    },
    {
      "request": "I am an intermediate rider. I ride groomed resort runs and want to improve my carving. My maximum budget is $800 USD.",
      "reply": "Here are two boards that fit what you described:\n\n1) Hydrogen – about $600.00 USD  \nDirectional all-mountain board with a core engineered for edge grip and stability, good for working on confident carves on groomed resort runs.\n\n2) Jamie's Board – about $785.95 USD  \nPositioned for on-piste riding with an emphasis on precision and control, aimed at intermediate to advanced riders who like prepared slopes and higher speed.\n\nWould you rather prioritize easier progression (Hydrogen) or a more aggressive, precision-focused feel (Jamie’s Board)?",
      "evaluator_score": 5,
      "evaluator_justification": "The user provided riding level, terrain, and budget, and the assistant correctly responded with a shortlist of two plausible boards within budget, in the user’s language, with explanations tied to their carving/groomer focus and no extra clarifying questions or cart claims."
    },
    {
      "request": "I need ski boots in EU size 42 under $300 USD.",
      "reply": "I could not find any ski boots in this catalog, so I cannot match EU 42 under 300 USD here.\n\nIf you like, I can help you pick a snowboard or snowboard boots instead, using your budget and size as a starting point.",
      "evaluator_score": 5,
      "evaluator_justification": "The assistant correctly states it cannot find matching ski boots and does not recommend unrelated products, stays within budget context, uses the user’s language (English), and does not claim to have created a cart, fully matching the ski boots rule."
    },
    {
      "request": "Please check whether the Iron snowboard in Ice is available to order and what it costs. Do not add it to a cart.",
      "reply": "The Iron snowboard in the Ice color is available to order.\n\nCurrent price: $699.95 USD.",
      "evaluator_score": 5,
      "evaluator_justification": "Correctly handles the Iron/Ice price check by stating availability and the required price of 699.95 USD, does not mention adding to a cart, and matches the user’s English language."
    },
    {
      "request": "Can I get the Iron snowboard in Ice, size 156 cm? Do not add it to a cart.",
      "reply": "Short answer: I cannot confirm that.\n\nDetails:\n- The Iron snowboard in the catalog only has Color as an option (Ice, Dawn, Powder, Electric, Sunset).\n- There is no selectable size option and no specific 156 cm variant shown in the live data.\n- The description mentions sizes ranging from 144–160 cm, but this is just a text range, not an actual size selector, so I cannot verify that 156 cm is available to order.\n\nYou can pick the Ice color, but I cannot confirm an exact 156 cm length from here.",
      "evaluator_score": 5,
      "evaluator_justification": "The response correctly states that the specific 156 cm length cannot be confirmed because Iron has no selectable size option, stays within the user’s language, and does not claim to have created a cart, fully matching the relevant criteria for the Iron/Ice/156 cm check."
    },
    {
      "request": "Can I order the Hellium snowboard in Black with the Tapered design? Check only; do not add anything to a cart.",
      "reply": "I checked that specific combination for you.\n\nThe Hellium snowboard does have a variant with Color: Black and Snowboard design: Tapered, but it is currently not available to order.",
      "evaluator_score": 2,
      "evaluator_justification": "It correctly performs only an availability check and does not mention adding anything to a cart, but it explicitly says the Hellium/Black/Tapered combination exists as a variant and is just unavailable, violating the criterion that the reply must not say this combination is available (i.e., must not affirm it as a valid variant)."
    },
    {
      "request": "Soy un snowboarder de nivel intermedio. Suelo ir por pistas preparadas y tengo un presupuesto máximo de 800 USD. ¿Qué tabla me recomiendas?",
      "reply": "Con tu nivel intermedio en pista y hasta 800 USD, te destaco dos opciones:\n\n1) Hydrogen – 600,00 USD  \nTabla all-mountain con forma direccional y núcleo ligero, orientada a estabilidad y buen agarre cuando vas rápido por pista.\n\n2) Jamie's Board – 785,95 USD  \nPensada específicamente para carving en pistas preparadas, orientada a riders intermedios y avanzados que quieren más precisión y respuesta.\n\n¿Te interesa algo más polivalente como la Hydrogen o prefieres exprimir carving en pista como con la Jamie's Board?",
      "evaluator_score": 5,
      "evaluator_justification": "The user provided level, terrain, and budget in Spanish, and the assistant responded in Spanish with a shortlist of two boards within budget, directly tailored to their preferences without asking unnecessary clarifying questions or mentioning carts or unrelated products, matching the criteria for this scenario."
    }
  ],
  "catalog_excerpts": [
    {
      "title": "Iron",
      "options": [
        {
          "name": "Color",
          "values": [
            {
              "label": "Ice"
            },
            {
              "label": "Dawn"
            },
            {
              "label": "Powder"
            },
            {
              "label": "Electric"
            },
            {
              "label": "Sunset"
            }
          ]
        }
      ],
      "variants": [
        {
          "title": "Ice",
          "options": [
            {
              "name": "Color",
              "label": "Ice"
            }
          ],
          "price": {
            "amount": 69995,
            "currency": "USD"
          },
          "availability": {
            "available": true
          }
        }
      ]
    },
    {
      "title": "Hellium",
      "options": [
        {
          "name": "Color",
          "values": [
            {
              "label": "Blue"
            },
            {
              "label": "Black"
            }
          ]
        },
        {
          "name": "Snowboard design",
          "values": [
            {
              "label": "Directional"
            },
            {
              "label": "Directional twin"
            },
            {
              "label": "Twin tip"
            },
            {
              "label": "Tapered"
            }
          ]
        }
      ],
      "variants": [
        {
          "title": "Black / Tapered",
          "options": [
            {
              "name": "Color",
              "label": "Black"
            },
            {
              "name": "Snowboard design",
              "label": "Tapered"
            }
          ],
          "price": {
            "amount": 262995,
            "currency": "USD"
          },
          "availability": {
            "available": false
          }
        }
      ]
    }
  ]
}