{
  "format": "cart-for-agents twin v1",
  "type": "homepage",
  "url": "https://cartforagents.com/",
  "twin": "https://cartforagents.com/index.json",
  "publisher": "Cart for Agents",
  "descriptor": "What AI shopping agents know about your products",
  "paid_placement": false,
  "generated": "2026-10-27",
  "headline": "Agents can't pick what your page never says.",
  "offer": {
    "what": "Send a product link. We'll email you what AI shopping agents can see, what's missing, and how to fix it.",
    "how": {
      "method": "POST",
      "endpoint": "https://cartforagents.com/api/check",
      "body": {
        "url": "product page URL",
        "email": "where to send the report"
      },
      "status": "concierge: report emailed within 24 hours"
    },
    "cost": "free"
  },
  "how_an_agent_shops": [
    {
      "step": "find",
      "says": "It searches catalogs and the web for products that match what the shopper asked for."
    },
    {
      "step": "understand",
      "says": "It reads the facts written on your page. A spec inside a photo doesn't count."
    },
    {
      "step": "pick",
      "says": "It shortlists the products that prove they fit. Facts it never got can't help you."
    }
  ],
  "finding": {
    "kind": "field note",
    "title": "Two humidifiers say \"quiet.\" Only one gives the number.",
    "intent": "humidifier for dry winter air large room quiet",
    "observed": [
      {
        "listing": "A",
        "says": "runs quietly enough to leave on overnight",
        "gives_number": false
      },
      {
        "listing": "B",
        "says": "21dB Quiet",
        "gives_number": true
      }
    ],
    "both_in_top_10": true,
    "source": "Source: Shopify's agent catalog, Oct 26, 2026",
    "sampled": "2026-10-26",
    "names_withheld": true,
    "url": "https://cartforagents.com/research/quiet-humidifiers"
  },
  "sample_results": [
    {
      "sample": true,
      "intent": "parka rated to minus 30",
      "missing": "TEMP RATING NOT FOUND",
      "fix": "Add the rated temperature as text and a field: \"rated to -30 °C\"."
    },
    {
      "sample": true,
      "intent": "quiet humidifier",
      "missing": "NO DECIBEL FIGURE",
      "fix": "Print the measured noise level in dB in the title or a spec line."
    },
    {
      "sample": true,
      "intent": "low-wrinkle linen shirt",
      "missing": "FABRIC BLEND NOT FOUND",
      "fix": "State the fabric blend in text, e.g. \"55% linen, 45% cotton\"."
    }
  ],
  "comparison": {
    "columns": [
      "BRAND-MENTION TOOLS",
      "CART FOR AGENTS"
    ],
    "rows": [
      {
        "row": "Asks",
        "brand_mentions": "Does AI mention my brand?",
        "product_shelf": "Does this product show up for this search?"
      },
      {
        "row": "Looks at",
        "brand_mentions": "Your brand, across many prompts",
        "product_shelf": "One product, one real shopper search"
      },
      {
        "row": "You get",
        "brand_mentions": "A visibility score",
        "product_shelf": "The exact facts the agent got, and the fix"
      }
    ]
  },
  "faq": [
    {
      "q": "Is anyone actually shopping this way?",
      "a": "Some are, and it's still small next to Google. That's why now is the time to check: the fixes are cheap and the channel is young."
    },
    {
      "q": "Shopify already put me in ChatGPT. Isn't that enough?",
      "a": "It put your products in the catalog agents shop from. Being in the catalog isn't the same as being picked for \"quiet\" or \"rated to minus 30\". That depends on which facts reached it."
    },
    {
      "q": "Isn't this just SEO with a new name?",
      "a": "Partly. Clear facts help everywhere. What's new is the unit: one product against one shopper's question, with the exact words the agent received."
    },
    {
      "q": "Why no score?",
      "a": "Because a number you can't check is the problem with this whole category. We show what the agent got, word for word, so you can verify every line."
    },
    {
      "q": "Can you see what ChatGPT tells my customers?",
      "a": "No, and be wary of anyone who says they can. We read Shopify's agent catalog, the one it sends to ChatGPT, Copilot, Google AI Mode and Gemini, plus the open web. Each assistant then adds its own sources and ranking."
    },
    {
      "q": "Will you rewrite my product pages with AI?",
      "a": "No. We tell you which fact is missing and where to put it. You write it, because you know whether it's true."
    },
    {
      "q": "Do I need to be on Shopify?",
      "a": "For now, yes. Shopify's agent catalog is the shelf we read. Open-web checks work for any store."
    }
  ],
  "for_agents": {
    "start": "https://cartforagents.com/llms.txt",
    "note": "Rankings here are never paid for."
  },
  "not_yet_available": [
    "instant product checks (/check/{id} for real products)",
    "weekly shelf checks",
    "MCP server",
    "rising-intents board"
  ]
}