COMING SOON

We help AI agents make better shopping decisions.

Product.ai is the verification layer for commerce.

Soon your agents will access the verification layer through MCP or API.

One verified verdict, two readers: a person gets the plain-language no; an AI agent gets the same verdict as structured JSON over MCP.

ONE VERDICT, TWO READERS checked Aug 2026

HUMAN CARD · AS A PERSON READS IT

you asked: are the glowritual radiance drops worth $54?

A confident no

Skip the GlowRitual Radiance Drops.

Names the ingredient, never the amount

dose arithmetic

3 truths · checked Aug 2026

MACHINE BLOCK · AS AN AGENT READS IT

{
  "verdict": "Skip the GlowRitual Radiance Drops.",
  "confidence_words": "a confident no",
  "truths": 3,
  "receipts": "checked Aug 2026"
}

How agents will connect to verified commerce

MCP server

AI assistants will read our published verdicts through an MCP server, the standard connector between assistants and outside sources. Reading is free, with no key or login, and rate limits keep the service stable.

REST API

Developers who want the same verified verdicts in production will pull them over a plain REST API.

JSON

Every answer arrives as structured JSON, so an agent can parse the claims, sources, and confidence scores without scraping a web page.

Product.ai is building verified product answers for AI agents and developers. Soon an agent will read the same answer a human sees, in machine-readable form, over MCP or a REST API. The published answers will be free to read.

Shopping for something big? Get verified product recommendations.

Try Product.ai

Agent View · application/ld+json

{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@id": "https://product.ai/#organization"
    },
    {
      "@type": "WebPage",
      "@id": "https://product.ai/developers/#webpage",
      "name": "Product.ai for AI Agents: MCP and API Coming Soon",
      "description": "Soon your AI agents will access Product.ai's verification layer through MCP or API: verified product recommendations as JSON, evidence behind every claim.",
      "url": "https://product.ai/developers/",
      "isPartOf": {
        "@id": "https://product.ai/#website"
      },
      "about": {
        "@id": "https://product.ai/#organization"
      },
      "publisher": {
        "@id": "https://product.ai/#organization"
      }
    },
    {
      "@type": "BreadcrumbList",
      "itemListElement": [
        {
          "@type": "ListItem",
          "position": 1,
          "name": "Product.ai",
          "item": "https://product.ai"
        },
        {
          "@type": "ListItem",
          "position": 2,
          "name": "For Agents",
          "item": "https://product.ai/developers/"
        }
      ]
    }
  ]
}