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Consumer Packaged Goods · Rank #1 of 100

Oreo

https://www.oreo.com
Agent Readiness
86/100
Agent-Ready
Example agent task tested

Can an AI agent locate seasonal flavors and where to buy?

Dimension Breakdown

Six-dimension scorecard

AI Discoverability91
Answer Engine Readiness84
Agent Usability100
Trust & Verification64
Content Worthiness81
Machine Readiness96
Key Strengths

What's working

  • robots.txt present
    GET https://www.oreo.com/robots.txt → HTTP 200, 16 directive lines
  • XML sitemap discovered
    https://www.oreo.com/sitemap.xml → 500 URL(s) listed
  • Primary content structure
    8596 chars of visible text, <h1> present, <main>=yes
  • Machine-readable capability discovery
    Verified endpoints: openid-configuration (200), ucp.json (200)
  • Emerging commerce protocol signals (x402, ACP, UCP, MPP)
    Signals: UCP (Universal Commerce Protocol) · JSON-verified: UCP (Universal Commerce Protocol)
Key Gaps

Biggest opportunities

  • Trust and proof signals
    No trust-building signals detected
    → Add an About page, visible testimonials or customer logos, and standard policy pages (Privacy, Terms).
  • MCP server card (.well-known/mcp.json)
    No `/.well-known/mcp.json` or `/.well-known/mcp` available
    → Publish `/.well-known/mcp.json` describing your MCP server: include `name`, `description`, `capabilities`, `tools[]`, and optional `auth` endpoints per the MCP spec.
  • Question-form headings
    0/22 H2/H3 (0%) are question-form across 2 page(s): / 0/17, /products/oreoid-star-wars 0/5.
    → Rewrite at least 40% of section headings — especially on articles, FAQ, and docs pages — as the question your audience would actually ask.
  • About page discoverable
    No /about, /team, /company, or /who-we-are URL discovered.
    → Publish an About page at /about (or /company) and link to it from the main nav.
  • AI-bot directives
    robots.txt exists but no AI-crawler user-agent is named
    → Add explicit User-agent blocks for GPTBot, ClaudeBot, PerplexityBot, Google-Extended, CCBot with your intended Allow/Disallow.
Suggested Improvements

Where to focus next

  1. Trust and proof signals — Add an About page, visible testimonials or customer logos, and standard policy pages (Privacy, Terms).
  2. MCP server card (.well-known/mcp.json) — Publish `/.well-known/mcp.json` describing your MCP server: include `name`, `description`, `capabilities`, `tools[]`, and optional `auth` endpoints per the MCP spec.
  3. Question-form headings — Rewrite at least 40% of section headings — especially on articles, FAQ, and docs pages — as the question your audience would actually ask.
  4. About page discoverable — Publish an About page at /about (or /company) and link to it from the main nav.
  5. AI-bot directives — Add explicit User-agent blocks for GPTBot, ClaudeBot, PerplexityBot, Google-Extended, CCBot with your intended Allow/Disallow.

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Last scanned 6/5/2026, 4:56:17 PM · Scan duration 10s · Detected site type: commerce

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