AI Readiness Report

robots.txt reachable.

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sitemap.xml declared.

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GPTBot allowed in robots.txt.

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ClaudeBot allowed in robots.txt.

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Google-Extended allowed in robots.txt.

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Bytespider allowed in robots.txt.

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KimiBot allowed in robots.txt.

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No Organization/LocalBusiness schema.

No Organization / LocalBusiness schema was detected. AI engines rely on this markup to build accurate entity relationships and brand understanding, which directly affects citation quality.

1. Copy the JSON-LD snippet below into the <head> section of your homepage.
2. Replace name, url and logo with your actual brand details (use an absolute URL for the logo).
3. Re-run the analysis after deploying the change.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Restaurant Refrigeration Management Software | OperaSense by Stratosfy",
  "url": "https://stratosfy.io/industries/restaurants-qsr-v2",
  "logo": "https://stratosfy.io/assets/stratosfy-logo-C7GGmm8p.png"
}
</script>

No Product schema.

No Product schema was detected. E-commerce or product content cannot be recognised and cited by AI as a structured entity, which costs you rich-result placement.

1. Add the Product JSON-LD below to each product detail page.
2. Replace name, image, price and brand with real values (price must be a numeric string).
3. Use ItemList to aggregate multiple products on listing pages.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Product",
  "name": "Restaurant Refrigeration Management Software | OperaSense by Stratosfy Product Name",
  "image": ["https://stratosfy.io/assets/stratosfy-logo-C7GGmm8p.png"],
  "description": "Brief product description",
  "brand": { "@type": "Brand", "name": "Restaurant Refrigeration Management Software | OperaSense by Stratosfy" },
  "offers": { "@type": "Offer", "priceCurrency": "USD", "price": "0" }
}
</script>

FAQPage schema present.

No automated fix snippet for this item — address it directly, or see Actionable Recommendations.

No Article schema.

No Article schema was detected. Editorial content is less likely to be treated as an authoritative source by AI, and you miss rich-result placement.

1. Add the Article JSON-LD below to each article page.
2. Ensure author, publisher and datePublished match the visible content.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Article",
  "headline": "Article title",
  "author": { "@type": "Person", "name": "Author name" },
  "publisher": { "@type": "Organization", "name": "Restaurant Refrigeration Management Software | OperaSense by Stratosfy" },
  "datePublished": "2026-01-01",
  "dateModified": "2026-01-01"
}
</script>

Breadcrumb schema present.

No automated fix snippet for this item — address it directly, or see Actionable Recommendations.

Entity fields covered: 0/11.

Brand entity coverage is insufficient. AI cannot build a complete entity profile (description, contact details, industry, sameAs social links, etc.), lowering the chance of accurate citations.

1. Extend your Organization / WebSite schema with description, telephone, email, address, industry, founder and foundingDate.
2. Link official social profiles, Wikipedia or other authoritative pages via sameAs.
3. Keep the brand name and logo consistent across all pages.

Homepage content depth: 5/5.

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About page reachable.

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Product page reachable.

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No FAQ page found.

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Blog / Case page reachable.

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Rich topical content detected.

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Blog / case / news section reachable.

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Author / byline information present.

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Brand entity present but not consistently surfaced.

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Few external trust signals.

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No OpenAPI descriptor detected.

No OpenAPI / Swagger descriptor was detected. AI agents cannot auto-discover or invoke your API, which means you miss tool-integration opportunities.

1. Serve the OpenAPI 3.0 manifest below at /openapi.json.
2. Fill in your real paths, component schemas and authentication method.
3. Link to the descriptor from your homepage or developer docs.

{
  "openapi": "3.0.3",
  "info": {
    "title": "Restaurant Refrigeration Management Software | OperaSense by Stratosfy API",
    "version": "1.0.0",
    "description": "Machine-readable API for Restaurant Refrigeration Management Software | OperaSense by Stratosfy"
  },
  "servers": [{ "url": "https://stratosfy.io/industries/restaurants-qsr-v2/api" }],
  "paths": {
    "/health": {
      "get": {
        "summary": "Service health",
        "responses": { "200": { "description": "OK" } }
      }
    }
  }
}

No Model Context Protocol endpoint found.

No Model Context Protocol (MCP) endpoint was detected. AI agents cannot tool-enable your service through tools or resources without it.

1. Serve the manifest below at /.well-known/mcp.json.
2. Implement the corresponding MCP server (tools and resources).
3. Document the integration path in your developer docs.

{
  "protocolVersion": "2024-11-05",
  "serverInfo": { "name": "Restaurant Refrigeration Management Software | OperaSense by Stratosfy", "version": "1.0.0" },
  "capabilities": { "tools": {} },
  "endpoints": { "base": "https://stratosfy.io/industries/restaurants-qsr-v2/mcp" }
}

No AI Actions manifest detected.

No automated fix snippet for this item — address it directly, or see Actionable Recommendations.

API / developer documentation linked.

No automated fix snippet for this item — address it directly, or see Actionable Recommendations.

No RFC 8288 Link response header detected.

No RFC 8288 Link response header was found. Agents cannot discover your API, docs or AI feed from response headers.

1. Add a Link header on your homepage pointing to key machine-readable resources.
2. Example: Link: <https://stratosfy.io/openapi.json>; rel="service-desc", <https://stratosfy.io/llms.txt>; rel="describedby"

No DNS-AID (SVCB/HTTPS) records detected.

No DNS-AID (SVCB/HTTPS) records were detected. Agents cannot discover your AI service endpoint directly from DNS.

1. Publish SVCB or HTTPS DNS records that point to your AI/agent service.
2. These let agents resolve your MCP or API endpoint without crawling HTML.

No Markdown content negotiation (Accept: text/markdown) detected.

No Markdown content negotiation (Accept: text/markdown) was detected. Agents must parse HTML instead of clean Markdown.

1. When the request Accept header is text/markdown, return a clean Markdown version of the page.
2. Point agents to /llms.txt as a fallback machine-readable overview.

No Content Signals directive (ai-train/search/ai-input) detected.

No Content Signals directive (ai-train / search / ai-input) was detected. You are not explicitly telling AI bots how they may use your content.

1. Add a Content-Signals response header or <meta name="content-signals" content="ai-train=yes; search=yes; ai-input=yes">.

No MCP Server Card (.well-known/mcp/server-card.json) found.

No MCP Server Card was found at .well-known/mcp/server-card.json. Agents cannot discover your MCP tools and resources.

1. Serve the Server Card below at /.well-known/mcp/server-card.json.
2. Implement the corresponding MCP server (tools and resources).

{
  "protocolVersion": "2024-11-05",
  "serverInfo": { "name": "Restaurant Refrigeration Management Software | OperaSense by Stratosfy", "version": "1.0.0" },
  "capabilities": { "tools": {}, "resources": {} },
  "endpoints": { "base": "https://stratosfy.io/industries/restaurants-qsr-v2/mcp" }
}

No Agent Skills catalog (.well-known/agent-skills) found.

No Agent Skills catalog was found at .well-known/agent-skills. Agents cannot discover the skills your site offers.

1. Create .well-known/agent-skills/ with an index.json listing your skills.
2. Each skill should have a SKILL.md describing when and how to use it.

No OAuth discovery (.well-known/oauth-authorization-server) found.

No OAuth discovery endpoint (.well-known/oauth-authorization-server) was detected. Agents cannot securely authenticate to your API.

1. Publish an OAuth 2.0 authorization server metadata document at /.well-known/oauth-authorization-server.

No Auth.md found.

No Auth.md was found. Agents lack guidance on how to authenticate against your services.

1. Add an Auth.md at your site root or .well-known/ describing authentication flows for agents.

Served over HTTPS.

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Business contact visible.

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HTTP status 200.

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