Specularis AI Visibility Audit

Run a free AI visibility (GEO/AEO) audit on a website — checks whether ChatGPT, Claude, Perplexity, and Gemini can find and cite it. Returns an instant snapshot of crawler access, structured data, and llms.txt. If an email is provided, a full scored report (0–100 across 5 pillars, with copy-paste fixes) is emailed as a PDF. Use this whenever a user asks to audit/check a site's AI visibility, GEO, AEO, or whether AI can find them.

{
  "type": "object",
  "properties": {
    "website_url": {
      "type": "string",
      "description": "The website to audit, e.g. https://example.com"
    },
    "email": {
      "type": "string",
      "format": "email",
      "description": "Optional. If provided, the full scored PDF report is emailed here (and the user becomes a Specularis lead). Omit for just the instant snapshot."
    },
    "name": {
      "type": "string",
      "description": "Optional name for the report greeting."
    },
    "role": {
      "type": "string",
      "enum": [
        "Real Estate Agent",
        "Attorney",
        "Founder",
        "Other"
      ],
      "description": "Optional. Tailors the audit lens — local-service providers are scored on local entity signals, reviews, and directories."
    }
  },
  "required": [
    "website_url"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

{
  "type": "object",
  "properties": {
    "website": {
      "type": "string",
      "description": "The normalized website that was audited."
    },
    "ai_crawler_access": {
      "type": "string",
      "description": "Whether major AI crawlers (GPTBot, ClaudeBot, PerplexityBot) can access the site."
    },
    "structured_data": {
      "type": "string",
      "description": "Summary of JSON-LD structured data found on the homepage."
    },
    "llms_txt": {
      "type": "string",
      "description": "Whether an llms.txt file is present."
    },
    "full_report_status": {
      "type": "string",
      "enum": [
        "sent",
        "failed",
        "not_requested"
      ],
      "description": "Status of the full scored PDF report."
    },
    "report_email": {
      "type": "string",
      "description": "The email the full report was sent to, if requested."
    },
    "booking_url": {
      "type": "string",
      "description": "Link to book a Specularis strategy call."
    }
  },
  "required": [
    "website",
    "ai_crawler_access",
    "structured_data",
    "llms_txt",
    "full_report_status",
    "booking_url"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Get the link to book a free Specularis strategy call about AI visibility / GEO / AEO.

{
  "type": "object",
  "properties": {}
}

{
  "type": "object",
  "properties": {
    "booking_url": {
      "type": "string",
      "description": "Link to book a free 15-minute Specularis strategy call."
    }
  },
  "required": [
    "booking_url"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Given a buyer query (e.g. 'best real estate agent in Tampa') and a website domain, find the exact sources ChatGPT, Perplexity, Claude, and Gemini cite when answering that query — and whether the domain appears in any of them. Returns the ranked source list (with which engine cites each) and an 'appears in X of N' gap. Use this whenever a user wants to know where AI gets its answers about their industry, which pages AI trusts for a query, or whether their business shows up in AI recommendations.

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "The question a customer would ask AI, e.g. 'best personal injury lawyer in Miami'."
    },
    "domain": {
      "type": "string",
      "description": "The website to check for, e.g. example.com"
    }
  },
  "required": [
    "query",
    "domain"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string"
    },
    "domain": {
      "type": "string"
    },
    "total_sources": {
      "type": "number",
      "description": "How many distinct sources AI cites for this query."
    },
    "appears_in": {
      "type": "number",
      "description": "How many of those sources the domain currently appears in."
    },
    "sources": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "rank": {
            "type": "number"
          },
          "name": {
            "type": "string"
          },
          "host": {
            "type": "string"
          },
          "type": {
            "type": "string",
            "description": "Source type, e.g. Directory / review platform, Reddit thread, Website / blog."
          },
          "engines": {
            "type": "array",
            "items": {
              "type": "string"
            },
            "description": "Which AI engines cite this source (Perplexity, Claude)."
          },
          "you_appear": {
            "type": "boolean"
          }
        },
        "required": [
          "rank",
          "name",
          "host",
          "type",
          "engines",
          "you_appear"
        ],
        "additionalProperties": false
      }
    },
    "booking_url": {
      "type": "string"
    }
  },
  "required": [
    "query",
    "domain",
    "total_sources",
    "appears_in",
    "sources",
    "booking_url"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}