{
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    "title": "AI Lead Qualifier — Score Leads & Write Openers",
    "description": "Score any batch of leads against your ideal customer profile (1-10) and draft a personalized cold-open line for each. Feed it any lead scraper's output. Bring your own OpenAI-compatible key.",
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            "title": "Leads",
            "type": "array",
            "description": "Leads to qualify — an array of objects (any shape: name, website, phone, category, etc.) or plain strings. Leave empty if you're using an Input dataset instead."
          },
          "inputDatasetId": {
            "title": "Input dataset ID (optional)",
            "type": "string",
            "description": "Qualify the output of another Actor run: paste its dataset ID (e.g. a directory scraper or the Website Contact Extractor). Combined with any inline leads. Requires 'apifyToken' below (Apify runs actors with limited permissions, so reading another run's dataset needs your token)."
          },
          "apifyToken": {
            "title": "Apify API token (only for Input dataset ID)",
            "type": "string",
            "description": "Your Apify API token — needed ONLY when using 'Input dataset ID' to read another actor run's output (chaining). Console → Settings → API. Stored as a secret. Not needed if you pass leads directly."
          },
          "icpDescription": {
            "title": "Ideal Customer Profile (ICP)",
            "type": "string",
            "description": "Describe your perfect customer in plain words. Be opinionated — specifics produce sharper scoring. e.g. 'Independent restaurants and bars in US metros, not chains, that likely lack a modern POS.'"
          },
          "offerDescription": {
            "title": "Your offer",
            "type": "string",
            "description": "What you sell, in one or two sentences. Used to write the personalized opener."
          },
          "scoreThreshold": {
            "title": "Qualified threshold",
            "minimum": 1,
            "maximum": 10,
            "type": "integer",
            "description": "Leads scoring at or above this (1-10) are marked qualified.",
            "default": 7
          },
          "onlyReturnQualified": {
            "title": "Only return qualified leads",
            "type": "boolean",
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            "default": false
          },
          "model": {
            "title": "Model",
            "type": "string",
            "description": "Chat-completions model name on your provider (e.g. gpt-4o-mini, gpt-4o).",
            "default": "gpt-4o-mini"
          },
          "apiBaseUrl": {
            "title": "API base URL",
            "type": "string",
            "description": "OpenAI-compatible base URL. Default is OpenAI. Point it at Azure OpenAI, OpenRouter, Together, a local server, etc.",
            "default": "https://api.openai.com/v1"
          },
          "apiKey": {
            "title": "API key (your own)",
            "type": "string",
            "description": "Your OpenAI-compatible API key. Stored as a secret; used only to call the model on your behalf. This is why you pay only pennies per lead here — the model cost is billed to your own account."
          },
          "maxLeads": {
            "title": "Max leads per run",
            "minimum": 1,
            "type": "integer",
            "description": "Hard cap. Controls cost.",
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          },
          "concurrency": {
            "title": "Concurrency",
            "minimum": 1,
            "maximum": 10,
            "type": "integer",
            "description": "How many leads to score in parallel (1-10).",
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          }
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              },
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