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    "title": "GoodFirms Agency Directory Scraper — Rating, Rate & Employees",
    "description": "Search the GoodFirms B2B agency directory by category. Returns each listed agency's rating, review count, hourly rate, employee range, location, founding year, website, and (best-effort) email/phone/full address/services.",
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          "categories"
        ],
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            "type": "array",
            "description": "GoodFirms category URL slugs to scrape, exactly as they appear at goodfirms.co/<slug> (e.g. 'seo-agencies', 'ecommerce-development-companies', 'cloud-computing-companies', 'devops-companies', 'advertising-companies'). This is NOT a free-text keyword search — the slug must be a real GoodFirms category URL segment, not a guessed one (e.g. 'web-design-companies' does not exist even though it reads naturally). Browse goodfirms.co and copy the last path segment of a category page's URL to find a valid slug. Each category is scraped independently.",
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          },
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            "default": 3
          },
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