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        "Nous Group"
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        "Dilate Digital",
        "Nous Group"
      ],
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        {
          "domain": "bestinau.com.au",
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        }
      ],
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      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
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        {
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        "Facilita Consulting",
        "Prime Strategies Group",
        "McKinley Plowman",
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        "SS Accountants & Business Consultants"
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        "https://tdstrategyconsulting.com.au/small-business-consulting/",
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        "tdstrategyconsulting.com.au",
        "originbc.com.au"
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        {
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      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
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        {
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      ],
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        {
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          "domain": "pccsclean.com.au",
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        },
        {
          "domain": "southerncrosscleaning.com.au",
          "class": "owned"
        },
        {
          "domain": "precimaxclean.com.au",
          "class": "owned"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave2/aio__crg26-commercial_cleaning-COM1.json",
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    {
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      "prompt_id": "crg26-commercial_cleaning-COM1",
      "prompt": "What commercial cleaning companies service offices and warehouses in Perth?",
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        "GleamClean",
        "Perth Commercial Cleaning Services",
        "Interpro Property Services",
        "AMC Commercial Cleaning"
      ],
      "brands_recommended": [
        "GleamClean",
        "Perth Commercial Cleaning Services",
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        "AMC Commercial Cleaning"
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        "Perth Commercial Cleaning Services",
        "Interpro Property Services",
        "AMC Commercial Cleaning"
      ],
      "citations_present": true,
      "cited_urls": [
        "https://www.interproservices.com.au/commercial-office-cleaning/",
        "https://www.interproservices.com.au/services-lists/office-cleaning/",
        "https://www.google.com/searchviewer/10?svid=CCYSESoPCg0vZy8xMW1uN2cyeGsxGAo",
        "https://www.google.com/searchviewer/10?svid=CCYSESoPCg0vZy8xMWhwa2hfeGdfGAo",
        "https://www.google.com/searchviewer/10?svid=CCYSESoPCg0vZy8xMWtxcl9tYzlzGAo"
      ],
      "cited_domains": [
        "interproservices.com.au",
        "google.com"
      ],
      "source_classes": [
        {
          "domain": "interproservices.com.au",
          "class": "owned"
        },
        {
          "domain": "google.com",
          "class": "platform-owned"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave3/aio__crg26-commercial_cleaning-COM1.json",
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    },
    {
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      "prompt": "What commercial cleaning companies service offices and warehouses in Perth?",
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        "Southern Cross Cleaning",
        "Perth Commercial Cleaning Services",
        "AMC Commercial Cleaning",
        "East West Cleaning"
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      "brands_recommended": [
        "Southern Cross Cleaning",
        "Perth Commercial Cleaning Services",
        "AMC Commercial Cleaning",
        "East West Cleaning"
      ],
      "brand_order": [
        "Southern Cross Cleaning",
        "Perth Commercial Cleaning Services",
        "AMC Commercial Cleaning",
        "East West Cleaning"
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      "citations_present": true,
      "cited_urls": [
        "https://southerncrosscleaning.com.au/about/",
        "https://eastwestcleaning.com.au/discover-top-commercial-cleaners-in-perth-east-west-cleaning-is-your-local-commercial-cleaner/",
        "https://www.google.com/searchviewer/10?svid=CCYSESoPCg0vZy8xMW1uN2cyeGsxGAo"
      ],
      "cited_domains": [
        "southerncrosscleaning.com.au",
        "eastwestcleaning.com.au",
        "google.com"
      ],
      "source_classes": [
        {
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        },
        {
          "domain": "eastwestcleaning.com.au",
          "class": "owned"
        },
        {
          "domain": "google.com",
          "class": "platform-owned"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave4/aio__crg26-commercial_cleaning-COM1.json",
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    },
    {
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      "prompt": "What commercial cleaning companies service offices and warehouses in Perth?",
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      "session_profile": "api",
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      "brands_recommended": [],
      "brand_order": [],
      "citations_present": false,
      "cited_urls": [],
      "cited_domains": [],
      "source_classes": [],
      "response_notes": "Registered question type: commercial_discovery. No AI Overview was returned for this request; recorded as absent, not as an empty answer.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave5/aio__crg26-commercial_cleaning-COM1.json",
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    {
      "observation_id": "crg26-commercial-cleaning-com2-aim-20261109-r01",
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      "prompt": "Commercial cleaners in Perth who handle gyms, schools and childcare centres.",
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      "buyer_stage": "consideration",
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      "session_profile": "api",
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        "GleamClean",
        "Perth Commercial Cleaning Services",
        "AMC Commercial Cleaning",
        "Cleancorp Perth",
        "Precimax Clean"
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        "Cleancorp Perth"
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        "Cleancorp Perth"
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      "cited_urls": [
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        "https://www.google.com/searchviewer/10?svid=CCYSESoPCg0vZy8xMWhwa2hfeGdfGAo",
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      "cited_domains": [
        "google.com"
      ],
      "source_classes": [
        {
          "domain": "google.com",
          "class": "platform-owned"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave1/ai_mode__crg26-commercial_cleaning-COM2.json",
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    },
    {
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      "model_or_surface": "google-ai-mode",
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        "https://www.google.com/searchviewer/10?svid=CCYSESoPCg0vZy8xMWhwa2hfeGdfGAo",
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      "cited_domains": [
        "google.com"
      ],
      "source_classes": [
        {
          "domain": "google.com",
          "class": "platform-owned"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave2/ai_mode__crg26-commercial_cleaning-COM2.json",
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    {
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      "model_or_surface": "google-ai-mode",
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        "Intrepid Cleaning",
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        "HCS Commercial Cleaning",
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      "citations_present": true,
      "cited_urls": [
        "https://www.google.com/searchviewer/10?svid=CCYSESoPCg0vZy8xMWhwa2hfeGdfGAo",
        "https://www.google.com/searchviewer/10?svid=CCYSESoPCg0vZy8xMXZscTk4Z2xjGAo",
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      "cited_domains": [
        "google.com"
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      "source_classes": [
        {
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          "class": "platform-owned"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave3/ai_mode__crg26-commercial_cleaning-COM2.json",
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      "cited_urls": [
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        "https://www.google.com/searchviewer/10?svid=CCYSESoPCg0vZy8xMWhwa2hfeGdfGAo",
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        {
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      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave4/ai_mode__crg26-commercial_cleaning-COM2.json",
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      "response_notes": "Registered question type: commercial_discovery.",
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        },
        {
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      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave1/aio__crg26-commercial_cleaning-COM2.json",
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      "cited_urls": [
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        "https://www.pccsclean.com.au/schools-education-cleaning-perth/"
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      "cited_domains": [
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      "source_classes": [
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        {
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        },
        {
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        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave2/aio__crg26-commercial_cleaning-COM2.json",
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        },
        {
          "domain": "murfett.com.au",
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        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave1/aio__crg26-commercial_lawyer-COM1.json",
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        "Cooper Webb Legal"
      ],
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        "Cooper Webb Legal"
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        "Solomon Hollett Lawyers",
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        "Cooper Webb Legal"
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        "https://www.rowebristol.com.au/",
        "https://legalvision.com.au/contract-lawyer-perth/"
      ],
      "cited_domains": [
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        "rowebristol.com.au",
        "legalvision.com.au"
      ],
      "source_classes": [
        {
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        {
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        },
        {
          "domain": "legalvision.com.au",
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        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave2/aio__crg26-commercial_lawyer-COM1.json",
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      "prompt": "Which law firms in Perth advise on commercial contracts and business sales?",
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      "buyer_stage": "consideration",
      "industry": "Commercial lawyer",
      "location": "Perth, Western Australia, Australia",
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        "Cooper Webb Legal",
        "Ahern Sierakowski Lawyers",
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        "https://www.rowebristol.com.au/",
        "https://www.murfett.com.au/"
      ],
      "cited_domains": [
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        "rowebristol.com.au",
        "murfett.com.au"
      ],
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        {
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        },
        {
          "domain": "murfett.com.au",
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        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave3/aio__crg26-commercial_lawyer-COM1.json",
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      "buyer_stage": "consideration",
      "industry": "Commercial lawyer",
      "location": "Perth, Western Australia, Australia",
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        "LegalVision"
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        "Ahern Sierakowski Lawyers",
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        "https://www.rowebristol.com.au/",
        "https://www.lawmax.com.au/commercial"
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      "cited_domains": [
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      ],
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        },
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        },
        {
          "domain": "lawmax.com.au",
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        }
      ],
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      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave4/aio__crg26-commercial_lawyer-COM1.json",
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        "Rowe Bristol Lawyers",
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        "LegalVision"
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        "Rowe Bristol Lawyers",
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        "Rowe Bristol Lawyers",
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        {
          "domain": "rowebristol.com.au",
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        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave5/aio__crg26-commercial_lawyer-COM1.json",
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      "buyer_stage": "consideration",
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        "Mining Access Legal",
        "Ensign Legal"
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        "Ensign Legal"
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        "Ensign Legal"
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        "https://hardie-lawyers.multiscreensite.com/about",
        "https://www.ensignlegal.com.au/"
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      "cited_domains": [
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        "ensignlegal.com.au"
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        {
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        },
        {
          "domain": "ensignlegal.com.au",
          "class": "owned"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave1/ai_mode__crg26-commercial_lawyer-COM2.json",
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        "https://www.ensignlegal.com.au/",
        "https://miningaccesslegal.net.au/"
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      "cited_domains": [
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        {
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        {
          "domain": "miningaccesslegal.net.au",
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      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave2/ai_mode__crg26-commercial_lawyer-COM2.json",
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    {
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        "https://www.google.com/searchviewer/10?svid=CCYSESoPCg0vZy8xMXZ3enIzczFxGAo",
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        "alliedlegal.com.au",
        "google.com"
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        {
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        {
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      ],
      "response_notes": "Registered question type: commercial_discovery.",
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        {
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      "response_notes": "Registered question type: commercial_discovery.",
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        {
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      "response_notes": "Registered question type: commercial_discovery.",
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      ],
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        "https://www.health.wa.gov.au/~/media/Corp/Policy-Frameworks/Information-Management/Information-Breach-Policy/Supporting/Information-Breach-Response-Checklist.pdf"
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      "cited_urls": [
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        "https://www.cyber.gov.au/publication/annual-cyber-threat-report-2023-2024",
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      ],
      "response_notes": "Registered question type: recommendation.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
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      "buyer_stage": "consideration",
      "industry": "Digital marketing agency",
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        "Social Meteor",
        "Daisy Digital"
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        "Your Social Voice",
        "Social Meteor",
        "Daisy Digital"
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        "https://www.wordofmouthagency.com.au/",
        "https://daisydigital.com.au/google-ads/",
        "https://www.google.com/searchviewer/10?svid=CCYSESoPCg0vZy8xMWYzYnJ5aG15GAo",
        "https://www.google.com/searchviewer/10?svid=CCYSESoPCg0vZy8xMWdtejhxeHJ4GAo"
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      "cited_domains": [
        "wordofmouthagency.com.au",
        "daisydigital.com.au",
        "google.com"
      ],
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        {
          "domain": "wordofmouthagency.com.au",
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        },
        {
          "domain": "daisydigital.com.au",
          "class": "owned"
        },
        {
          "domain": "google.com",
          "class": "platform-owned"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave4/ai_mode__crg26-digital_marketing_agency-COM1.json",
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      "prompt_id": "crg26-digital_marketing_agency-COM1",
      "prompt": "What digital marketing agencies provide paid search and social media management in Perth?",
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      "buyer_stage": "consideration",
      "industry": "Digital marketing agency",
      "location": "Perth, Western Australia, Australia",
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      "session_profile": "api",
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        "Juicebox",
        "Digital Nomads HQ",
        "The SEO Room"
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        "The SEO Room"
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        "Digital Nomads HQ",
        "The SEO Room"
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      "cited_urls": [
        "https://digitalnomadshq.com.au/ppc-agency-perth/",
        "https://www.juicebox.com.au/digital-marketing-agency/",
        "https://link.seoroom.com.au/widget/booking/3SYscAEoQYcGhOX3StpI",
        "https://link.nexuspro.app/widget/booking/rgqbV5CE086FYngLfUnk"
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      "cited_domains": [
        "digitalnomadshq.com.au",
        "juicebox.com.au",
        "link.seoroom.com.au",
        "link.nexuspro.app"
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        {
          "domain": "digitalnomadshq.com.au",
          "class": "owned"
        },
        {
          "domain": "juicebox.com.au",
          "class": "owned"
        },
        {
          "domain": "link.seoroom.com.au",
          "class": "owned"
        },
        {
          "domain": "link.nexuspro.app",
          "class": "owned"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave5/ai_mode__crg26-digital_marketing_agency-COM1.json",
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    {
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      "prompt": "What digital marketing agencies provide paid search and social media management in Perth?",
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      "buyer_stage": "consideration",
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      "response_notes": "Registered question type: commercial_discovery. No AI Overview was returned for this request; recorded as absent, not as an empty answer.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
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      "prompt_id": "crg26-digital_marketing_agency-COM1",
      "prompt": "What digital marketing agencies provide paid search and social media management in Perth?",
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      "buyer_stage": "consideration",
      "industry": "Digital marketing agency",
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      "response_notes": "Registered question type: commercial_discovery. No AI Overview was returned for this request; recorded as absent, not as an empty answer.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
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      "prompt": "What digital marketing agencies provide paid search and social media management in Perth?",
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      "industry": "Digital marketing agency",
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        "Concept Marketing"
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        "https://agencies.semrush.com/list/smm/business-professional-services/perth/small-business/",
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        "https://www.netsearch.com.au/digital-marketing/"
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      "cited_domains": [
        "agencies.semrush.com",
        "netsearch.com.au"
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        {
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        {
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      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
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        "Living Online",
        "Dilate Digital",
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        "Daisy Digital",
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      "cited_urls": [
        "https://agencies.semrush.com/list/smm/perth/mid-business/",
        "https://searchrescue.com.au/digital-marketing-agency-perth/",
        "https://www.alyka.com.au/our-services/digital-marketing"
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      "cited_domains": [
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        {
          "domain": "agencies.semrush.com",
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        {
          "domain": "searchrescue.com.au",
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        },
        {
          "domain": "alyka.com.au",
          "class": "owned"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave4/aio__crg26-digital_marketing_agency-COM1.json",
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    {
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      "prompt": "What digital marketing agencies provide paid search and social media management in Perth?",
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        "alyka.com.au"
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        {
          "domain": "alyka.com.au",
          "class": "owned"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave5/aio__crg26-digital_marketing_agency-COM1.json",
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    {
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      "prompt": "Digital marketing agencies in Perth that work with hospitality and tourism businesses.",
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          "domain": "google.com",
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      "response_notes": "Registered question type: commercial_discovery.",
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      "cited_urls": [
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      ],
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      "prompt": "Which recruitment agencies in Perth place accounting and finance staff?",
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      "buyer_stage": "consideration",
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      "cited_domains": [],
      "source_classes": [],
      "response_notes": "Registered question type: commercial_discovery. No AI Overview was returned for this request; recorded as absent, not as an empty answer.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave1/aio__crg26-recruitment_agency-COM1.json",
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      "prompt_id": "crg26-recruitment_agency-COM1",
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      "buyer_stage": "consideration",
      "industry": "Recruitment agency",
      "location": "Perth, Western Australia, Australia",
      "platform": "google-ai-overviews",
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      "session_profile": "api",
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        "Hays",
        "Scotford Fennessy",
        "Lloyd Recruitment Group",
        "Robert Walters",
        "Robert Half",
        "Emploi",
        "Michael Page",
        "a&co Recruitment Partners Perth"
      ],
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        "Lloyd Recruitment Group",
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        "Robert Half",
        "Emploi"
      ],
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      ],
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        "https://www.scotfordfennessy.com.au/industries/acounting-and-finance-jobs/",
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      ],
      "cited_domains": [
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        "scotfordfennessy.com.au",
        "lrgwa.com.au"
      ],
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        {
          "domain": "hays.com.au",
          "class": "owned"
        },
        {
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        },
        {
          "domain": "lrgwa.com.au",
          "class": "owned"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave2/aio__crg26-recruitment_agency-COM1.json",
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      "prompt": "Which recruitment agencies in Perth place accounting and finance staff?",
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      "buyer_stage": "consideration",
      "industry": "Recruitment agency",
      "location": "Perth, Western Australia, Australia",
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      "session_profile": "api",
      "brands_mentioned": [
        "Robert Walters",
        "Hunter Manning",
        "Professional Search Group (PSG)",
        "Integrate Recruitment",
        "Randstad",
        "HOBAN Recruitment",
        "11 Recruitment"
      ],
      "brands_recommended": [
        "Robert Walters",
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        "Professional Search Group (PSG)",
        "Integrate Recruitment",
        "Randstad",
        "HOBAN Recruitment",
        "11 Recruitment"
      ],
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        "Hunter Manning",
        "Professional Search Group (PSG)",
        "Integrate Recruitment",
        "Randstad",
        "HOBAN Recruitment",
        "11 Recruitment"
      ],
      "citations_present": true,
      "cited_urls": [
        "https://www.reddit.com/r/perth/comments/1am6gil/best_accounting_recruiters/",
        "https://www.huntermanning.com/finance-and-accounting",
        "https://hoban.com.au/contact-us/recruitment-perth/"
      ],
      "cited_domains": [
        "reddit.com",
        "huntermanning.com",
        "hoban.com.au"
      ],
      "source_classes": [
        {
          "domain": "reddit.com",
          "class": "ugc"
        },
        {
          "domain": "huntermanning.com",
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        },
        {
          "domain": "hoban.com.au",
          "class": "owned"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave3/aio__crg26-recruitment_agency-COM1.json",
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      "industry": "Recruitment agency",
      "location": "Perth, Western Australia, Australia",
      "platform": "google-ai-overviews",
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        "Hudson",
        "People2People",
        "11 Recruitment",
        "Swan Recruitment",
        "Drake International"
      ],
      "brands_recommended": [
        "Michael Page",
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        "People2People",
        "11 Recruitment",
        "Swan Recruitment",
        "Drake International"
      ],
      "brand_order": [
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        "People2People",
        "11 Recruitment",
        "Swan Recruitment",
        "Drake International"
      ],
      "citations_present": true,
      "cited_urls": [
        "https://www.randstad.com.au/jobs/s-accounting-and-finance/re-western-australia/ci-perth/",
        "https://www.swanrecruitment.com.au/locations/east-perth",
        "https://www.talentvine.com.au/recruiters/perth/accounting/"
      ],
      "cited_domains": [
        "randstad.com.au",
        "swanrecruitment.com.au",
        "talentvine.com.au"
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      "source_classes": [
        {
          "domain": "randstad.com.au",
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        },
        {
          "domain": "swanrecruitment.com.au",
          "class": "owned"
        },
        {
          "domain": "talentvine.com.au",
          "class": "owned"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave4/aio__crg26-recruitment_agency-COM1.json",
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    },
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      "buyer_stage": "consideration",
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      "response_notes": "Registered question type: commercial_discovery.",
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      "source_capture": "data/raw/wave5/aio__crg26-recruitment_agency-COM1.json",
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    },
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      "prompt": "Recruitment agencies in Perth that supply workers to FIFO mining and construction projects.",
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      "buyer_stage": "consideration",
      "industry": "Recruitment agency",
      "location": "Perth, Western Australia, Australia",
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      "run_number": 1,
      "session_profile": "api",
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        "Scotford Fennessy",
        "Unite Resourcing",
        "Chandler Macleod (Perth)"
      ],
      "brands_recommended": [
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        "Chandler Macleod (Perth)"
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      "brand_order": [
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        "Chandler Macleod (Perth)"
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      "cited_urls": [
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        {
          "domain": "chandlermacleod.com",
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        "Nucrew",
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        {
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      ],
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      "cited_urls": [
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      ],
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        },
        {
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      ],
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        "google.com"
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      ],
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        {
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        {
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      "prompt": "Which companies build custom websites for small businesses in Perth?",
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      "prompt": "Which companies build custom websites for small businesses in Perth?",
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        "https://www.organikweb.com.au/industries/medical-website-design/"
      ],
      "cited_domains": [
        "duxdigital.com.au",
        "quantumdigital.com.au",
        "medicalwebsitesolutions.com.au",
        "organikweb.com.au"
      ],
      "source_classes": [
        {
          "domain": "duxdigital.com.au",
          "class": "owned"
        },
        {
          "domain": "quantumdigital.com.au",
          "class": "owned"
        },
        {
          "domain": "medicalwebsitesolutions.com.au",
          "class": "owned"
        },
        {
          "domain": "organikweb.com.au",
          "class": "owned"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave4/ai_mode__crg26-web_design_agency-COM2.json",
      "methodology_version": "crg26 protocol, extractor v1.6",
      "evidence_type": "observed"
    },
    {
      "observation_id": "crg26-web-design-agency-com2-aim-20261113-r05",
      "research_project": "citation-recommendation-gap-2026",
      "prompt_id": "crg26-web_design_agency-COM2",
      "prompt": "Which Perth web design agencies build websites for medical practices and clinics?",
      "query_class": "commercial",
      "buyer_stage": "consideration",
      "industry": "Web design agency",
      "location": "Perth, Western Australia, Australia",
      "platform": "google-ai-mode",
      "model_or_surface": "google-ai-mode",
      "observation_date": "2026-11-13",
      "observation_time": "16:13",
      "timezone": "Australia/Perth",
      "run_number": 5,
      "session_profile": "api",
      "brands_mentioned": [
        "Dux Digital",
        "Altitudia Solutions",
        "Neho Media",
        "Digital Practice",
        "PWD Digital Agency",
        "World Global Solutions"
      ],
      "brands_recommended": [
        "Dux Digital",
        "Altitudia Solutions",
        "Neho Media",
        "Digital Practice",
        "PWD Digital Agency"
      ],
      "brand_order": [
        "Dux Digital",
        "Altitudia Solutions",
        "Neho Media",
        "Digital Practice",
        "PWD Digital Agency"
      ],
      "citations_present": true,
      "cited_urls": [
        "https://www.duxdigital.com.au/who-we-help/healthcare",
        "https://www.google.com/searchviewer/10?svid=CCYSESoPCg0vZy8xMWNtZDkxZjFiGAo",
        "https://www.google.com/searchviewer/10?svid=CCYSESoPCg0vZy8xMWNzcWJ4ZnZxGAo",
        "https://www.hotdoc.com.au/medical-centres/west-leederville-WA-6007/cambridge-medical-practice1/doctors?wp=gmb",
        "https://healthengine.com.au/appointment/book/5206/?cid=nas%3Arwg%3Apaa%3Aall%3Agba%3A%3A%3A%3Ajul26&utm_source=google_reserve&utm_medium=organic&utm_campaign=google_bookings_api&utm_id=nas%3Arwg%3Apaa%3Aall%3Agba%3A%3A%3A%3Ajul26"
      ],
      "cited_domains": [
        "duxdigital.com.au",
        "google.com",
        "hotdoc.com.au",
        "healthengine.com.au"
      ],
      "source_classes": [
        {
          "domain": "duxdigital.com.au",
          "class": "owned"
        },
        {
          "domain": "google.com",
          "class": "platform-owned"
        },
        {
          "domain": "hotdoc.com.au",
          "class": "directory"
        },
        {
          "domain": "healthengine.com.au",
          "class": "directory"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave5/ai_mode__crg26-web_design_agency-COM2.json",
      "methodology_version": "crg26 protocol, extractor v1.6",
      "evidence_type": "observed"
    },
    {
      "observation_id": "crg26-web-design-agency-com2-aio-20261109-r01",
      "research_project": "citation-recommendation-gap-2026",
      "prompt_id": "crg26-web_design_agency-COM2",
      "prompt": "Which Perth web design agencies build websites for medical practices and clinics?",
      "query_class": "commercial",
      "buyer_stage": "consideration",
      "industry": "Web design agency",
      "location": "Perth, Western Australia, Australia",
      "platform": "google-ai-overviews",
      "model_or_surface": "google-ai-overviews",
      "observation_date": "2026-11-09",
      "observation_time": "16:12",
      "timezone": "Australia/Perth",
      "run_number": 1,
      "session_profile": "api",
      "brands_mentioned": [
        "Digital Practice",
        "Design Clinic",
        "Perth Branding & Marketing",
        "The Web Shop",
        "Dux Digital",
        "Interweb Coding",
        "Geoffrey Digital",
        "Vividus"
      ],
      "brands_recommended": [
        "Digital Practice",
        "Design Clinic",
        "Perth Branding & Marketing",
        "The Web Shop",
        "Dux Digital",
        "Interweb Coding",
        "Geoffrey Digital",
        "Vividus"
      ],
      "brand_order": [
        "Digital Practice",
        "Design Clinic",
        "Perth Branding & Marketing",
        "The Web Shop",
        "Dux Digital",
        "Interweb Coding",
        "Geoffrey Digital",
        "Vividus"
      ],
      "citations_present": true,
      "cited_urls": [
        "https://www.duxdigital.com.au/who-we-help/healthcare",
        "https://perthbranding.com.au/medical-web-design-branding-marketing/",
        "https://www.designclinic.com.au/"
      ],
      "cited_domains": [
        "duxdigital.com.au",
        "perthbranding.com.au",
        "designclinic.com.au"
      ],
      "source_classes": [
        {
          "domain": "duxdigital.com.au",
          "class": "owned"
        },
        {
          "domain": "perthbranding.com.au",
          "class": "owned"
        },
        {
          "domain": "designclinic.com.au",
          "class": "owned"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave1/aio__crg26-web_design_agency-COM2.json",
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    },
    {
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      "research_project": "citation-recommendation-gap-2026",
      "prompt_id": "crg26-web_design_agency-COM2",
      "prompt": "Which Perth web design agencies build websites for medical practices and clinics?",
      "query_class": "commercial",
      "buyer_stage": "consideration",
      "industry": "Web design agency",
      "location": "Perth, Western Australia, Australia",
      "platform": "google-ai-overviews",
      "model_or_surface": "google-ai-overviews",
      "observation_date": "2026-11-10",
      "observation_time": "16:12",
      "timezone": "Australia/Perth",
      "run_number": 2,
      "session_profile": "api",
      "brands_mentioned": [
        "The Development",
        "Helium Marketing Agency",
        "Ignite Communications",
        "Eurisko",
        "Dezign Digital",
        "WP Creative",
        "Web Design for Healthcare Australia"
      ],
      "brands_recommended": [
        "The Development",
        "Helium Marketing Agency",
        "Ignite Communications",
        "Eurisko",
        "Dezign Digital",
        "WP Creative",
        "Web Design for Healthcare Australia"
      ],
      "brand_order": [
        "The Development",
        "Helium Marketing Agency",
        "Ignite Communications",
        "Eurisko",
        "Dezign Digital",
        "WP Creative",
        "Web Design for Healthcare Australia"
      ],
      "citations_present": true,
      "cited_urls": [
        "https://dezigndigital.com.au/perth/web-development-agency/",
        "https://thedevelopment.com.au/services/web-design-for-healthcare",
        "https://wpcreative.com.au/web-design-perth/"
      ],
      "cited_domains": [
        "dezigndigital.com.au",
        "thedevelopment.com.au",
        "wpcreative.com.au"
      ],
      "source_classes": [
        {
          "domain": "dezigndigital.com.au",
          "class": "owned"
        },
        {
          "domain": "thedevelopment.com.au",
          "class": "owned"
        },
        {
          "domain": "wpcreative.com.au",
          "class": "owned"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave2/aio__crg26-web_design_agency-COM2.json",
      "methodology_version": "crg26 protocol, extractor v1.6",
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    },
    {
      "observation_id": "crg26-web-design-agency-com2-aio-20261111-r03",
      "research_project": "citation-recommendation-gap-2026",
      "prompt_id": "crg26-web_design_agency-COM2",
      "prompt": "Which Perth web design agencies build websites for medical practices and clinics?",
      "query_class": "commercial",
      "buyer_stage": "consideration",
      "industry": "Web design agency",
      "location": "Perth, Western Australia, Australia",
      "platform": "google-ai-overviews",
      "model_or_surface": "google-ai-overviews",
      "observation_date": "2026-11-11",
      "observation_time": "16:12",
      "timezone": "Australia/Perth",
      "run_number": 3,
      "session_profile": "api",
      "brands_mentioned": [
        "Pracxcel",
        "Medical Marketing Group",
        "Medsolve",
        "PWD (Perth Web Design)",
        "Perth Branding & Marketing",
        "WebInjection",
        "Doctor Website Design"
      ],
      "brands_recommended": [
        "Pracxcel",
        "Medical Marketing Group",
        "Medsolve",
        "PWD (Perth Web Design)",
        "Perth Branding & Marketing",
        "WebInjection",
        "Doctor Website Design"
      ],
      "brand_order": [
        "Pracxcel",
        "Medical Marketing Group",
        "Medsolve",
        "PWD (Perth Web Design)",
        "Perth Branding & Marketing",
        "WebInjection",
        "Doctor Website Design"
      ],
      "citations_present": true,
      "cited_urls": [
        "https://medicalwebsitesolutions.com.au/",
        "https://www.medicalmarketinggroup.com.au/blog/best-healthcare-marketing-agencies-perth/",
        "https://pracxcel.com.au/top-10-healthcare-web-design-agencies-in-perth/"
      ],
      "cited_domains": [
        "medicalwebsitesolutions.com.au",
        "medicalmarketinggroup.com.au",
        "pracxcel.com.au"
      ],
      "source_classes": [
        {
          "domain": "medicalwebsitesolutions.com.au",
          "class": "owned"
        },
        {
          "domain": "medicalmarketinggroup.com.au",
          "class": "publisher"
        },
        {
          "domain": "pracxcel.com.au",
          "class": "publisher"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave3/aio__crg26-web_design_agency-COM2.json",
      "methodology_version": "crg26 protocol, extractor v1.6",
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    },
    {
      "observation_id": "crg26-web-design-agency-com2-aio-20261112-r04",
      "research_project": "citation-recommendation-gap-2026",
      "prompt_id": "crg26-web_design_agency-COM2",
      "prompt": "Which Perth web design agencies build websites for medical practices and clinics?",
      "query_class": "commercial",
      "buyer_stage": "consideration",
      "industry": "Web design agency",
      "location": "Perth, Western Australia, Australia",
      "platform": "google-ai-overviews",
      "model_or_surface": "google-ai-overviews",
      "observation_date": "2026-11-12",
      "observation_time": "16:12",
      "timezone": "Australia/Perth",
      "run_number": 4,
      "session_profile": "api",
      "brands_mentioned": [
        "3am Ideas",
        "Total Medical Design",
        "Online Medical",
        "Remedy Studio",
        "Lethal Digital"
      ],
      "brands_recommended": [
        "3am Ideas",
        "Total Medical Design",
        "Online Medical",
        "Remedy Studio",
        "Lethal Digital"
      ],
      "brand_order": [
        "3am Ideas",
        "Total Medical Design",
        "Online Medical",
        "Remedy Studio",
        "Lethal Digital"
      ],
      "citations_present": true,
      "cited_urls": [
        "https://pracxcel.com.au/top-10-healthcare-social-media-marketing-agencies-in-perth/",
        "https://3amideas.com.au/industries/healthcare/",
        "https://pracxcel.com.au/top-10-healthcare-seo-agencies-in-the-australia/"
      ],
      "cited_domains": [
        "pracxcel.com.au",
        "3amideas.com.au"
      ],
      "source_classes": [
        {
          "domain": "pracxcel.com.au",
          "class": "publisher"
        },
        {
          "domain": "3amideas.com.au",
          "class": "owned"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave4/aio__crg26-web_design_agency-COM2.json",
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    },
    {
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      "prompt_id": "crg26-web_design_agency-COM2",
      "prompt": "Which Perth web design agencies build websites for medical practices and clinics?",
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      "buyer_stage": "consideration",
      "industry": "Web design agency",
      "location": "Perth, Western Australia, Australia",
      "platform": "google-ai-overviews",
      "model_or_surface": "google-ai-overviews",
      "observation_date": "2026-11-13",
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      "run_number": 5,
      "session_profile": "api",
      "brands_mentioned": [
        "Digital Practice",
        "Dux Digital",
        "Vividus",
        "Design Clinic",
        "Geoffrey",
        "The Web Shop",
        "PWD"
      ],
      "brands_recommended": [
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        "Dux Digital",
        "Vividus",
        "Design Clinic",
        "Geoffrey",
        "The Web Shop",
        "PWD"
      ],
      "brand_order": [
        "Digital Practice",
        "Dux Digital",
        "Vividus",
        "Design Clinic",
        "Geoffrey",
        "The Web Shop",
        "PWD"
      ],
      "citations_present": true,
      "cited_urls": [
        "https://www.duxdigital.com.au/who-we-help/healthcare",
        "https://pwd.com.au/industries/medical-healthcare-digital-marketing/",
        "https://www.medicalmarketinggroup.com.au/blog/best-healthcare-marketing-agencies-perth/"
      ],
      "cited_domains": [
        "duxdigital.com.au",
        "pwd.com.au",
        "medicalmarketinggroup.com.au"
      ],
      "source_classes": [
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        },
        {
          "domain": "pwd.com.au",
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        },
        {
          "domain": "medicalmarketinggroup.com.au",
          "class": "publisher"
        }
      ],
      "response_notes": "Registered question type: commercial_discovery.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave5/aio__crg26-web_design_agency-COM2.json",
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    },
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      "research_project": "citation-recommendation-gap-2026",
      "prompt_id": "crg26-web_design_agency-INF1",
      "prompt": "How long does it take a web design agency to build a business website in WA?",
      "query_class": "informational",
      "buyer_stage": "awareness",
      "industry": "Web design agency",
      "location": "Perth, Western Australia, Australia",
      "platform": "google-ai-mode",
      "model_or_surface": "google-ai-mode",
      "observation_date": "2026-11-09",
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      "timezone": "Australia/Perth",
      "run_number": 1,
      "session_profile": "api",
      "brands_mentioned": [
        "CLIK Digital"
      ],
      "brands_recommended": [],
      "brand_order": [],
      "citations_present": true,
      "cited_urls": [
        "https://rgcdigitalmarketing.com.au/blog/how-long-does-it-take-to-build-a-website-a-realistic-guide-for-business-owners/",
        "https://clikdigital.com.au/how-long-does-it-take-to-build-a-website-perth/"
      ],
      "cited_domains": [
        "rgcdigitalmarketing.com.au",
        "clikdigital.com.au"
      ],
      "source_classes": [
        {
          "domain": "rgcdigitalmarketing.com.au",
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        },
        {
          "domain": "clikdigital.com.au",
          "class": "owned"
        }
      ],
      "response_notes": "Registered question type: informational.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave1/ai_mode__crg26-web_design_agency-INF1.json",
      "methodology_version": "crg26 protocol, extractor v1.6",
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    },
    {
      "observation_id": "crg26-web-design-agency-inf1-aim-20261110-r02",
      "research_project": "citation-recommendation-gap-2026",
      "prompt_id": "crg26-web_design_agency-INF1",
      "prompt": "How long does it take a web design agency to build a business website in WA?",
      "query_class": "informational",
      "buyer_stage": "awareness",
      "industry": "Web design agency",
      "location": "Perth, Western Australia, Australia",
      "platform": "google-ai-mode",
      "model_or_surface": "google-ai-mode",
      "observation_date": "2026-11-10",
      "observation_time": "16:13",
      "timezone": "Australia/Perth",
      "run_number": 2,
      "session_profile": "api",
      "brands_mentioned": [
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      ],
      "brands_recommended": [],
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      ],
      "cited_domains": [
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      ],
      "source_classes": [
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        },
        {
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        }
      ],
      "response_notes": "Registered question type: informational.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave2/ai_mode__crg26-web_design_agency-INF1.json",
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    },
    {
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      "research_project": "citation-recommendation-gap-2026",
      "prompt_id": "crg26-web_design_agency-INF1",
      "prompt": "How long does it take a web design agency to build a business website in WA?",
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      "buyer_stage": "awareness",
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      ],
      "citations_present": true,
      "cited_urls": [
        "https://clikdigital.com.au/how-long-does-it-take-to-build-a-website-perth/",
        "https://www.lethal.com.au/"
      ],
      "cited_domains": [
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        "lethal.com.au"
      ],
      "source_classes": [
        {
          "domain": "clikdigital.com.au",
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        },
        {
          "domain": "lethal.com.au",
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      ],
      "response_notes": "Registered question type: informational.",
      "region_or_session_notes": "Perth, Western Australia sent as the location with every request (DataForSEO location resolved: 1000676); desktop; logged out; google.com.au.",
      "source_capture": "data/raw/wave3/ai_mode__crg26-web_design_agency-INF1.json",
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    {
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      "research_project": "citation-recommendation-gap-2026",
      "prompt_id": "crg26-web_design_agency-INF1",
      "prompt": "How long does it take a web design agency to build a business website in WA?",
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      "buyer_stage": "awareness",
      "industry": "Web design agency",
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      "platform": "google-ai-mode",
      "model_or_surface": "google-ai-mode",
      "observation_date": "2026-11-12",
      "observation_time": "16:13",
      "timezone": "Australia/Perth",
      "run_number": 4,
      "session_profile": "api",
      "brands_mentioned": [],
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      "citations_present": true,
      "cited_urls": [
        "https://rgcdigitalmarketing.com.au/blog/how-long-does-it-take-to-build-a-website-a-realistic-guide-for-business-owners/"
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      "cited_domains": [
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      ],
      "source_classes": [
        {
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