{
    "validation_run": {
        "date": "2025-11-16 11:22:06",
        "start_date": "2025-11-01",
        "end_date": "2025-11-14",
        "steps_completed": 7,
        "errors": []
    },
    "files_generated": [
        "01-fetched-contacts.json",
        "02-normalized-contacts.json",
        "03-simulated-lead-sources.json",
        "04-simulated-form-submissions.json",
        "05-simulated-page-flows.json",
        "06-comparison-results.json",
        "07-discrepancy-analysis.json"
    ],
    "steps": [
        {
            "step": "fetch_contacts",
            "success": true,
            "return_code": 0
        },
        {
            "step": "normalize_data",
            "success": true,
            "return_code": 0
        },
        {
            "step": "simulate_lead_source",
            "success": true,
            "return_code": 0
        },
        {
            "step": "simulate_form_submission",
            "success": true,
            "return_code": 0
        },
        {
            "step": "simulate_page_flow",
            "success": true,
            "return_code": 0
        },
        {
            "step": "compare_results",
            "success": true,
            "return_code": 0
        },
        {
            "step": "analyze_discrepancies",
            "success": true,
            "return_code": 0
        }
    ],
    "statistics": {
        "total": 756,
        "matches": 0,
        "expected_discrepancies": 5,
        "unexpected_discrepancies": 751,
        "by_category": {
            "leadsource_mismatch": 637,
            "unknown": 114,
            "expected_improvement": 5
        },
        "by_severity": {
            "high": 642,
            "medium": 101,
            "low": 13
        },
        "by_form_type": {
            "unknown": {
                "total": 747,
                "matches": 0,
                "expected_discrepancies": 5,
                "unexpected_discrepancies": 742
            },
            "template_download": {
                "total": 9,
                "matches": 0,
                "expected_discrepancies": 0,
                "unexpected_discrepancies": 9
            }
        }
    },
    "top_issues": [
        {
            "category": "leadsource_mismatch",
            "count": 637,
            "percentage": 84.3
        },
        {
            "category": "unknown",
            "count": 114,
            "percentage": 15.1
        }
    ],
    "patterns": {
        "leadsource_patterns": {
            "meta -> direct traffic": 384,
            "google -> direct traffic": 33,
            "partner recommendation -> direct traffic": 45,
            " -> direct traffic": 77,
            "linkedin -> direct traffic": 11,
            "google -> organic search": 5,
            "acquisition -> direct traffic": 3,
            "freelancesdr -> direct traffic": 73,
            "direct traffic -> organic search": 3,
            "referral -> organic search": 2,
            "partnerships -> direct traffic": 1,
            "organic search -> direct traffic": 1,
            "direct traffic -> referral": 4
        },
        "form_type_patterns": {
            "unknown": {
                "total": 747,
                "discrepancies": 747
            },
            "template_download": {
                "total": 9,
                "discrepancies": 9
            }
        },
        "utm_patterns": [],
        "page_type_patterns": []
    }
}