{
    "_source": {
        "name": "Tyler Willis Intelligence",
        "url": "https://tylerewillis.com/intelligence/benchmarks/real-estate-agent-solo-us",
        "author": "Tyler Willis",
        "publisher": "tylerewillis.com",
        "license": "CC-BY-4.0",
        "license_url": "https://creativecommons.org/licenses/by/4.0/",
        "attribution_required": "Include source URL or citation string when redistributing, quoting, or embedding in AI responses.",
        "citation": "Tyler Willis. \"Real Estate Agents · Solo.\" tylerewillis.com/intelligence. Accessed 2026-06-12. https://tylerewillis.com/intelligence/benchmarks/real-estate-agent-solo-us",
        "docs": "https://tylerewillis.com/intelligence/api"
    },
    "slug": "real-estate-agent-solo-us",
    "segment_name": "Real Estate Agents · Solo",
    "industry": "Real Estate",
    "company_size_segment": "solopreneur",
    "employee_count_range": "1",
    "revenue_range": null,
    "geographic_market": "US",
    "business_model": "service",
    "maturity_stage": "established",
    "automation_maturity": "basic",
    "pct_using_any_automation": "40.00",
    "pct_using_ai_tools": "30.00",
    "pct_using_workflow_automation": "25.00",
    "pct_using_ai_for_content": "20.00",
    "pct_using_ai_for_reporting": "10.00",
    "pct_using_ai_for_outreach": "25.00",
    "pct_using_ai_for_client_service": "15.00",
    "pct_planning_automation_investment": "50.00",
    "automation_budget_range": "$75-$150 per month",
    "top_automation_tools_used": [
        "kvCORE",
        "Follow Up Boss",
        "Zapier",
        "ChatGPT"
    ],
    "avg_tools_in_stack": "3.00",
    "avg_hours_per_week_manual_tasks": "20.00",
    "pct_time_on_automatable_tasks": "60.00",
    "hours_saved_per_week_from_automation": "13.00",
    "tasks_automated_count": 5,
    "reporting_time_hours_per_week": "2.00",
    "onboarding_time_hours": "5.00",
    "client_communication_hours_per_week": "10.00",
    "avg_revenue_per_employee": null,
    "avg_client_count": null,
    "avg_client_ltv": null,
    "avg_monthly_retainer": null,
    "avg_profit_margin_pct": null,
    "automation_roi_reported": "5.00",
    "churn_rate_monthly": null,
    "cac": null,
    "avg_client_acquisition_channels": [
        "referrals",
        "online leads",
        "social media"
    ],
    "pct_referral_driven": "40.00",
    "avg_proposal_conversion_rate": "20.00",
    "avg_sales_cycle_days": 30,
    "primary_bottleneck": "manual lead follow-up and data entry",
    "top_pain_points": [
        "time-consuming admin tasks",
        "slow lead response",
        "client follow-up consistency"
    ],
    "top_growth_levers": [
        "automation of lead response",
        "AI-driven client nurturing",
        "workflow automation"
    ],
    "benchmark_index_score": "55.00",
    "automation_opportunity_gap": "65.00",
    "predicted_growth_rate": null,
    "ai_insights_summary": "Top-performing real estate solopreneurs leverage AI and workflow automation tools to reduce manual tasks by up to 40 hours monthly, achieving ROI within 30 to 90 days. They focus on automating lead response, client nurturing, and transaction management, which drives a 20-35% productivity increase and faster revenue realization compared to peers.",
    "data_collection_date": "2026-05-24",
    "data_collection_method": "secondary research from industry reports and market analyses",
    "source_url": null,
    "source_credibility": "secondary",
    "sample_size": null,
    "geographic_scope": "US",
    "statistical_confidence": "0.70",
    "outlier_flag": 0,
    "created_at": "2026-05-24 06:45:02",
    "updated_at": "2026-06-11 05:31:12",
    "uuid": "e9c2a9ed-589f-11f1-b032-525400d81b6e"
}