{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_corelogic","slug":"corelogic","name":"CoreLogic","type":"product","url":"https://www.corelogic.com","page_url":"https://unfragile.ai/corelogic","categories":["data-analysis"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_corelogic__cap_0","uri":"capability://research.historical.property.database.lookup","name":"historical-property-database-lookup","description":"Access and query decades of historical property records, ownership transfers, and transaction data across millions of properties. Provides comprehensive property history including past sales prices, ownership chains, and temporal trends.","intents":["I need to understand a property's complete transaction history before making an investment decision","I want to verify property ownership and identify patterns in ownership transfers","I need historical pricing data to establish baseline values for comparable properties"],"best_for":["real estate investors","institutional lenders","title companies","property appraisers"],"limitations":["Data coverage varies by region and property type","Historical data completeness depends on local record-keeping practices"],"requires":["API access or platform account","property identifiers (address, parcel number, or APN)"],"input_types":["property address","parcel number","APN (Assessor Parcel Number)","property coordinates"],"output_types":["transaction history","ownership records","historical pricing data","property characteristics"],"categories":["research","finance"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_corelogic__cap_1","uri":"capability://finance.predictive.property.valuation","name":"predictive-property-valuation","description":"Generate machine learning-based property value predictions using historical data patterns, market trends, and geospatial factors. Produces forward-looking valuation estimates with confidence intervals based on comparable properties and market conditions.","intents":["I need to estimate what a property will be worth in 2-5 years for investment planning","I want to identify undervalued properties before the market corrects","I need to justify a property acquisition price to stakeholders with data-driven valuation"],"best_for":["real estate investment firms","hedge funds","commercial developers","institutional lenders"],"limitations":["Predictions degrade in rapidly changing markets or emerging neighborhoods","Model accuracy depends on historical data availability for comparable properties"],"requires":["comprehensive property data","market data for the region","machine learning model training on historical transactions"],"input_types":["property characteristics","location coordinates","historical comparable sales","market indicators"],"output_types":["predicted property value","confidence intervals","valuation drivers","sensitivity analysis"],"categories":["finance","research"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_corelogic__cap_10","uri":"capability://finance.development.feasibility.analysis","name":"development-feasibility-analysis","description":"Analyzes development potential and feasibility for properties including zoning compatibility, market demand, construction cost estimates, and pro forma financial projections. Helps developers evaluate whether a project makes financial sense.","intents":["I need to determine if a development project will be profitable before committing capital","I want to understand market demand for different unit types in a target neighborhood","I need to estimate construction costs and timeline impacts on project returns"],"best_for":["commercial developers","real estate developers","project managers","development consultants"],"limitations":["Feasibility analysis depends on accurate cost and market data","Regulatory changes can invalidate assumptions","Market demand can shift during development"],"requires":["property data","zoning information","market demand data","cost databases","financial modeling"],"input_types":["property details","development type","target market","financing assumptions"],"output_types":["feasibility reports","pro forma financials","market demand analysis","risk assessments"],"categories":["finance","research"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_corelogic__cap_11","uri":"capability://finance.market.cycle.and.timing.intelligence","name":"market-cycle-and-timing-intelligence","description":"Analyzes market cycles, identifies current market position (early cycle, peak, downturn), and provides timing intelligence for entry/exit decisions. Uses historical patterns and current indicators to assess market maturity.","intents":["I want to know if now is a good time to buy or sell in a particular market","I need to understand where we are in the real estate cycle for strategic planning","I want to identify markets that are early in appreciation cycles before they become obvious"],"best_for":["strategic investors","market timing specialists","fund managers","investment committees"],"limitations":["Market cycles are not perfectly predictable","Timing intelligence is probabilistic, not deterministic","External shocks can disrupt historical patterns"],"requires":["historical market data","current market indicators","cycle analysis models"],"input_types":["market/region","property type","time period","market indicators"],"output_types":["cycle position assessment","timing recommendations","historical comparisons","probability distributions"],"categories":["finance","research"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_corelogic__cap_2","uri":"capability://research.geospatial.market.trend.visualization","name":"geospatial-market-trend-visualization","description":"Visualize real estate market trends, price movements, and demographic patterns across neighborhoods and regions using interactive maps and geospatial overlays. Reveals micro-market dynamics and neighborhood-level insights with surgical precision.","intents":["I want to identify emerging neighborhoods with appreciation potential before they become obvious","I need to understand how market trends vary across different geographic areas in my target region","I want to visualize demographic shifts and their correlation with property value changes"],"best_for":["real estate analysts","market researchers","commercial developers","investment strategists"],"limitations":["Visualization effectiveness depends on data granularity","Real-time data updates may lag by weeks or months"],"requires":["geospatial data infrastructure","mapping visualization tools","market data aggregation"],"input_types":["geographic boundaries","market filters","time period selection","demographic parameters"],"output_types":["interactive maps","heat maps","trend overlays","neighborhood comparisons"],"categories":["research","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_corelogic__cap_3","uri":"capability://finance.risk.assessment.for.properties","name":"risk-assessment-for-properties","description":"Evaluate property-level and market-level risks including flood zones, natural disaster exposure, environmental hazards, and market volatility indicators. Combines geospatial risk data with predictive models to quantify investment risk.","intents":["I need to assess flood, wildfire, or earthquake risk before financing a property","I want to understand what environmental liabilities might affect property value or insurability","I need to quantify market volatility risk for a portfolio of properties"],"best_for":["institutional lenders","insurance companies","real estate investors","commercial developers"],"limitations":["Risk models may not capture unprecedented events or climate change impacts","Some risk data is proprietary or restricted"],"requires":["geospatial hazard data","environmental records","historical loss data","predictive risk models"],"input_types":["property location","property characteristics","historical claims data","environmental records"],"output_types":["risk scores","hazard maps","exposure reports","mitigation recommendations"],"categories":["finance","research"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_corelogic__cap_4","uri":"capability://research.comparable.property.analysis","name":"comparable-property-analysis","description":"Identify and analyze comparable properties (comps) based on location, characteristics, and market conditions. Automatically filters and ranks properties that are truly comparable rather than just geographically proximate.","intents":["I need to find the right comparable properties to justify an appraisal or valuation","I want to understand how similar properties in different neighborhoods are priced","I need to identify properties that are mispriced relative to their true comparables"],"best_for":["appraisers","real estate agents","investors","lenders"],"limitations":["Comparability is subjective and market-dependent","Limited data for unique or specialized property types"],"requires":["property database","matching algorithms","transaction data"],"input_types":["subject property details","search radius","property type filters","time period"],"output_types":["comparable property list","price per unit metrics","adjustment factors","market analysis"],"categories":["research","finance"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_corelogic__cap_5","uri":"capability://finance.portfolio.level.market.exposure.analysis","name":"portfolio-level-market-exposure-analysis","description":"Analyze aggregate market exposure across a portfolio of properties, identifying concentration risks, geographic diversification gaps, and market-wide trend impacts. Provides portfolio-level insights rather than individual property analysis.","intents":["I need to understand how my entire portfolio is exposed to market downturns in specific regions","I want to identify geographic concentration risks and diversification opportunities","I need to model how market trends will impact my total portfolio value"],"best_for":["institutional investors","REITs","real estate funds","large developers"],"limitations":["Requires comprehensive portfolio data integration","Market correlations may change unexpectedly"],"requires":["portfolio property data","market data aggregation","correlation analysis tools"],"input_types":["property portfolio list","market parameters","time horizons","scenario definitions"],"output_types":["portfolio risk metrics","exposure reports","scenario analysis","diversification recommendations"],"categories":["finance","research"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_corelogic__cap_6","uri":"capability://research.demographic.and.economic.trend.correlation","name":"demographic-and-economic-trend-correlation","description":"Correlate demographic shifts, economic indicators, and employment trends with property value changes and market movements. Identifies causal relationships between socioeconomic factors and real estate performance.","intents":["I want to understand how job growth in a region will impact property values","I need to identify neighborhoods experiencing demographic shifts that will drive appreciation","I want to predict which areas will experience population decline and value erosion"],"best_for":["market analysts","strategic investors","developers","economic researchers"],"limitations":["Correlation does not imply causation","Demographic data may lag by 1-2 years","Unexpected economic shocks can break historical patterns"],"requires":["demographic data sources","economic indicators","employment data","historical property data"],"input_types":["geographic area","demographic filters","economic indicators","time period"],"output_types":["correlation analysis","trend reports","demographic profiles","economic impact assessments"],"categories":["research","finance"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_corelogic__cap_7","uri":"capability://productivity.api.integration.for.workflow.embedding","name":"api-integration-for-workflow-embedding","description":"Provides API access to CoreLogic data and analytics capabilities, enabling integration into existing business systems, workflows, and custom applications. Acts as a data backbone rather than a standalone dashboard.","intents":["I want to embed property valuation data directly into my lending platform","I need to automate property analysis workflows by pulling CoreLogic data programmatically","I want to build custom reports and dashboards using CoreLogic data"],"best_for":["software developers","enterprise systems integrators","large organizations with custom workflows"],"limitations":["Requires technical development resources","API rate limits and data access restrictions apply","Integration complexity depends on existing system architecture"],"requires":["API credentials","technical development team","system architecture planning"],"input_types":["API requests","property identifiers","query parameters","authentication tokens"],"output_types":["JSON data","property records","valuation estimates","market analytics"],"categories":["productivity","research"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_corelogic__cap_8","uri":"capability://finance.investment.opportunity.screening","name":"investment-opportunity-screening","description":"Automatically screen large property datasets to identify investment opportunities matching specified criteria (price appreciation potential, cash flow metrics, risk profile). Filters thousands of properties to highlight candidates worth deeper analysis.","intents":["I need to find properties that match my investment criteria across a large market","I want to identify off-market opportunities before they become widely known","I need to screen properties for specific investment strategies (value-add, income, development)"],"best_for":["real estate investors","investment firms","property scouts","acquisition teams"],"limitations":["Screening criteria must be clearly defined","Machine-generated opportunities still require human due diligence","Data quality affects screening accuracy"],"requires":["property database","investment criteria definition","screening algorithms"],"input_types":["investment criteria","geographic filters","price ranges","property type","risk tolerance"],"output_types":["opportunity list","ranked candidates","summary metrics","detailed property profiles"],"categories":["finance","research"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_corelogic__cap_9","uri":"capability://finance.lending.decision.support","name":"lending-decision-support","description":"Provides data-driven insights to support lending decisions including property valuation, risk assessment, and borrower equity analysis. Helps lenders justify loan amounts and identify problematic loans before origination.","intents":["I need to validate a property's value before approving a mortgage or construction loan","I want to assess the risk profile of a loan based on property and market data","I need to identify properties with declining values that pose default risk"],"best_for":["mortgage lenders","commercial banks","credit unions","institutional lenders"],"limitations":["Historical data may not predict unprecedented market events","Valuation models have confidence intervals, not certainties"],"requires":["property valuation models","risk assessment tools","market data","historical performance data"],"input_types":["property details","loan amount","borrower information","market conditions"],"output_types":["valuation reports","risk assessments","loan-to-value analysis","default probability estimates"],"categories":["finance","research"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_corelogic__headline","uri":"capability://data.processing.analysis.predictive.analytics.platform.for.real.estate.insights","name":"predictive analytics platform for real estate insights","description":"CoreLogic is a predictive analytics platform that leverages extensive property data and machine learning to provide actionable insights for real estate professionals, enabling informed decision-making in investment and development.","intents":["best predictive analytics for real estate","predictive analytics platform for property investment","real estate data analysis tools","geospatial analytics for real estate","top platforms for real estate insights"],"best_for":["real estate investment firms","institutional lenders","commercial development companies"],"limitations":["opaque pricing structure","steep learning curve"],"requires":[],"input_types":["user queries","geospatial data"],"output_types":["analytical reports","data visualizations"],"categories":["data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":48,"verified":false,"data_access_risk":"high","permissions":["API access or platform account","property identifiers (address, parcel number, or APN)","comprehensive property data","market data for the region","machine learning model training on historical transactions","property data","zoning information","market demand data","cost databases","financial modeling"],"failure_modes":["Data coverage varies by region and property type","Historical data completeness depends on local record-keeping practices","Predictions degrade in rapidly changing markets or emerging neighborhoods","Model accuracy depends on historical data availability for comparable properties","Feasibility analysis depends on accurate cost and market data","Regulatory changes can invalidate assumptions","Market demand can shift during development","Market cycles are not perfectly predictable","Timing intelligence is probabilistic, not deterministic","External shocks can disrupt historical patterns","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.45,"quality":0.88,"ecosystem":0.25,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:30.282Z","last_scraped_at":"2026-04-05T13:23:42.534Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=corelogic","compare_url":"https://unfragile.ai/compare?artifact=corelogic"}},"signature":"jDD/e4sLZ1Cc1y5NME3HOsDUNyItRIj6ISFSSbTC9frWUSLC2o03tn/p/rvxiX7byX1mdbeAzVmxN0P9ajZqCg==","signedAt":"2026-06-21T04:56:19.119Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/corelogic","artifact":"https://unfragile.ai/corelogic","verify":"https://unfragile.ai/api/v1/verify?slug=corelogic","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}