| name | example-data-sources |
| description | Reference list of 100 data sources organized by category for demand generation — financial behavior, demographics, competition, economic signals, behavioral, risk, regulatory, and disruptions. |
| disable-model-invocation | true |
100 Data Sources for Demand Generation
Use this reference list to identify data sources that can power demand generation campaigns, competitive analysis, and customer insights.
Financial Behavior & Transaction Data
- Credit Union NCUA Call Reports - Quarterly financial performance data from NCUA.gov, member growth rates, loan delinquency trends
- Checking Account Transaction Patterns - Average monthly transactions per member (industry benchmarks from Bankrate, NerdWallet studies)
- Loan Application Approval Rates - Auto loan approval percentages by credit score band (Federal Reserve Consumer Credit reports)
- Cross-Sell Ratios - Products per member metrics from Credit Union Times benchmarking studies
- Overdraft Frequency Data - CFPB overdraft fee reports, average incidents per account
- Digital Banking Adoption Rates - Mobile app login frequency data from Fiserv/FIS digital banking reports
- ATM Usage Decline Trends - Federal Reserve Payments Study showing transaction volume shifts
- Person-to-Person Payment Growth - Zelle, Venmo, CashApp usage statistics from payment network annual reports
- Credit Card Balance Transfer Behavior - TransUnion credit industry insights on balance churn
- Auto Loan Refinance Triggers - Interest rate spread data from Edmunds, Bankrate showing refi opportunities
- Home Equity Line Draw Patterns - Freddie Mac house price index combined with HELOC utilization rates
- Certificate of Deposit Maturity Calendars - FDIC national rate data showing competitive yield gaps
- Member Savings Rate Fluctuations - Bureau of Economic Analysis personal savings rate by region
- Bill Pay Adoption Curves - ACI Worldwide bill payment trend reports
- Inactive Account Reactivation Rates - Industry benchmarks from Aite-Novarica Group studies
Demographic & Life Stage Indicators
- Zip Code Age Distribution - Census.gov American Community Survey age cohort data
- Household Income by Geography - IRS SOI Tax Stats county income data
- First-Time Homebuyer Concentrations - HUD first-time buyer programs enrollment, NAR homebuyer reports
- College Enrollment Proximity Data - NCES Integrated Postsecondary Education System location files
- Military Base Location & Personnel - Defense Manpower Data Center installation demographic reports
- Retirement Community Density - Census place-level population 65+ concentrations
- New Mover Volumes - USPS National Change of Address data, Zillow migration trends
- Marriage & Divorce Rates by County - CDC National Vital Statistics marriage/divorce counts
- Birth Rate Trends - CDC birth certificate data showing family formation patterns
- Dual-Income Household Prevalence - Bureau of Labor Statistics household employment data
- Multi-Generational Housing Trends - Pew Research multi-gen household analysis
- Student Loan Burden by Region - Department of Education Federal Student Aid portfolio by geography
- Small Business Formation Rates - Census Business Formation Statistics new application trends
- Gig Economy Participation - Bureau of Labor Statistics Contingent Worker Supplement data
- Wealth Accumulation Patterns by Age - Federal Reserve Survey of Consumer Finances asset distribution
Market Competition & Share
- Bank Branch Closure Data - FDIC Summary of Deposits branch location changes
- Credit Union Field of Membership Overlaps - NCUA charter documents showing geographic/employer FOM
- Fintech App Download Velocity - Sensor Tower, App Annie download rankings for Chime, SoFi, etc.
- Big Bank Market Share Shifts - FDIC deposit market share reports by MSA
- Community Bank Consolidation Trends - S&P Global M&A transaction data
- Digital-Only Bank Growth Rates - Ally, Marcus, Discover direct banking account growth disclosures
- Mortgage Origination Market Share - HMDA data showing lender volume by geography
- Auto Loan Captive Finance Penetration - Experian State of Automotive Finance showing dealer vs. bank share
- Credit Card Issuer Concentration - Nilson Report top issuer rankings
- Payday Lender Density Maps - CFPB payday loan location data, state regulator reports
- Buy Now Pay Later Adoption - Affirm, Afterpay merchant partnership announcements
- Cryptocurrency Exchange Account Growth - Coinbase, Kraken user growth disclosures
- Robo-Advisor Asset Flows - Betterment, Wealthfront AUM reporting
- Insurance Bundling Penetration - J.D. Power insurance shopping studies
- Peer-to-Peer Lending Volume Declines - LendingClub, Prosper origination statistics
Economic & Employment Signals
- Unemployment Rate Changes by County - Bureau of Labor Statistics Local Area Unemployment data
- Wage Growth by Industry Sector - BLS Quarterly Census of Employment and Wages
- Gas Price Volatility Impact - EIA gasoline price data showing budget stress indicators
- Housing Affordability Index Declines - NAR Housing Affordability Index by metro
- Inflation Impact on Fixed-Income Households - BLS Consumer Price Index combined with Social Security benefit data
- Seasonal Employment Patterns - BLS seasonal adjustment factors showing income volatility
- Remote Work Migration Trends - Zillow work-from-home migration data
- Commercial Real Estate Vacancy Rates - CoStar market analytics showing economic health
- Consumer Confidence Drops - Conference Board Consumer Confidence Index by region
- Small Business Closure Announcements - Yelp COVID-19 Economic Impact Report methodology applied to local markets
- Supply Chain Disruption Indicators - Freight transportation data from Bureau of Transportation Statistics
- Energy Cost Burden by Geography - EIA residential electricity price data
- Healthcare Cost Increases - CMS National Health Expenditure growth rates
- Childcare Availability & Cost - Child Care Aware state pricing reports
- Student Loan Payment Resumption Impact - Department of Education borrower repayment entry data
Behavioral & Engagement Data
- Call Center Volume Spikes - Industry benchmarks from Contact Center Pipeline on inquiry patterns
- Website Traffic Source Analysis - SimilarWeb traffic composition for financial institutions
- Mobile App Abandonment Rates - Localytics/Mixpanel financial services app engagement studies
- Email Open Rate Degradation - Mailchimp Financial Services Industry benchmarks
- Chat Bot Deflection Success - Gartner customer service chatbot effectiveness reports
- Branch Appointment vs. Walk-in Ratios - Novantas branch traffic pattern research
- IVR Navigation Path Analysis - Common phone tree abandonment points from Forrester studies
- Social Media Sentiment Shifts - Brandwatch financial services sentiment analysis
- Review Site Rating Declines - Trustpilot, Google Reviews scoring trends for competitors
- Member Survey Response Rates - Qualtrics financial services engagement benchmarks
- Financial Wellness Tool Adoption - Envestnet Yodlee tool usage statistics
- Budgeting App Integration Requests - Plaid connection volume data for credit unions
- Online Account Opening Abandonment - Marquis conversion rate benchmarks
- Video Banking Uptake - Aite-Novarica video channel adoption reports
- Document Upload Failure Rates - Alkami/Q2 digital account opening friction studies
Risk & Fraud Indicators
- Identity Theft Report Concentrations - FTC Consumer Sentinel geographic fraud data
- Check Fraud Incident Increases - FinCEN SAR Stats fraud trend reports
- ACH Return Rate Spikes - NACHA return code frequency data
- Credit Score Distribution Shifts - Experian, TransUnion VantageScore population reports
- Synthetic Identity Creation Patterns - Federal Reserve synthetic fraud research
- Scam Call Volume by Area Code - FCC robocall complaint data
- Data Breach Notification Frequency - Identity Theft Resource Center breach reports
- Phishing Attack Targeting Trends - APWG phishing activity trends report
- Account Takeover Attempt Rates - Javelin Strategy identity fraud studies
- Wire Transfer Fraud Loss Data - FBI IC3 wire fraud statistics
Regulatory & Compliance Landscape
- CRA Assessment Area Changes - FFIEC Geocoding tool updates showing obligation shifts
- HMDA Reporting Burden Indicators - CFPB HMDA filing volume data
- State Usury Law Variations - NCSL interest rate cap legislation tracking
- Data Privacy Law Implementation - IAPP state privacy law tracker (CCPA, CPRA, etc.)
- Overdraft Fee Regulation Proposals - CFPB rulemaking dockets on fee restrictions
- NCUA Examination Priority Shifts - NCUA Supervisory Priorities annual letters
- CECL Adoption Impact Timelines - FASB current expected credit loss implementation data
- Beneficial Ownership Reporting Requirements - FinCEN CDD rule compliance guidance
- State Cannabis Banking Restrictions - NCSL marijuana banking law status
- BSA/AML Penalty Frequency - FinCEN enforcement actions database
External Market Disruptions
- Natural Disaster Declarations by FEMA - FEMA disaster declaration data showing member hardship zones
- Major Employer Layoff Announcements - WARN Act notices by state labor departments
- School District Budget Cuts - State education department fiscal reports affecting educator credit unions
- Hospital System Merger Announcements - AHA merger/acquisition database for healthcare CU fields of membership
- Utility Disconnection Rate Increases - State public utility commission hardship reports
