Understand the source. Check the current terms.
Loan research guides
50 focused guides to interpreting public records, verifying providers and organizing borrowing decisions. Each includes a worked example, practical checks and source context.
Mortgage data
10 guides
HMDA Originated vs Purchased Loans: Count Lenders Carefully
A lender can appear in mortgage history because it originated a loan or because it purchased one.
Why a Public HMDA Amount Cannot Identify Your Mortgage Quote
A public mortgage amount is a research value, not a reliable way to identify your exact loan or compare a current quote dollar for dollar.
HMDA Preapproval Records Are Not Closed Mortgage Loans
A preapproval outcome and a completed mortgage are different events. A historical record marked as a preapproval request approved but not accepted…
Missing HMDA County Records: Check Coverage Before Comparing
A county search can be incomplete for your purpose even when the database itself loaded correctly.
Mortgage Reporter LEI vs Brand Name: A Search Checklist
The name on a mortgage advertisement may not match the legal reporting name in a historical dataset.
Missing HMDA Interest Rates: Avoid a Misleading Average
A missing historical interest rate should not become zero in your spreadsheet.
Why County Mortgage Volume Does Not Predict Your Loan Rate
A busy historical mortgage market does not tell you the rate you will receive today.
Match HMDA Occupancy and Purpose Before Comparing Mortgages
Comparing historical mortgages becomes more useful when the records describe similar purposes and occupancy types.
HMDA Loan Term Is Not the Borrower’s Remaining Repayment Time
The reported term on a historical mortgage record is not a live countdown of what the borrower still owes.
Mortgage Denial Counts: Choose the Denominator First
A mortgage denial count is not meaningful as a percentage until you define the denominator.
Complaint research
10 guides
A CFPB Complaint ID Is Not a Unique Customer Count
A complaint database can contain many records without revealing how many distinct customers experienced a problem.
CFPB Timely Response vs Resolution: Read Both Fields
A timely company response and a satisfactory outcome for a consumer are not the same measure.
CFPB Complaint Dates: Received Is Not Published
A complaint’s received date does not tell you when the public first saw the record.
State Complaint Counts Need Population and Coverage Context
More complaint records in one state do not automatically mean worse financial services there.
Mortgage or Credit Reporting? Choose Complaint Product Filters
A mortgage-related problem can appear in a complaint category that is not labeled mortgage.
Why You Cannot Calculate Complaints per Customer From Counts
A complaint total cannot become a complaints-per-customer rate unless you also know the relevant customer population.
Complaint Company Names: Search Beyond a Familiar Brand
Searching only a familiar brand name can miss complaint records or combine the wrong companies.
What a Complaint Summary Leaves Out of a Lending Dispute
A compact public complaint summary cannot reconstruct a complete lending dispute.
Debt Collector vs Original Lender in Complaint Research
A debt-collection complaint may name a collection company rather than the original lender.
Why Complaint Snapshot Totals Differ From the Live Source
A saved complaint snapshot and the live CFPB database can show different totals without either search malfunctioning.
Business loan history
10 guides
PPP Current Approval Amount Is Not a Cash-Receipt Ledger
A historical PPP current-approval field is not a record of every cash movement into a business bank account.
Do Not Subtract PPP Forgiveness to Invent a Loan Balance
Subtracting a public PPP forgiveness amount from a public approval amount does not necessarily produce a verified outstanding balance.
PPP First and Second Draws: Loan Counts vs Business Counts
PPP first-draw and second-draw records describe loans, not automatically distinct businesses.
Why a PPP Disbursed-Loan File Cannot Show Every Application
A dataset of disbursed PPP loans does not show every application that a business started, abandoned or failed to fund.
PPP NAICS Codes Describe a Historical Reporting Context
A NAICS code in a historical PPP record is a classification attached to that source context.
SBA Approval Records vs Disbursed Cash: Plan Separately
An SBA approval record can support historical program research without proving how much cash reached a business on a particular day.
SBA Originating vs Servicing Lender Names in Historical Data
The lender that originated a historical SBA loan and the institution servicing it later may be different.
An Old SBA Loan Term Is Not a Current Financing Offer
A historical SBA loan term is a characteristic of a past record, not a menu of terms available to a new applicant.
SBA Borrower State vs Lender State: Avoid a Location Mix-Up
A lender’s state and a borrower’s reported project or business state describe different places.
SBA Fiscal Year vs Calendar Year in Loan Approval Trends
A fiscal-year label and a calendar-year filter can split the same approval history differently.
Flood & disaster data
10 guides
NFIP Renewal Transactions Are Not Active Policy Counts
A count of flood-insurance transactions is not a count of unique homes currently insured.
A Zero or Missing Flood Policy Cost Is Not a Free Quote
A zero or unavailable value in historical flood-policy cost data is not a quote for free insurance.
Flood Zone X Records Do Not Replace a Current Coverage Quote
Finding historical policy records labeled with a particular flood zone does not settle what insurance a property needs today.
NFIP Effective and Termination Dates: Compare Time Windows
A policy effective date and a termination date do not mean the same thing. A search covering effective years identifies activity beginning within that…
Flood Building Coverage vs Home Value in a Mortgage Budget
A flood building-coverage amount and a property’s market value are different figures.
NFIP Occupancy Codes: Compare Similar Property Records
An occupancy code is a source classification, not a plain-language description you can safely guess.
FEMA Valid Registration vs Eligibility vs Payment
A valid disaster-assistance registration, an eligibility indicator and an amount field answer different questions.
FEMA Housing and Other Needs Fields: Avoid Double Counting
Adding every assistance amount in a public record can double count money if some fields are totals and others are components.
Disaster Declaration Year Is Not Your Application Timeline
The year a disaster was declared is not necessarily the year of every application event, payment or later update associated with it.
County FEMA Records Cannot Establish One Property’s Risk
County-level disaster or flood-policy records cannot establish the risk of one home.
Research & planning
10 guides
Build a Current Lender Shortlist Without Treating History as Quotes
Historical lending records can help you prepare a shortlist, but they cannot tell you which lender has the best current offer for your transaction.
CDFI Headquarters vs Service Area: Questions Before Applying
A CDFI’s headquarters address does not by itself tell you whom it finances or where it accepts applications.
A HUD Counseling Listing Is Not a Mortgage Lender Approval
A housing-counseling agency and a mortgage lender perform different roles. A HUD-related counseling listing can help you locate educational or…
SBA Microlender Service States: Verify Before Sending Documents
A listed SBA microloan intermediary’s service states are a starting point for a funding inquiry, not permission to send your entire financial file.
Use Private Reference Labels in Loan Planning Worksheets
A planning worksheet usually needs a way to distinguish documents, not a full account number on every page.
Filled Loan PDF Looks Blank? Check Saving Before Sharing
If a completed loan worksheet reopens blank, do not assume that downloading it again will recover the missing entries.
A Loan Payment Screenshot Is Not a Complete Written Offer
A screenshot showing a monthly loan payment is not a complete written offer.
Request a Public Loan Data Correction Without Oversharing
A useful public-data correction request identifies the record and the suspected problem without exposing unnecessary private information.
Keep a Source and Version Log for Loan Research
A loan research note is easier to trust when it records where each fact came from and which version you used.
Official Guide, Worksheet or Calculator: Choose the Right Resource
An official guide, a planning worksheet and a calculator solve different problems.