Federal data release 03 · 58-page product systemReal facts + unmistakable example statesScores remain provisional
Real evidence + example layers

Published facts remain sourced; every unfinished model, scenario, or recommendation is explicitly labeled.

How facts and examples are separated ↗

Own / Guided pathway

First House

A staged path from readiness and credit through financing, property selection, closing, and the first year of ownership.

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Product promise

HMDA and ACS context is real; lender, grant, rate, and affordability examples are placeholders until verified for the user’s location and date.

01

Five gates

Know what comes next

Each stage has a checklist, evidence requirement, and decision point.

  • Readiness and cash flow
  • Credit and documentation
  • Financing and assistance
  • Search and inspection
  • Close and stabilize
02

Local truth

Housing is place-specific

Production recommendations will require current state and local program rules, eligibility, rates, and licensed-provider verification.

  • Program geography
  • Income limits
  • Property requirements
  • Effective dates

Authenticity contract

Structure can be complete before claims are real.

Where genuine evidence exists, the site publishes it with source, vintage, identifier, and limitation. Where a marketplace, review, recommendation, partnership, price, benefit, event, or score lacks real-world support, the interface remains a clearly labeled example.

Audit genuine datasets ↗Read the commercial firewall ↗