Personal Insights

AI mortgage scams: How fraudsters target homebuyers and what they can fake now

AI mortgage scams are fraudulent schemes that use artificial intelligence to impersonate people, fabricate documents or create convincing fake identities during the process of obtaining a mortgage loan. While these scams can target lenders, homebuyers are increasingly targeted by mortgage fraud and real estate scams, especially during closing when money and sensitive information are exchanged.

Fraudsters can now generate realistic income paperwork, clone voices for phone calls and construct borrower profiles that appear legitimate. Understanding how these tactics work, and how they could affect you, is a critical part of homebuyer fraud protection when buying a home.

Key takeaways

• AI mortgage scams can convincingly fake people, documents and conversations
• Homebuyers are a direct target, not just lenders or banks
• Fraudsters may impersonate loan officers or settlement professionals using deepfake technology
• Income and asset documents can be generated to look real but fail deeper verification
• Working only with verified contacts and secure systems and practicing “Stop, Call and Confirm” is the strongest defense

Why this matters for today’s homebuyers

Buying a home requires sharing sensitive information such as income, employment details, bank statements and identification. It also often involves transferring large sums of money during closing, which makes buyers a prime target for wire fraud and closing scams.

Many buyers wrongly assume that mortgage fraud is only limited to phishing emails or fake listings.

But AI tools now allow scammers to create professional quality financial documents, realistic phone calls and believable digital identities in minutes. These capabilities make it easier for fraudsters to impersonate trusted professionals, insert themselves into real transactions and redirect money or information.

Example: A buyer receives an email that appears to be from their title company with updated wiring instructions just days before closing. The message includes accurate transaction details and may be followed by a convincing phone call. The money is sent and later discovered to have been redirected to a fraudster.

Buyers who understand the process are better prepared to recognize red flags. Learn what to expect at each step in the homebuying process.

Warning signs to watch for:

• Requests for payment come before you’ve expressed the intent to proceed
• Pressure to act immediately or urgently
• Request for payment by unusual methods such as gift cards and wire transfers to unknown parties

What to do:

• Confirm you have received and reviewed your Loan Estimate
• Make sure you have clearly indicated your intent to proceed with the loan
• Verify the request is being made through a known contact or official channel

How AI is being used in mortgage scams

AI-generated income and asset documents

Fraudsters can use AI tools to generate pay stubs, W-2 forms, tax returns and bank statements that appear authentic. Logos, balances and transaction histories can be fabricated to make all the materials look consistent.

While this type of mortgage fraud often targets lenders, it affects homebuyers when criminals use fake documents to support fraudulent loan offers, create fake approvals or pose as legitimate parties.

Example: A scammer posing as a lender issues a fake pre-approval backed by fabricated documents, encouraging a buyer to move forward or pay upfront fees.

Warning signs to watch for:

• Documents that look unusually polished or generic
• Employer names with little or no online presence
• Files sent only as images instead of secure documents
• Resistance to verification

What to do:

• Use trusted submission channels

  Submit documents through your lender’s secure portal when possible; or approved file-sharing tools may also be used based on your lender’s process.

• Confirm who you’re working with

  Independently verify your loan officer or company using known contact information (not just what’s in an email) before sharing sensitive documents or sending funds. One resource consumers can use to verify an MLO’s NMLS number, employer, and address is the NMLS Consumer Access portal.

• Be cautious with requests and timing

  Question any urgent requests, upfront fees or changes to instructions — especially if they differ from what your lender has already communicated.

Regions Mortgage provides a website where customers can securely upload and view mortgage documents online.

Deepfake loan officer calls and messages

AI voice cloning and video tools can convincingly mimic real people. Scammers may pose as loan officers, agents or settlement professionals.

This is one of the most serious forms of real estate wire fraud because it directly targets buyer funds.

Example: A fraudster calls using a voice that sounds like your lender or a closing attorney to say there is a last-minute issue with closing. They provide new wiring instructions and urge immediate action.

Red flags include:

• Urgent requests to act immediately
• Last-minute changes to wire instructions
• Requests to bypass secure channels
• Pressure to skip standard procedures

What to do:

• Never rely on emailed or texted wire instructions without verification
• Call a verified number before sending funds
• Be wary of unexpected last-minute changes
• Keep communication within trusted systems

Review official fraud prevention guidance from Regions, including how to “Stop, Call and Confirm,” and understand normal lender communication expectations.

Synthetic identity mortgage fraud

Synthetic identity fraud combines real and fabricated information to create a fake borrower profile. AI allows these schemes to scale more quickly.

While this primarily impacts lenders, it increases overall mortgage fraud risk and can create opportunities for fraudsters to interfere with legitimate transactions.

Example: A fraudulent identity is used in part of a transaction, creating confusion and increasing the risk of impersonation during communication or payments.

Risk indicators may include:

• Recently created contact information
• Limited record of financial activity across multiple sources
• Documents that cannot be verified independently
• Inconsistencies across records

What to do:

• Work with established lenders and title companies
• Verify all parties independently
• Ask questions if anything seems unclear

Learn more about the benefits of working with a trusted mortgage lender.

How to protect yourself during the mortgage process

Homebuyers can reduce exposure to mortgage scams, wire fraud, and identity theft by taking these steps:

Verify everything independently

• Use official website contact details
• Avoid relying on email or text instructions not previously verified as coming from your mortgage loan officer
• Know your lender’s communication requirements

Use secure systems

• Use secure lender portals and trusted submission channels

Confirm payment instructions verbally

• Call a known number before sending funds
• Treat any changes as suspicious

Question unexpected requests

• Fraudsters rely on pressure
• Take time to verify

Limit sharing of personal information

• Provide data only to verified parties
• Only share required information

Explore additional fraud prevention resources at Regions.

Life events where extra caution matters

AI mortgage scams and real estate fraud often appear during major life transitions:

• Buying a first home
• Relocating for a new job
• Purchasing after divorce
• Helping family members

These situations can create urgency and stress, making scams harder to detect.

First-time buyers can find additional guidance at the Regions Next Step® Homeownership Resource Center.

Take the next step

Working with a trusted financial professional can provide clarity and help reduce risk throughout the mortgage process. Connect with a Regions mortgage loan officer near you.