412 Area Code Scam Report
Area Code 412
The 412 area code covers Area Code 412 and ranks #148 out of all U.S. area codes for scam call complaints. The FTC has logged 44,488 complaints from 22,506 unique phone numbers in the 412 prefix. The FCC independently recorded another 1,614 complaints, meaning people are reporting these numbers to multiple federal agencies.
But here is what makes 412 distinctive: 72.6% of victims are Pennsylvania residents, and 54% of victims have a 412 number themselves. This is a textbook neighbor spoofing pattern. Scammers fake a 412 caller ID because people in the Pennsylvania area are far more likely to answer a call that looks like it is coming from their own neighborhood. The number on your screen is fabricated.
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412 Area Code at a Glance
44,488
2 per number avg
1,614
independent federal source
72.6%
target Pennsylvania residents
#148
of all U.S. area codes
Why Scammers Spoof 412 Numbers
Caller ID spoofing is trivially easy with modern VoIP technology. Scammers operating from anywhere in the world can make your phone display any number they choose. They pick 412 because it is a large, recognizable Pennsylvania area code. When your phone rings and shows a 412 number, your instinct is that it might be a local business, a doctor's office, or someone you know. That instinct is exactly what scammers exploit.
The data confirms this. Of all FTC complaints about 412 numbers:
- 72.6% of victims are in Pennsylvania, confirming local targeting
- 54% of victims have a 412 number themselves, meaning scammers match the victim's own area code
- The remaining 27% of complaints come from all 50 states, showing these numbers also appear in broader campaigns
What 412 Scam Calls Are About
Not all 412 scam calls run the same playbook. The FTC categorizes complaints by subject, and the automation rate (robocall percentage) reveals which scams are run by machines versus live callers.
Warranties & protection plans scams have the highest automation rate at 88.8%, meaning 9 out of 10 calls are robots. Reducing your debt (credit cards, mortgage, student loans) follows at 71%. If your phone rings from a 412 number and you hear a recorded message about debt, tech support, or a government agency, it is almost certainly spoofed.
Calls pretending to be government, businesses, or family and friends
3,523 complaints
68.1%
robocall rate
Medical & prescriptions
2,747 complaints
51.8%
robocall rate
Warranties & protection plans
2,564 complaints
88.8%
robocall rate
Reducing your debt (credit cards, mortgage, student loans)
1,840 complaints
71%
robocall rate
Energy, solar, & utilities
1,050 complaints
68.3%
robocall rate
Home improvement & cleaning
429 complaints
69%
robocall rate
Most Reported 412 Numbers
These 412 numbers have the highest FTC complaint counts. Click any number to see the full scam report with carrier data, complaint history, and AI risk analysis.
What to Do If You Get a Call from a 412 Number
If you did not answer
Do not call back. Scammers spoof real people's numbers, so calling back may reach an innocent person. Instead, check the number on ScamVerify™ to see if it has been reported. If there is no voicemail, it was almost certainly a robocall.
If you answered
Hang up immediately if you hear a recorded message. If a live person asks for personal information, payment, or claims to be from the IRS, Social Security, or your bank, do not engage. Legitimate agencies do not cold-call demanding immediate payment. Check the number below, then report it to the FTC at donotcall.gov.
Remember: the number is not real
The 412 number that appeared on your screen was almost certainly spoofed. The actual caller could be anywhere. This is why blocking individual numbers has limited value. Scammers generate thousands of spoofed numbers and discard them after a few calls.
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The Pennsylvania Scam Call Cluster
412 does not exist in isolation. The entire Pennsylvania metro shares five area codes, and scammers rotate through all of them. Combined, these codes account for 44,488 FTC complaints, making DFW one of the most spoofed metro areas in the country.
Fort Worth's 817 has the highest in-state targeting rate at 84%, while 469 sits at 72.6%. This suggests 817 is used almost exclusively for neighbor spoofing, while 469 sees slightly more use in broader nationwide campaigns.
717
Area Code 717
58,242 complaints
76.2% target Pennsylvania
610
Area Code 610
55,325 complaints
78.7% target Pennsylvania
570
Area Code 570
52,308 complaints
80.7% target Pennsylvania
267
Area Code 267
50,831 complaints
50.7% target Pennsylvania
215
Area Code 215
50,101 complaints
69.9% target Pennsylvania
724
Western PA
41,499 complaints
77% target Pennsylvania
Where This Data Comes From
Every number on this page comes from federal complaint databases, not estimates or surveys. When you check a specific 412 number on ScamVerify™, we cross-reference these sources in real time along with carrier intelligence and community reports.
- FTC Do Not Call Registry - 44,488 complaints from 412 numbers. Consumers file these when they receive unwanted calls, especially from numbers on the Do Not Call list.
- FCC Consumer Complaints - 1,614 complaints from 412 numbers. An independent federal source that corroborates the FTC data.
- Carrier Intelligence - Real-time caller ID verification, line type detection, and STIR/SHAKEN attestation available when you check a specific number.
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