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Daily brief — August 21, 2026

Today in Scams: Fake 'Recovery' Scams Hit Victims Twice

Fraudsters are re-targeting people who already lost money to scams — while toll-text schemes and AI-run romance-investment cons keep churning nationwide.

Published August 21, 2026

Key points

  • FTC is actively warning that fake refund/recovery services are re-targeting people who already lost money to a prior scam.
  • The FBI has publicly warned it does not contact people out of the blue to help recover lost funds for a fee.
  • Government-impersonation toll texts remain widespread; reports of these scams rose 40% according to the FTC's latest data.
  • AVASC and outside researchers both see AI now running romance-investment ('pig butchering') scams at scale, with per-victim losses often reaching five or six figures.
  • A second contact from someone who says they can get your money back should be treated with the same caution as the original scam.

Breaking: fake 'recovery agents' are re-targeting scam victims

The FTC issued a pointed consumer alert this month calling refund and recovery scams "the worst of the absolute worst: scams that target people who have already lost money to a scam," adding "here's what to know to avoid scammers who pretend to be helpers." These operators buy or trade lists of proven victims — people already known to be reachable and willing to pay — and pitch fake refund or fund-recovery help.

This tracks closely with what AVASC's own database has been seeing: our incident data shows prior victims being contacted by fake recovery firms and people impersonating the FBI/IC3, promising to recover lost funds for an upfront fee, with the FBI having publicly warned it does not operate this way. The FBI's own 2026 alert library separately confirms it is actively warning the public about scammers impersonating FBI personnel to fake IC3 complaints in order to deceive people who already reported a loss.

Still active: nationwide toll-text scams and imposter calls

The FTC's latest imposter-scam data shows reports of government imposter scams were up 40%, thanks in part to messages about overdue tolls, with bogus messages spoofing real toll collection programs like EZ-Pass, SunPass, FasTrak, and TxTag, and threatening late fees or registration suspension if you don't pay right away. AVASC's data mirrors this: our cases show mass smishing texts claiming small unpaid tolls that link to look-alike payment pages designed to harvest card and personal data, prompting warnings from multiple state DOTs and courts.

Government-impersonation calls remain the single most-reported scam category, with callers posing as IRS, SSA, FTC, or police demanding immediate payment by gift card, wire, or crypto under threat of arrest — a pattern AVASC continues to see daily alongside the toll-text wave.

What we're watching: AI is scaling romance-investment ('pig butchering') scams

AVASC's database is picking up a rise in AI-run romance-investment cons, where syndicates maintain thousands of simultaneous conversations that funnel victims into fake crypto platforms, often with five- and six-figure losses per person. New security research presented at BSides Las Vegas on August 3 confirms the same shift: researchers tracked over 1,000 scam conversations lasting seven or eight days on average, spanning "job scams, sympathy scams, romance scams, pig butchering, whatever you can think of."

Separate industry analysis found that AI-generated profile pictures, cloned voices, and even deepfake video calls let scammers make a convincing fake identity, with large language models automating conversations so fraudsters can engage thousands of victims at once. The upshot: a message that feels warm, consistent, and personal is no longer proof it's a real person.

Protect yourself

  • If someone contacts you out of the blue offering to recover money you already lost, treat it as a red flag — the FBI does not initiate recovery outreach, and real recovery (when possible) runs through official channels you contact, not the other way around.
  • Never click links in unsolicited toll or 'unpaid balance' texts. Go directly to your state toll agency's known website or app to check your account.
  • Government agencies (IRS, SSA, FTC, police) will never demand immediate payment by gift card, wire transfer, or cryptocurrency — that demand alone means it's a scam.
  • If you're building a relationship online that moves toward investment advice or crypto, slow down and verify the person's identity independently before sending any money.
  • Tell someone — a family member, bank, or AVASC — about any loss right away. Reporting quickly and telling someone you trust is one of the strongest protections against being targeted a second time.
  • Report scams to the FTC at reportfraud.ftc.gov and, for crypto or wire losses, to the FBI's IC3 at ic3.gov.

Sources

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This briefing is public-safe intelligence: it surfaces only indicators and patterns that are already public, alongside protective guidance — never a playbook for scammers. AVASC is not a law firm, investigator, or government agency, and this is not legal or financial advice. If you've been targeted, you can report a scam or explore recovery resources.