Chameleon carrier detection: catch the clean new DOT hiding a revoked record.
A chameleon carrier shuts down after violations and re-registers under a new DOT number: same people, same trucks, a clean record. CarrierOk links the new registration to the old one through shared phones, addresses, emails, EINs, and equipment, and flags it on every profile lookup. In GAO’s landmark study, carriers with chameleon attributes were three times as likely to be involved in severe crashes.
A chameleon carrier is an operator that loses its authority and registers again under a new DOT number, keeping the same trucks, people and yard. Nothing on the new record looks wrong, because the record is new. CarrierOk checks five identifying attributes against every other entity in the dataset and names each match.
- The five
- Phone, physical address, email, EIN and DUNS. Each is checked against every other registrant, and each match is returned as its own named flag.
- Named, not scored
- The response says which attribute matched rather than folding it into one number, because a shared yard and a shared EIN call for different responses.
- Why the new record looks clean
- A fresh DOT number has no inspections, no crashes and no revocation history. The link back to the old entity is the only thing that shows.
- Where it shows up
- In the API as risk_factors flags, on the carrier profile in the app, and in monitoring when a match appears on a carrier you watch.
- Evaluating it
- A free sandbox key is issued at signup with no card, so the flags can be checked against a carrier you already know.
A new DOT number does not erase a bad safety record.
The fraud is simple. Catching it requires comparing identity data across millions of records, because the one thing the new registration cannot hide is who it shares a phone, an address, or a truck with.
Carrier accumulates violations
A carrier's ISS climbs to 91. Three BASICs are in alert territory. FMCSA initiates a safety audit. The operator sees the writing on the wall.
Authority revoked. Re-register under new DOT.
The operator surrenders the DOT number, or lets it be revoked. Months later, a new LLC registers with FMCSA. New name. New DOT. Same phone number. Same address. Same people.
Clean to every standard check
FMCSA's records show a new entrant with zero violations and no history, and most carrier lookup tools see the same thing. CarrierOk's cross-entity graph links the registrations, flags the match, and names the prior entity in the response.
The scale of the problem is documented: GAO found 1,136 new applicants with chameleon attributes in 2010, up from 759 in 2005, and 18 percent of them went on to be involved in severe crashes, versus 6 percent of other new applicants (GAO-12-364).
One call. The match, the counts, and the linked entities.
Pass a DOT number to GET /v2/profile. The shared-identity signals arrive in risk_factors, and the response also names how many entities share each attribute and who they are, so your workflow can block, review, or clear with the evidence attached.
# Chameleon signals ship inside the standard profile response
curl "https://api.carrierok.com/v2/profile?dot_number=4218974" \
-H "Authorization: Bearer YOUR_API_KEY"
# Look up by MC docket number
curl "https://api.carrierok.com/v2/profile?docket_number=1481632" \
-H "Authorization: Bearer YOUR_API_KEY"
# Pivot the graph yourself: search by shared phone, address, EIN, or email
curl "https://api.carrierok.com/v2/profile?phone=7135550182" \
-H "Authorization: Bearer YOUR_API_KEY"{
"total_count": 1,
"items": [{
"dot_number": "4218974",
"legal_name": "LONE STAR EXPRESS TRANSPORT LLC",
"risk_score": "High",
"risk_score_probability": 0.94,
"risk_factors": [{
"indicator_network_graph_phone": true,
"indicator_network_graph_address": true,
"indicator_network_graph_email": true,
"indicator_network_graph_ein": false,
"indicator_network_graph_duns": false,
"high_shared_power_units": true,
"consecutive_authority": false,
"revocation_last_thirtysix_mo": false,
"sixty_mo_in_business": false,
"...": "50+ named signals"
}],
"network_graph_count_telephone_numbers": 1,
"network_graph_count_physical_address": 1,
"network_graph_count_email_address": 1,
"network_graph_equipment_ext": [{
"dot_number": "2481067",
"legal_name": "RED ROCK HAULING LLC",
"dockets": "MC917403"
}],
"authority_common": "Active",
"total_power_units": "8",
"...": "300+ fields per record; full list in the data dictionary"
}]
}Six ways a re-registration gives itself away.
Five shared-identity signals plus shared equipment, checked on every profile. Your team sees exactly which attributes matched, not just a score.
Shared phone number
Contact linkindicator_network_graph_phoneLandline, cell, and fax numbers, standardized and matched across every entity in the graph, current and historical values included.
Shared address
Contact linkindicator_network_graph_addressPhysical and mailing addresses, standardized by street and ZIP. Catches re-registrations that change the name but not the location.
Shared email
Contact linkindicator_network_graph_emailRegistration and contact email. Operators re-registering under a new DOT number frequently reuse the same inbox.
Shared EIN
Entity linkindicator_network_graph_einThe Employer Identification Number ties both registrations to the same legal entity behind the operation.
Shared DUNS number
Entity linkindicator_network_graph_dunsThe DUNS number ties both operations to the same underlying business record.
Shared equipment
Equipment linkhigh_shared_power_unitsFires when 60 percent or more of the trucks seen in this carrier's inspections have also been seen under other DOT numbers. The connected entities are named in network_graph_equipment_ext.
You get the link, not just a flag.
A flag you cannot inspect is hard to act on. When CarrierOk detects a shared identity, the response shows the work: which attributes matched, how many entities share them, and who those entities are, name and DOT number included.
That is what turns a flag into a decision. A reviewer pulls up the prior operation, sees the revocation, and declines with the evidence in the file.
indicator_network_graph_*
5 booleans to route on: phone, address, email, EIN, and DUNS. Any shared attribute flips its flag in risk_factors.
network_graph_count_*
How many other entities share each attribute, with current and historical values both counted.
network_graph_equipment_ext
The connected entities by name, DOT number, and docket. The same trucks seen under other authorities, listed, so a reviewer can pull up the prior operation's record.
Every team that approves carriers needs this.
Chameleon detection matters anywhere a carrier’s approval rests on its FMCSA record, because that record can be reset through re-registration.
Freight brokers & 3PLs
Freight Broker Carrier Approval
A chameleon carrier accepts loads on a clean new DOT number with no visible safety history. Without cross-entity detection, you would approve them. With CarrierOk, the shared-identity signals surface in your onboarding flow so you can block before you tender.
Freight factoring companies
Factoring Company Fraud Prevention
Factoring a chameleon carrier means funding invoices for an operation with unresolved liabilities from its prior entity: charge-backs, disputes, and fraud exposure. Screen every new carrier application for shared-identity signals before advancing funds.
Commercial auto MGAs & underwriters
Insurance Underwriting Screen
A chameleon carrier presents as a clean new entrant: no loss history, no BASIC alerts, no red flags in the standard record. The shared address, phone, or EIN tying it to a revoked prior operation is invisible without cross-entity analysis. CarrierOk flags the match and names the prior entity.
Transportation management platforms
TMS Automated Carrier Screen
Embed chameleon screening into carrier onboarding. Corroborated matches are blocked automatically; single matches route to review with the matched attributes and linked entities visible to the reviewer. Audit log every decision.
Chameleon Carrier Detection: Frequently Asked Questions
Stop approving chameleon carriers.
The match, the counts, and the linked entities on every profile lookup. Free sandbox to evaluate; full profiles are priced per unique carrier per month, not per call.