How Deep Location Data Boosts KYB Precision

Is this business real?

Know Your Business verification is supposed to answer a simple question: is this business real? In practice, most KYB workflows rely on Secretary of State lookups, document checks, and database matches.

KYB lookups were designed for a world where creating a business is slow and expensive.

Today, forming an LLC takes minutes online. Registered agent services provide instant addresses. A fraudster can spin up a plausible-looking business entity with a real EIN, a registered address, and clean-looking formation documents.

Researching the physical world

Human anti-fraud analysts go beyond the registry data to verify the physical world. Even a quick search can sometimes uncover red flags:

Shell companies at virtual offices. A business registers at a prestigious commercial address. The address is real—it belongs to a virtual office provider. There is no physical presence, no employees, no signage. A standard SoS lookup returns a match. KYB passes.

Closed businesses still listed as active. A restaurant closes its doors and the owner walks away. The SoS listing remains active for months or years because no one files a dissolution.

Address type mismatches. A "manufacturing company" lists a residential apartment as its headquarters. A "retail store" registers at a UPS mailbox. These mismatches are obvious red flags—but only if you know the address type.

Fraud from other businesses in a chain. The registered business is clean but its chain has a record of fraud.

But most importantly, an anti-fraud analyst has the intuition based on multiple signals and context. Today's KYB heuristics can miss the bigger picture and either generate false positives or false negatives.

What location intelligence adds

Reprompt performs deep research on a location to research actual business operations, starting with our proprietary dataset of 200M+ places. For an address and business, our agent retrieves:

Building and tenant data. What kind of building is at this address? How many tenants? Who are the co-tenants?

Operating status. Is the business actually open? Are there posted hours? Does web research confirm ongoing operations?

Web and news signals. Has this business been mentioned in negative news? Are there closure notices, lawsuit records, or fraud reports?

Corporate structure. What's the parent company? Are there related entities at the same address?

Address type and deliverability. Is this a commercial building, residential unit, PO box, or vacant lot? Can mail actually be delivered here?

If you're running KYB, merchant onboarding, or underwriting workflows, book a call to see how Reprompt's location intelligence fits into your stack.