Problem

Reprompt addresses the problem of stale, incomplete, and difficult-to-verify business data. Traditional KYB checks tend to follow paper trails and registry records, which can lag reality by weeks and miss closures, address mismatches, shell companies, negative news, and other signals visible in the physical and online world. The economic pain is both risk and operating cost: financial institutions and other businesses can approve fraudulent or inactive merchants, reject legitimate ones, or devote analysts to manually reconciling fragmented sources. The clearest use case is fintech merchant onboarding and ongoing risk screening, where confirming that a business is real, active, and appropriately represented is central to underwriting and fraud prevention.

The same data-quality problem affects mapping, delivery, advertising, retail, and sales teams. A map or CRM record that says a business is open, correctly located, and in the right category can become wrong without an obvious registry update, making continuously refreshed business identity and location information more valuable than a static directory.

Product / Service

Reprompt provides AI-agent-powered business intelligence and verification. Its agents research businesses across government filings, web and social sources, news, geospatial information, and other physical-world signals, then combine those findings into a live business profile, enrichment attributes, verification confidence, and fraud-risk assessments. The company advertises global coverage of more than 230 million businesses, continuous monitoring of registries, social media, and news, and daily monitoring of more than three million websites. Its output is intended to detect closures, address or location mismatches, suspicious entities, ownership and profile gaps, and other conditions that registry-only KYB misses.

The service is delivered through a live-updating business database, APIs, direct system integrations, CRM synchronization, email reports, and Reprompt Workbooks for experimenting with CSV data and custom AI attributes. Customers can enrich records with more than 50 attributes, define proprietary research fields, and use the Search and Ask APIs to query location and business data. The benefit is a scalable research layer that turns fragmented, changing information into usable verification, risk, location, lead, and enrichment data without requiring every customer to build its own web-research operation.

Market

Reprompt sits at the intersection of location intelligence, business-data enrichment, KYB, and fraud screening rather than in a single mature software category. Its adjacent alternatives include KYB and identity-risk providers such as Middesk, Socure, and Alloy; location and business-data ecosystems such as Foursquare, Radar, and TomTom; and broader sales-enrichment tools such as Apollo, ZoomInfo, and Clay. Reprompt’s positioning is differentiated by combining business identity verification with live physical-world, web, social, government, and news research instead of relying only on a registry or a conventional static database.

The company is an active YC Winter 2024 startup founded in 2024, with three employees listed by YC, and third-party company databases report $500,000 raised from Y Combinator. Its YC profile names Foursquare and TomTom as companies using its agents or data, while the current site presents an active sign-up product, a 230-million-plus-business database, recent API releases, and named industry users including Data Axle and Matador. The available evidence demonstrates an operating commercial product and early customer traction, but does not disclose revenue, customer counts, or enough information to classify Reprompt definitively as pre-revenue.