Reprompt
Contact SalesAI agents for global business location intelligence and verification
By Tanmay Verma, Founder · Last verified 03 Jul 2026
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Added 5d ago
75/100Safe BetIn short
Reprompt — AI agents for global business location intelligence and verification. Best for Fintech companies needing automated KYB checks on 200M+ businesses, Last-mile delivery services optimizing routes with building entrance data, Location service providers requiring live business verification at scale. Contact Sales pricing.
Is Reprompt actually worth it?
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Editorial Verdict
Best for
Fintech companies needing automated KYB checks on 200M+ businessesLast-mile delivery services optimizing routes with building entrance dataLocation service providers requiring live business verification at scaleRetail and advertising firms for merchant attribute correctionData teams building enrichment pipelines with custom research attributes
Not ideal for
Individual developers needing a free tier for small projectsUsers requiring simple address lookup without deep verificationTeams without budget for enterprise sales cycle (no self-serve pricing)Offline or desktop-only applications (cloud platform only)Use cases needing real-time streaming updates (polling-based)
Reprompt is a strong choice for enterprises needing automated business verification at global scale. The lack of transparent pricing and self-serve access limits adoption for smaller teams, but its depth of data and AI-driven research are hard to match.
Compare with: Reprompt vs Mineral (Alphabet X), Reprompt vs Persana AI, Reprompt vs GeologicAI
Last verified: July 2026
What independent users actually report about Reprompt
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
31 mentions across 2 sources (Hacker News, Lemmy).
0% positive100% critical
Recurring strengths
- +Targets a genuine need for automated business location verification.
- +Offers deep research on business status using multiple data sources.
- +Includes KYB and fraud checks useful for fintech and delivery.
- +Provides building entrance data for last-mile delivery optimization.
- +Supports custom attribute creation for tailored workflows.
Recurring frustrations
- −No community feedback exists to validate any claims or features.
- −Name confusion with a separate security exploit undermines trust.
- −No transparent pricing; requires contacting sales for a quote.
- −Cannot verify the accuracy or freshness of the 220M+ database.
- −No integrations or platforms publicly documented.
Patterns worth knowing
The tool name 'Reprompt' is being overwhelmed by discussion of a security attack on Microsoft Copilot using the same name.
Seen on Lemmy
No authentic user discussion of the actual Reprompt service in any community source—all posts are off-topic.
Seen on Hacker News, Lemmy
Learning curve
beginnerProductive in ~Unknown (likely a few hours of setup)
Hidden costs people mention
- • Pricing is opaque; may include usage-based fees or minimum commitments.
Viability Score
75/100
Safe BetHow likely is Reprompt to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
momentum
55
funding runway
70
website health
90
wrapper dependency
100
Last calculated: July 2026
How we score →Key Features
- AI agent for deep research on business status via web, social & government sources
- Global business database with 220M+ records across 200+ countries
- 50 data enrichment attributes including location, status, formation date
- Real-time open/closed status tracking from multiple sources
- KYB and fraud verification checks with confidence scores
- Building entrance data for last-mile delivery optimization
- Custom attribute creation for proprietary business research
- MCC and brand matching with 100K+ verified chains
- Private data tenant for uploading and enriching user datasets
- Deep Research agent architecture specialized for places
- Access to social, web, and government filings for each business
- Data sample export and platform integration via API
About Reprompt
Contact SalesIntermediateAPI availableWeb · API
Reprompt provides AI agents that research and verify the live status of businesses worldwide using web, social, government, and news sources. The platform offers a proprietary dataset of over 220 million businesses with 50 enrichment attributes, covering location attributes, operating status, formation dates, and more. It targets fintech, last-mile delivery, location services, retail, advertising, and travel industries. Users can upload their own data into a private tenant, then run deep research queries—such as whether a business has short-term rentals, outdoor seating, or permanent closure—all driven by AI agents. The system integrates with existing workflows via API and supports custom attributes. Recent updates include a Deep Research agent architecture custom-built for places research (May 2026), and features like building entrance data for last-mile delivery. Key capabilities include real-time open/closed status tracking, KYB and fraud verification, MCC and brand matching, and custom attribute creation. The platform also offers a live-updating business database with 220M+ records and 100K+ tracked brands across 200+ countries. Unlike general-purpose data enrichment tools, Reprompt focuses on deep location research combining AI agents with structured business data to provide verification confidence scores and real-time updates. It also offers specialized features like building entrances for last-mile delivery and KYB risk checks, making it distinct for enterprise location intelligence.
Behind the Verdict
Reprompt fills a real niche: automated, AI-driven business verification across 220M+ records globally. If your team needs to verify merchant status, check KYB compliance, or enrich location data with attributes like outdoor seating or short-term rental flags, Reprompt's deep research agents do this directly. The recent May 2026 blog post on building a location deep research agent suggests continued investment in this capability. When to pick Reprompt: You're in fintech, last-mile delivery, or location services and need to verify hundreds of thousands of business entities. The API integration and private data tenants make it suitable for data teams. When to pass: You're a solo developer or small team without budget for enterprise sales. There's no self-serve tier or transparent pricing. For simple address lookup, you'd be overpaying. Compared to alternatives like Foursquare or Google Places API, Reprompt offers deeper verification (tax registries, corporate filings) and custom research attributes. But those alternatives have broader free tiers and simpler pricing. Real-world usage caveat: Expect to go through a sales cycle and demo. The platform is built for scale, not quick hobby projects. Data freshness claims are strong but depend on the agent's ability to crawl sources; verify for your specific regions.
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Use Cases
- Verify business identity and operating status for KYB compliance.
- Enrich merchant datasets with accurate MCC codes and brand information.
- Research whether a location has outdoor seating, drive-through, or short-term rentals.
- Identify building entrances and access restrictions for delivery routing.
- Detect permanently closed businesses to update mapping data.
- Monitor changes in business status from government filings and news.
Limitations
- Pricing is contact-only, no free tier.
- The platform requires integration via API, which may be complex for non-technical users.
- Depth of research depends on publicly available sources; some attributes may have coverage gaps in certain regions.
Integrations
ESRI ArcGISFoursquare
Resources & Guides
Frequently Asked Questions
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