Reprompt
Verify live business status globally with deep research AI agents at scale.
Reprompt delivers deep, verifiable location data at scale—its Deep Research agent beats GPT-5.5, o3-deep-research, Gemini 3.5 Flash, and Claude Opus 4.8 on hard places tasks, and the 220M+ business dataset with 50 attributes is a solid foundation. But it's contact-sales only with no free tier, so smaller teams will face friction. If you need live business status and KYB-grade verification, it's worth the sales call.
Verified 8d ago · liveness 60/100 · cite: rightaichoice.com/tools/reprompt
- 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
- Retail and advertising firms for merchant attribute correction
- Individual developers needing a free tier for small projects
- Users requiring simple address lookup without deep verification
- Teams without budget for enterprise sales cycle (no self-serve pricing)
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Skip Reprompt if you are a small team needing a self-serve free tier or simple address lookup—this is an enterprise platform with contact-sales pricing and requires API integration.
Reprompt is contact-sales only, so you'll negotiate pricing—expect a significant annual contract and no free tier to test with.
Reprompt's pricing is custom and enterprise-focused, so it suits organizations with six-figure data budgets. Compared to cheaper self-serve alternatives like SafeGraph (which offers free tiers) or Foursquare (usage-based), Reprompt justifies its cost with deep verification and a 220M+ record dataset. For startups, the lack of self-serve may be prohibitive.
In short
Reprompt — Verify live business status globally with deep research AI agents at scale. 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.
What's new in Reprompt
Checked 5 days agoAcross the latest 3 updates: 1 feature update, 1 launch and 1 news mention.
Introducing Search and Ask APIs
Reprompt launches two web primitives for agents: raw search results or a fast answer with citations.
Reprompt outperforms OpenAI, Claude, Gemini on hard places research tasks
Benchmark shows Reprompt places agent beats GPT-5.5, o3-deep-research, Gemini 3.5 Flash, and Claude Opus 4.8 on difficult geographies.
Building a location deep research agent
Reprompt details architecture of Deep Research Agent custom-built for places research, highlighting location intelligence focus.
What people actually say about Reprompt — is it worth it?
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.
37 mentions across 4 sources (Hacker News, YouTube, GitHub, Lemmy) · researched Aug 1, 2026.
- +AI agents research live business status across web, social, government sources.
- +Proprietary dataset of 220M+ businesses with 50 enrichment attributes.
- +Real-time open/closed tracking from multiple live sources for accurate updates.
- +KYB and fraud verification with confidence scores for risk checks.
- +Building entrance data specifically useful for last-mile delivery optimization.
- −Name association with Copilot security attack undermines brand trust.
- −No direct user reviews or testimonials found across any community.
- −Limited integration options — only ESRI ArcGIS and Foursquare mentioned.
- −Pricing is opaque; no public tiers or cost benchmarks for planning.
- −May be overkill for small businesses needing basic location data.
- • No public pricing means potential surprise costs for data volume or API usage.
- • May require minimum contract terms typical of enterprise data providers.
Viability Score
How well maintained and how widely used is Reprompt? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: August 2026
How we score →Key Features
- Deep Research agent for live business status verification
- Proprietary database of 220M+ global business records
- 50 enrichment attributes: location, operating status, formation date
- Real-time open/closed status tracking from live sources
- KYB and fraud verification with confidence scores
- MCC and brand matching across 100K+ verified chains
- Building entrance data: parking, building type, access restrictions
- Custom attribute creation for proprietary business research
- AI Table for dataset cleaning and web research enrichment
- Search API for raw search results
- Ask API for fast cited answers
- Private data tenant for uploading and enriching user datasets
- Access to social, web, and government filings
- Web, social, and news source integration
About Reprompt
Reprompt is an AI-powered platform that verifies the live status and identity of businesses worldwide. It taps into web, social, government, and news sources to answer nuanced questions—like whether a place is permanently closed, franchise-owned, or a short-term rental. Built for enterprises (fintech, last-mile delivery, location services, retail, advertising, travel), it sits on a proprietary dataset of 220M+ businesses with 50 enrichment attributes, from operating status to formation dates. You can upload your own data into a private tenant, then run deep research queries or use the AI Table to clean and augment datasets—no need to switch contexts. The platform also offers real-time open/closed tracking, KYB and fraud verification with confidence scores, and MCC and brand matching across 100K+ verified chains. Beyond the core, Reprompt recently launched entrances data with structured metadata on parking, building type, and access restrictions—directly optimizing delivery fleets. The new Search and Ask APIs expose raw search results and fast cited answers, making it easy to embed these capabilities into your own workflows. In head-to-head benchmarks, Reprompt's Deep Research agent outperformed GPT-5.5, o3-deep-research, Gemini 3.5 Flash, and Claude Opus 4.8 on hard places research, especially in tough geographies like Southeast Asia. For teams needing deep, verifiable location intelligence at scale, this is a serious contender—though it's contact-sales only and not self-serve.
Behind the Verdict
Reprompt is built for enterprises that treat location data as mission-critical—think fintech doing KYB, delivery fleets optimizing routes, or advertising platforms cleaning merchant attributes. The proprietary dataset of 220M+ businesses with 50 enrichment attributes, including real-time open/closed status from web, social, and government filings, gives it a strong edge for deep verification tasks. The Deep Research agent, which beats top-tier models like GPT-5.5 and Claude Opus 4.8 on hard places research, demonstrates serious technical chops, particularly in tricky geographies like Southeast Asia. Where Reprompt really shines is the AI Table feature, which lets you upload messy datasets and enrich them with web research—no coding required. This is a practical, time-saving tool for data teams. The new Search and Ask APIs (launched July 2026) make it easy to embed Reprompt's capabilities into existing workflows, a clear move toward agentic integration. The entrances data launch (February 2026) is another differentiator, giving delivery companies metadata on parking, building type, and access restrictions that most competitors lack. That said, Reprompt is not for the faint of heart. There's no self-serve pricing or free tier—you need to book a call and navigate an enterprise sales cycle. This will be a blocker for small teams or individual developers who just need a simple address lookup or occasional verification. Also, the platform is cloud-only; there's no offline or desktop option, which could limit some use cases. Compared to alternatives like SafeGraph or Foursquare, Reprompt offers a more research-driven, AI-first approach, but those competitors provide self-serve access and clearer pricing. If you need deep, live business verification with a research twist,
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Real-world workflow fit
Concrete scenarios for the personas Reprompt actually fits — and what changes day-one when you adopt it.
On day one, you upload a batch of merchant IDs to a private tenant, then run the Deep Research agent to verify operating status and ownership. You get confidence scores for each business, flagging high-risk accounts for manual review within minutes.
Outcome: Automated KYB checks reduce false positives and manual research time by 80%.
You integrate the entrances API to pull building type, parking, and access restrictions for delivery points in a major city, then feed that into your routing engine to optimize drop-off efficiency.
Outcome: Fewer failed deliveries and more efficient routes, reducing operational costs.
You use the Search API to query raw business statuses across Southeast Asia, then use the Ask API to get cited answers on which stores are permanently closed. You build a custom dataset to sell to mapping clients.
Outcome: Launch a new data product with live, verifiable business status in weeks.
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.
Models Under the Hood
as of 2026-08-19
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.
- No self-serve onboarding.
as of 2026-08-07
Verification history
We have re-verified Reprompt 5 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Free to cite with attribution — this page re-verifies continuously.
Where the pricing makes sense
The company stage and team size where Reprompt's pricing actually pencils out — and where peers do it cheaper.
Reprompt's pricing is custom and enterprise-focused, so it suits organizations with six-figure data budgets. Compared to cheaper self-serve alternatives like SafeGraph (which offers free tiers) or Foursquare (usage-based), Reprompt justifies its cost with deep verification and a 220M+ record dataset. For startups, the lack of self-serve may be prohibitive.
Setup time & first value
How long it actually takes to get something useful out of Reprompt — broken out by persona, not the marketing-page minute.
For technical teams, you can get a demo and API keys within a week of contacting sales. Uploading your data to a private tenant takes a few hours, and running your first deep research query is immediate. Full integration into production workflows typically takes 2–4 weeks.
Switching to or from Reprompt
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- ↗To SafeGraph: If you need self-serve pricing and simpler datasets, you can export your Reprompt data and migrate to SafeGraph's Places schema, though you'll lose deep research capabilities.
Integrations
Resources & Guides
Tutorials & Learning
Official links
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Featured Head-to-Head Comparisons
Reprompt vs Screenplayiq
ScreenplayIQ and Reprompt serve completely distinct industries—screenwriting analysis vs. business location intelligence. ScreenplayIQ offers a free tier and affordable paid plans for screenwriters seeking marketability insights, while Reprompt is enterprise-only with a focus on large-scale business verification. Choose ScreenplayIQ for script feedback and box office prediction; choose Reprompt for global business data enrichment and KYB verification.
Reprompt vs Presto Voice
Presto Voice and Reprompt serve entirely different domains: Presto is purpose-built for drive-thru voice AI automation in QSR chains, with proven results like up to 95% automation and 6% revenue lift, while Reprompt specializes in AI-driven business verification and location intelligence for fintech and logistics. Choose Presto if you run a multi-location QSR drive-thru; choose Reprompt if you need global business data and verification for compliance or delivery optimization.
Reprompt vs Truleo
Truleo and Reprompt serve completely different verticals. Truleo is purpose-built for law enforcement to connect siloed data and automate investigative tasks, while Reprompt provides business location intelligence for enterprises. Choose based on your industry and need for police-specific vs. global business data.
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