Mint Data builds and manages custom pipelines that collect, clean, validate, enrich, and deliver external web data into the systems your team already uses.
Most companies know the open web contains valuable signals. The challenge is turning those signals into reliable data.
Most companies know the open web contains valuable signals — prices, products, companies, reviews, listings, availability, market changes, and competitive moves. The challenge is turning those signals into reliable data. Off-the-shelf tools are rigid, internal teams get pulled into constant maintenance, and raw web data is rarely clean enough for the decisions, dashboards, and AI workflows that depend on it.
Mint Data designs and operates custom web data pipelines end to end — from source discovery and extraction to cleaning, normalization, validation, enrichment, and delivery. Your team gets structured data in the format and destination you need, without building and maintaining the collection infrastructure internally.
Mint Data sits between self-serve scraping tools, freelance developers, and large data vendors. We are specialized enough to build around your exact sources, schema, and business logic — and senior enough to operate recurring pipelines with validation, monitoring, and delivery discipline. Every engagement is designed around the business question, the source complexity, and the system that will consume the data.
Built to fit your exact sources, schema, and business logic — not generic templates.
Accurate, clean, and actionable data — validated, deduplicated, and QA-reviewed.
Structured data ready for analytics, AI workflows, and operational decisions.
A comprehensive suite of services designed to transform raw web data into strategic assets for your business growth.
Scalable, reliable extraction and intelligent collection of structured data from any public source. Get the precise data you need, when you need it.
Transforming raw data into valuable insights with advanced Machine Learning and Deep Learning models, custom AI agents, and intelligent automation.
Our process ensures clarity and impact: from precise data capture to enriched analysis and intuitive delivery into your stack.
Defensible metrics, verified by methodology — not vanity numbers.
Seven questions buyers usually ask before a first call.
Mint Data designs and operates custom web data pipelines for B2B teams. Most of our work falls into managed web data collection, pricing intelligence, market intelligence, competitive monitoring, data enrichment, and AI-ready datasets — always custom-built around the client's specific sources, schemas, and business questions.
Our work has supported teams at companies including Nielsen, McKinsey, Panasonic, Carlyle Investments, Almacenes Tía, Get Your Guide, Payjoy, Swiss Residence Group AG, Airis Labs, Kaoh Media, Profitero, and Welli (subject to approved logo and name usage). We work primarily with B2B teams in the US, UK, and Western Europe, with selected clients across LatAm — typically commercial directors, operations leaders, data teams, and CEOs who need reliable external data without building and maintaining the collection infrastructure internally.
Self-serve tools and infrastructure providers give teams building blocks — APIs, proxies, scrapers — that the client still has to assemble, monitor, and maintain. Mint Data delivers the finished outcome: source analysis, extraction logic, data cleaning, validation, monitoring, and delivery into your stack. You don't need to assemble and maintain the pipeline yourself.
Many projects move from first conversation to an initial sample or proof of concept in 2–6 weeks, depending on source complexity, volume, data quality requirements, and delivery format. Full production pipelines typically require a separate implementation timeline of 4–12 weeks. We share a clear timeline before any work begins.
Each engagement is custom-scoped, so there is no fixed price list. Most of our work falls into one of three structures: a fixed-price proof of concept, an ongoing monthly retainer for managed data pipelines, or a milestone-based delivery for full-build projects. We share a written proposal with clear pricing before any work begins.
Web scraping depends on the source, the type of data, the jurisdiction, and the intended use. Mint Data focuses on responsible collection from public sources and evaluates each project for source terms, data sensitivity, copyright, privacy, and applicable regulations such as GDPR and CCPA. When data requires consent, licensing, or another authorized access path, we use the appropriate channel. We do not collect personal data without a valid lawful basis.
A 30-minute discovery call. We ask about the business question you're trying to answer, the data you need, the sources involved, and the systems it needs to feed. We share how we'd approach it, what's feasible, and whether we're the right partner. No pitch, no slides — just a working conversation.
Let Mint Data transform your web data into a powerful engine for growth. Book a 30-minute discovery call to discuss your specific needs — no pitch, no slides.
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