Stop Building Scrapers. Start Driving Growth.
Our enterprise-grade Data-as-a-Service platform delivers clean, structured web data on autopilot, freeing your expert data teams to focus on high-impact analysis, not tedious data acquisition.
Who We Work With
The Vicious Cycle of In-House Scraping
For data teams, the "build vs. buy" decision for data acquisition isn't just about cost—it's about escaping a cycle of technical debt and lost opportunity that stifles innovation.
Why In-House Data Extraction Fails
Attempting to build and maintain web scraping infrastructure internally pulls your most valuable engineers into a low-value, high-maintenance loop. This isn't a one-time build; it's a perpetual war against anti-bot measures, site changes, and scaling challenges.
Technical Costs
- Proxy & server management
- Fighting anti-bot & CAPTCHAs
- Constant scraper maintenance
- Data quality assurance overhead
Business Costs
- Engineer opportunity cost
- Data downtime & unreliability
- Slow time-to-market for projects
- Compliance & legal risks
What Smart Data Teams Focus On (And What They Don’t)
Smart data teams don’t waste their cycles firefighting scrapers. They focus on work that actually compounds—data quality, model performance, and business impact.
What They Do Focus On:
Data that feeds outcomes
Training ML models, running risk algorithms, or driving personalization engines.
Analytics speed and uptime
Pipelines that deliver fresh data fast, with reliability measured in SLAs, not hope.
Governance and trust
Schema enforcement, versioning, and QA, because data without trust is just noise.
Integration and delivery
Ensuring data lands where it’s supposed to, clean and on time—into their lakehouse or production APIs.
Compliance by default
Legal and ethical sourcing isn’t a checkbox—it’s a gatekeeper.
What They Don’t Waste Time On:
Maintaining fragile scripts that break every time a site layout changes.
Fighting anti-bot systems, CAPTCHAs, or IP blocks.
Parsing chaotic HTML into usable structure, again and again.
Manually validating datasets to fix broken fields or null values.
Debugging why last night’s job missed half the records.
The best teams have already made the shift: they treat data acquisition like infrastructure—automated, maintained, and dependable. That’s where PromptCloud fits in. Focus on the data. Not the plumbing.
DaaS in Action: Powering Data-Driven Decisions
Our platform empowers data teams across a wide range of industries and applications. Explore how they leverage our service to solve critical business challenges.
E-commerce
Gain a decisive market edge with real-time competitor price monitoring, product assortment tracking, and large-scale sentiment analysis from customer reviews.
Key Data Points:
SKU, Price, Stock Status, Seller Name, Reviews
Business Impact:
+15% margin improvement via dynamic pricing.
Common Integrations:
BI Dashboards, Pricing Engines
Finance & Fintech
Leverage DaaS for gathering alternative data for risk modeling, populating investment analysis platforms with real-time market data, and fueling price comparison engines.
Key Data Points:
Stock Prices, Company Filings, Interest Rates, Product Terms
Business Impact:
Enhanced alpha generation with unique datasets.
Common Integrations:
Risk Models, Investment Platforms
Travel & Hospitality
Access critical data for dynamic pricing algorithms, competitor airfare and hotel rate tracking, and flight schedule monitoring for logistical planning and brand reputation.
Key Data Points:
Flight Prices, Hotel Rates, Availability, Route Schedules
Business Impact:
Increased RevPAR through competitive rate analysis.
Common Integrations:
Revenue Management Systems
HR & Recruitment
Aggregate job postings from thousands of company career pages and job boards to power labor market analytics, competitive intelligence, and recruitment portals.
Key Data Points:
Job Title, Company, Location, Salary Range, Skills
Business Impact:
Reduced time-to-hire with comprehensive market data.
Common Integrations:
ATS, HR Analytics Platforms
Automotive
Track vehicle pricing, parts availability, and customer reviews across dealership and manufacturer websites to optimize sales strategies and monitor market sentiment.
Key Data Points:
VIN, Model, Price, Dealer Info, Customer Ratings
Business Impact:
Optimized inventory based on regional demand.
Common Integrations:
Inventory Systems, CRM
Healthcare
Aggregate data on clinical trials, medical practitioner directories, and healthcare costs from public sources to support research, compliance, and market analysis.
Key Data Points:
Trial ID, Doctor Specialty, Procedure Costs, Location
Business Impact:
Accelerated clinical trial recruitment.
Common Integrations:
Research Databases, Compliance Software
Legal & Compliance
Monitor regulatory changes, court filings, and corporate disclosures from government and legal portals to automate compliance checks and support legal research.
Key Data Points:
Case Numbers, Filing Dates, Regulation Text, Company Names
Business Impact:
Reduced compliance risk with automated monitoring.
Common Integrations:
Legal Tech Platforms, GRC Systems
Logistics & Supply Chain
Track shipment statuses, freight rates, and port activity from various carrier and logistics websites to optimize routing and enhance supply chain visibility.
Key Data Points:
Tracking Number, Carrier, Status, Port Delays, Rates
Business Impact:
Improved on-time delivery rates by 10%.
Common Integrations:
TMS, Supply Chain Analytics
Real Estate
Aggregate property listings, pricing data, and zoning regulations from multiple listing services (MLS) and municipal websites to power analytics and investment models.
Key Data Points:
Address, Price, Sq. Footage, Agent Info, Zoning Code
Business Impact:
Identified undervalued markets with predictive analytics.
Common Integrations:
Real Estate CRMs, GIS Systems
AI Training Data
Source high-quality, structured external data to train Large Language Models (LLMs) and power Retrieval-Augmented Generation (RAG) systems.
Key Data Points:
Articles, Product Descriptions, Q&A Pairs, Code Snippets
Business Impact:
Reduced model hallucinations by 40%.
Common Integrations:
Vector Databases, LLM Frameworks
Price Intelligence
Continuously monitor competitor pricing, promotions, and stock levels across any e-commerce or service website to enable dynamic pricing strategies.
Key Data Points:
SKU, Price, Discount, Stock Status, Shipping Time
Business Impact:
Enabled real-time competitive price adjustments.
Common Integrations:
Dynamic Pricing Engines, BI Tools
Market Research
Aggregate vast amounts of public data, from company filings to social media trends, to build a comprehensive, real-time view of your market landscape.
Key Data Points:
Company Revenue, Social Mentions, News Articles, Market Size
Business Impact:
Identified 3 new market segments.
Common Integrations:
Market Intelligence Platforms
Job Data Aggregation
Collect and structure job postings from thousands of sources to analyze hiring trends, understand talent supply and demand, and power recruitment platforms.
Key Data Points:
Job Title, Company, Location, Salary, Required Experience
Business Impact:
Powered a national job board with 1M+ listings.
Common Integrations:
HR Tech Platforms, Labor Market Analytics
Sentiment & Review Mining
Extract customer reviews, social media comments, and forum posts at scale to analyze public sentiment, identify product issues, and discover opportunities.
Key Data Points:
Review Text, Star Rating, Author, Date, Sentiment Score
Business Impact:
Identified key drivers of customer dissatisfaction.
Common Integrations:
Customer Experience Platforms
News & Events Tracking
Monitor thousands of news sites, press releases, and blogs for specific keywords or events, delivering structured data feeds for financial analysis and risk management.
Key Data Points:
Headline, Article Body, Publication Date, Keywords
Business Impact:
Provided early warnings for supply chain disruptions.
Common Integrations:
Risk Management Systems, Trading Algorithms
The PromptCloud Data Engine
We've engineered an enterprise-grade pipeline that combines sophisticated AI with human intelligence to deliver data you can trust.
Requirement Analysis
Our experts work with you to define data points, sources, and schema, ensuring the output perfectly matches your analytical needs.
Extraction Layer
AI-powered crawlers with advanced proxy and anti-bot rotation navigate complex sites at scale, ensuring resilient data collection.
Transformation & QA
Raw data is cleaned, structured, and validated through automated checks and a final human-in-the-loop QA process for unmatched accuracy.
Delivery & Integration
Receive analysis-ready data via API, S3, Webhooks, or other formats, delivered on your schedule for seamless integration into your data stack.
Customer Testimonials
Our clients’ success is the ultimate measure of our value. We are the data partner for innovators and enterprises worldwide.
Your service has been very useful to us, and almost completely trouble-free. Any time we've had an issue, you've fixed it almost immediately. I have no complaints whatsoever. Just keep up the good work! We are able to offer our users value-added features that significantly help them in making well-informed decisions.
Mark Brett
Regarding what I like most in PromptCloud, I would say it's the ability to source valuable information on a daily basis. This consistent access to up-to-date data is incredibly important to us. We are able to offer our users value-added features that significantly help them in making well-informed decisions.
Sarthak Joshi
Promptcloud has been a reliable and useful service for us to track product changes in major retailers. They're always easy to work with and have helped us to better understand competitors' promotional strategies and stay across new product trends in our category.
Jeremy Attinger
Working with Prompt Cloud we’ve been particularly impressed by how closely they’ve listened to our feedback, going the extra mile to sort out problems and amend processes to achieve 100% client satisfaction. They are always available when we need them and respond very quickly, immediately fixing any data discrepancies flagged to them.
Sarah
I appreciate the depth of partnership we have with Promptcloud, who take the time to understand our requirements and are able to adapt to changes to those when required. They consistently deliver good quality data for our needs.
Chief Operating Officer
What I value most: open lines of communication and swift response times, you are amazing. You’re super responsive and never leave us hanging on any issues. And that’s so important!
Head of Data & Delivery
I truly appreciate the exceptional support from the entire PromptCloud team. Your prompt responses to our requests and proactive approach in identifying and resolving potential issues have been invaluable. I admire the team's go-getter attitude when exploring new opportunities. I look forward to expanding our collaboration in the coming years.
Global Data Science Lead
PromptCloud is extremely attentive to Customer’s needs, responding quickly to inquiries & delivering quick turnaround times for new feature & product requests.
Manager of Engineering
1. Crawl reliability 2. Quick turn around time to fix / adjust the crawls when issues arise 3. No-frills reliable service at a very good price.
Advanced Analytics ALAC Strategy Team
It's been an amazing journey with PromptCloud over the last 1.5 years. The team's attention to detail and quick turnaround time in terms of addressing any new requirements or issues while still maintaining the quality is highly appreciated.
Pricing & Revenue Analytics
I have used PromptCloud for my business, and was very happy with the experience. PromptCloud’s customer support was excellent and they worked with me to ensure the data harvested was exactly what I needed.
Sara Young
Promptcloud has provided us with an excellent data quality for many years. They are our first web scraping solution when it comes to getting accessible data from the internet. I highly recommend them, they are indeed the best.
Neil Griffin
PromptCloud provides an excellent data quality service at highly competitive pricing. Their web scraping service quality allowed our engineers to concentrate on the projects closer to the core of the business.
Guy Champniss
Further Reading from Our Data Experts
Explore our latest insights on data acquisition, AI, and market intelligence.
Ready to Transform Your Data Strategy?
Take the next step. Our team is ready to help you scope your project and demonstrate the power of reliable, on-demand data.
