Harness Hir Infotech’s 13+ years of expertise, 2,745+ happy clients, and global reach across the USA, Europe, and Australia to extract, analyze, and leverage high-value automobile data at scale. Our AI-powered scraping solutions deliver real-time pricing, inventory, market trends, and competitive intelligence—trusted by Fortune-level enterprises for compliant, reliable, and ultra-fast insights.
1.2M+
Auto Listings Scraped Monthly
350K+
Vehicle Data Points Extracted Daily
5,000+
Auto Dealerships Monitored
120+
Live Automotive Scraping Projects
99.4%
Vehicle Information Precision
Automobile data scraping empowers B2B decision-makers to optimize pricing strategies, streamline supply-chain forecasting, and uncover untapped market segments. With our AI-driven platform, mid-market and enterprise companies in the USA, Europe, and Australia gain timely, compliant insights to outpace competitors.
Our scalable architecture ingests millions of listings daily via AI-powered crawlers for actionable insights.
Leveraging computer vision and adaptive proxy rotation, we bypass bot-blocks and extract complex data structures from dealer portals and OEM sites.
Flexible RESTful APIs and intuitive dashboards deliver JSON, CSV, or BI-ready exports in under two hours.
Custom NLP pipelines standardize vehicle specifications—engine type, trim, options—across global sources with 99.7% accuracy.
Built-in geo-fencing and consent management ensure GDPR, CCPA, and ePrivacy compliance for European, US, and Australian markets.
Our advanced data pipelines rapidly ingest and process millions of automobile listings, dealer pages, and market sources daily—delivering curated, ready-to-use datasets in under two hours. B2B organizations gain instant access to actionable insights, eliminating manual lag and enabling agile decision-making across vehicle pricing, inventory forecasting, and competitive benchmarking.
Hir Infotech’s geographically specialized modules are meticulously tailored for the USA, UK, Germany, France, Italy, Spain, Denmark, Netherlands, Iceland, Austria, Sweden, Switzerland, and Australia. Our platform is optimized for localized compliance, language, and market nuances, ensuring enterprises receive precise market intelligence and regulatory-aligned data for each region—empowering data-driven leadership across global automotive landscapes.
Client Background: Pan-European online classifieds platform.
Challenge: Inconsistent data formats across 10+ country sites.
Solution: Deployed custom parsers normalizing 200+ vehicle attributes across France, Germany, Italy, Spain, and the UK.
Results: 40% reduction in manual data cleansing, accelerated platform launch by six weeks.
Testimonial: “Their AI-parsers handled every regional nuance flawlessly—launch was seamless.”
Client Background: National fleet management firm.
Challenge: Inaccurate depreciation forecasts due to stale auction data.
Solution: Real-time scraping of Manheim and GraysOnline auction sites combined with historical sales data.
Results: 12% reduction in residual value variance, improved remarketing ROI by 8%.
Testimonial: “Remarketing margins have never looked better—Hir’s data is rock-solid.”
Client Background: Leading UK insurance provider serving 2+ million vehicle policies.
Challenge: Manual risk assessment relied on outdated vehicle data leading to inaccurate premium calculations and increased claims exposure.
Solution: Deployed Hir Infotech’s comprehensive scraping solution to extract real-time vehicle specifications, safety ratings, theft statistics, and market values from DVLA records, automotive databases, and classification sites across the UK.
Results: 25% improvement in risk prediction accuracy, 18% reduction in fraudulent claims, and 12% increase in underwriting efficiency. Premium pricing became 30% more competitive while maintaining profit margins.
Testimonial: “Hir Infotech’s data intelligence transformed our underwriting—we’re now setting premiums with surgical precision rather than broad estimates.”
Client Background: German automotive consultancy specializing in EV market intelligence for OEMs.
Challenge: Fragmented EV data across multiple German portals made it impossible to track charging infrastructure growth, model adoption rates, and regional preferences effectively.
Solution: Implemented multi-source scraping covering Mobile.de, Autoscout24, government databases, and charging network sites to create unified EV market dashboards with real-time updates.
Results: Delivered comprehensive EV market reports 60% faster, identified emerging trends 3 months earlier than competitors, enabled clients to capture €15M+ in additional EV segment revenue.
Testimonial: “The depth and speed of EV market insights from Hir Infotech gave our clients a decisive advantage in Germany’s rapidly evolving electric vehicle landscape.”
Client Background: Scandinavian logistics company operating 500+ autonomous delivery vehicles across Sweden and Denmark.
Challenge: Lacked real-time performance benchmarking against conventional fleets and struggled to optimize routes based on traffic patterns and vehicle utilization data.
Solution: Deployed Hir Infotech’s AI-powered scraping to aggregate traffic data, delivery performance metrics, fuel efficiency comparisons, and maintenance schedules from Swedish transport authorities and fleet management platforms.
Results: 22% improvement in delivery efficiency, 15% reduction in operational costs, and 95% uptime achievement. Autonomous fleet performance now exceeds conventional fleet metrics by 18%.
Testimonial: “Hir Infotech’s data feeds became the nervous system of our autonomous operations—every route optimization and performance improvement stems from their insights.”
Client Background: Premium Swiss automotive dealership network specializing in luxury vehicles (Ferrari, Lamborghini, McLaren).
Challenge: High-end vehicle pricing required precise market positioning, but luxury car data was scattered across exclusive dealer networks and private sales platforms with limited visibility.
Solution: Developed custom scrapers for luxury automotive platforms, auction houses, and private dealer networks across Switzerland, Austria, and southern Germany, focusing on rare vehicle specifications, historical sales data, and collector market trends.
Results: Achieved 95% accuracy in luxury vehicle valuations, reduced inventory holding time by 35%, and increased average transaction value by €28,000 per vehicle through precision pricing strategies.
Testimonial: “In the luxury automotive space, every pricing decision is critical—Hir Infotech’s market intelligence ensures we never leave money on the table while staying competitive.”
Client Background: Leading US automaker with 20+ model lines.
Challenge: Manual price monitoring across dealer networks led to delayed pricing decisions.
Solution: Implemented Hir Infotech’s AI crawler to extract daily MSRPs, incentives, and dealer discounts.
Results: 15% faster pricing updates, 3% uplift in gross margins, and 98% data accuracy.
Client Testimonial: “Hir Infotech’s scraping slashed our pricing cycle from days to hours—game-changer!”
Client Background:Pan-European online classifieds platform.
Challenge: Inconsistent data formats across 10+ country sites.
Solution: Deployed custom parsers normalizing 200+ vehicle attributes across France, Germany, Italy, Spain, and the UK.
Results: 40% reduction in manual data cleansing, accelerated platform launch by six weeks.
Client Testimonial: “Their AI-parsers handled every regional nuance flawlessly—launch was seamless.”
Client Background: National fleet management firm.
Challenge: Inaccurate depreciation forecasts due to stale auction data.
Solution:Real-time scraping of Manheim and GraysOnline auction sites combined with historical sales data.
Results: 12% reduction in residual value variance, improved remarketing ROI by 8%.
Client Testimonial:“Remarketing margins have never looked better—Hir’s data is rock-solid.”
Client Background: Leading UK insurance provider serving 2+ million vehicle policies.
Challenge: Manual risk assessment relied on outdated vehicle data leading to inaccurate premium calculations and increased claims exposure.
Solution: Deployed Hir Infotech’s comprehensive scraping solution to extract real-time vehicle specifications, safety ratings, theft statistics, and market values from DVLA records, automotive databases, and classification sites across the UK.
Results: 25% improvement in risk prediction accuracy, 18% reduction in fraudulent claims, and 12% increase in underwriting efficiency. Premium pricing became 30% more competitive while maintaining profit margins.
Client Testimonial: “Hir Infotech’s data intelligence transformed our underwriting—we’re now setting premiums with surgical precision rather than broad estimates.”
Client Background: German automotive consultancy specializing in EV market intelligence for OEMs.
Challenge: Fragmented EV data across multiple German portals made it impossible to track charging infrastructure growth, model adoption rates, and regional preferences effectively.
Solution: Implemented multi-source scraping covering Mobile.de, Autoscout24, government databases, and charging network sites to create unified EV market dashboards with real-time updates.
Results:Delivered comprehensive EV market reports 60% faster, identified emerging trends 3 months earlier than competitors, enabled clients to capture €15M+ in additional EV segment revenue.
Client Testimonial: “The depth and speed of EV market insights from Hir Infotech gave our clients a decisive advantage in Germany’s rapidly evolving electric vehicle landscape.”
Client Background: Scandinavian logistics company operating 500+ autonomous delivery vehicles across Sweden and Denmark.
Challenge: Lacked real-time performance benchmarking against conventional fleets and struggled to optimize routes based on traffic patterns and vehicle utilization data.
Solution: Deployed Hir Infotech’s AI-powered scraping to aggregate traffic data, delivery performance metrics, fuel efficiency comparisons, and maintenance schedules from Swedish transport authorities and fleet management platforms.
Results: 22% improvement in delivery efficiency, 15% reduction in operational costs, and 95% uptime achievement. Autonomous fleet performance now exceeds conventional fleet metrics by 18%.
Client Testimonial: “Hir Infotech’s data feeds became the nervous system of our autonomous operations—every route optimization and performance improvement stems from their insights.”
Client Background:Premium Swiss automotive dealership network specializing in luxury vehicles (Ferrari, Lamborghini, McLaren).
Challenge: High-end vehicle pricing required precise market positioning, but luxury car data was scattered across exclusive dealer networks and private sales platforms with limited visibility.
Solution: Developed custom scrapers for luxury automotive platforms, auction houses, and private dealer networks across Switzerland, Austria, and southern Germany, focusing on rare vehicle specifications, historical sales data, and collector market trends.
Results: Achieved 95% accuracy in luxury vehicle valuations, reduced inventory holding time by 35%, and increased average transaction value by €28,000 per vehicle through precision pricing strategies.
Client Testimonial:“In the luxury automotive space, every pricing decision is critical—Hir Infotech’s market intelligence ensures we never leave money on the table while staying competitive.”
Rely on Hir Infotech for 95%+ accurate data, meticulously verified to fuel your B2B success. Our global scraping solutions deliver trusted insights for confident decision-making worldwide.
With 12+ years of expertise, Hir Infotech has served 2745+ clients globally. Our proven scraping solutions drive B2B success across the USA, Europe, and Australia.
Rely on Hir Infotech for 95%+ accurate data, meticulously verified to fuel your B2B success. Our global scraping solutions deliver trusted insights for confident decision-making worldwide.
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Experience 13+ years of AI-driven expertise, 2,745+ happy clients, and compliant, scalable solutions in the USA, Europe, and Australia. Request your free sample to see high-fidelity automobile data in action.
Request a free sample to validate coverage, fidelity, and integration capabilities.
A one-time fee is charged for a specific project, regardless of volume or duration, based on scope and complexity.
Billed based on the time spent developing, running, or maintaining the scraper, often used for custom or consulting-heavy projects.
Charged based on actual usage, such as per request, per GB of bandwidth, or per page scraped, with no fixed commitment.
pay a recurring fee (monthly or annually) for access to scraping services, often tiered based on usage limits like the number of requests, pages scraped, or data points extracted.
Understanding Your Goals
We begin by collaborating with you to define your data needs—be it for a one-time project, recurring insights, or custom solutions. Whether you opt for Pay-As-You-Go flexibility, a Project-Based Flat Fee, Hourly expertise, or a Subscription plan, we align our approach to your objectives.
Target Identification & Planning
Our team identifies the websites and data sources critical to your project. We analyze site structures, assess complexity (e.g., static vs. dynamic content), and plan the most efficient scraping strategy, ensuring compliance with public data access norms.
Advanced Data Extraction
Using cutting-edge tools and custom-built scrapers, we extract data at scale. We tackle challenges like JavaScript-rendered pages or anti-scraping measures with techniques such as:
Data Processing & Quality Control
Raw data is parsed, cleaned, and structured into formats like CSV, JSON, or Excel. We remove duplicates, correct errors, and validate accuracy to ensure you receive reliable, ready-to-use datasets.
Delivery Tailored to You
Depending on your pricing model, we deliver results how and when you need them:
Ongoing Support & Optimization
We monitor site changes, adapt scrapers as needed, and provide support to keep your data flowing seamlessly. Subscription clients enjoy continuous updates, while Hourly clients benefit from hands-on refinements.
We cover 25+ countries including the USA, UK, Germany, France, Italy, Spain, Denmark, Netherlands, Iceland, Austria, Sweden, Switzerland, and Australia, with geo-fenced crawlers to ensure local compliance and coverage.
Our compliance engine enforces regional consent, IP geolocation, and data retention policies aligned with GDPR, CCPA, and ePrivacy, with quarterly third-party audits to validate best practices.
Yes. We support JSON/CSV exports, RESTful APIs, and direct connectors for Snowflake, Azure Synapse, Power BI, Tableau, and custom ETL pipelines.
Over 200 vehicle-specific attributes—VIN, trim, mileage, engine specs, pricing, incentives, auction condition, history records, dealer ratings, and more.
Standard data jobs complete in under two hours, with real-time feeds and webhooks available for mission-critical applications.
Yes. Our archives store up to five years of historical listings and auction results for trend analysis and model training.
Automotive OEMs, marketplaces, insurance, fleet management, finance, dealerships, and remarketing firms across B2B mid-market to enterprise.
Multi-stage validation—schema checks, NLP standardization, duplicate detection, and manual QA for complex formats—ensures 99.7% accuracy.
