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Build bulletproof, end-to-end data pipelines that collect, transform, enrich, and deliver clean data — automatically, on schedule, and at any scale. Stop doing it manually. Let your data work for you.
A data pipeline is the backbone of every data-driven business. It's an automated system that continuously collects raw data from multiple sources, transforms it into clean and structured formats, and delivers it exactly where you need it — your CRM, database, spreadsheet, or analytics tool.
At ExtractHelp, we design, build, and maintain custom data pipelines tailored to your business. Whether you need real-time data feeds, nightly batch processing, or event-triggered automations, we engineer the exact solution for your workflow — no generic tools, no compromise.
Websites, APIs, databases, Google Maps, LinkedIn
Staging layer — structured or unstructured data landed
Dedup, normalize, validate, type-cast, enrich
Push to CRM, Sheets, Email, Airtable, or API endpoint
Auto-retry on failure, Slack/email alerts, full logging
From initial data ingestion to final delivery, we handle every layer of your pipeline — with precision, speed, and full customization.
We build scrapers that run on your schedule — hourly, daily, or weekly — pulling data from any publicly accessible website and feeding it into your destination automatically.
Automated ExtractionConnect to third-party APIs (Salesforce, HubSpot, Google, Apollo, Hunter.io) and build automated ingestion pipelines that pull, merge, and sync data across your stack.
API ConnectorsRaw data is useless. We build transformation layers that deduplicate records, validate emails, normalize formats, fill missing fields, and output clean, analysis-ready data.
ETL ProcessingChoose between batch processing (scheduled nightly runs) or real-time event-driven pipelines. We configure the right trigger logic — cron jobs, webhooks, or API events.
Scheduling EngineDeliver processed data directly into HubSpot, Salesforce, Notion, Airtable, Google Sheets, PostgreSQL, or any custom destination with zero manual exports required.
Data LoadingEvery pipeline we build includes built-in logging, Slack or email alerts on failures, automatic retries, and a full audit trail so you always know your data is flowing correctly.
Reliability LayerWe follow a proven methodology to design, build, test, and launch your data pipeline — with complete transparency at every stage.
Tell us what data you need, where it lives, and where you want it delivered. We'll ask the right questions about volume, frequency, format, and destination systems to understand your exact pipeline spec.
Our engineers map out the complete pipeline architecture — source connectors, transformation logic, scheduling intervals, delivery endpoints, and error handling. You get a full scope document before we write a single line of code.
We write clean, production-grade Python scripts and automation flows. Every component is modular and documented — from the scraping layer to the data loader. We integrate with your existing tools and databases seamlessly.
Before launch, we run the pipeline in a test environment with real data. We validate output accuracy, test edge cases, confirm scheduling logic, verify delivery to your destination, and stress-test for volume and reliability.
Your pipeline goes live. We monitor the first few runs together, fine-tune any parameters, and hand over full documentation. Ongoing maintenance, updates, and priority support are available on retainer.
Real metrics from real pipelines we run for clients worldwide — every single day.
From ecommerce to real estate, our automated pipelines solve real problems across every major industry — at any scale.
Automatically pull competitor pricing from hundreds of product pages every hour. Get clean, formatted price data fed into your dashboard or spreadsheet — no manual checks, ever.
Scrape Zillow, Realtor, Rightmove, or any listing portal on autopilot. Receive daily property listings, price updates, and contact information directly in your CRM or database.
Build automated pipelines that continuously extract, verify, and deliver fresh B2B leads from LinkedIn, Apollo, directories, and more — straight into your sales CRM, daily.
Automate the collection of industry news, product launches, funding announcements, and competitor activity across thousands of web sources — aggregated and structured for your analysts.
Continuously extract job postings, candidate profiles, and company hiring signals from job boards and LinkedIn — giving your recruiters a live, always-fresh talent intelligence database.
Automate the enrichment of your CRM contacts — running scheduled lookups to verify emails, append phone numbers, add company data, and flag stale or duplicate records without lifting a finger.
We don't use cheap workarounds. Our pipelines are engineered with production-grade tools and frameworks trusted by enterprise data teams worldwide.
Core pipeline logic, scrapers, ETL scripts, and automation bots
Industrial-strength web scraping for structured data extraction
Headless browser automation for JavaScript-heavy dynamic sites
Workflow orchestration, scheduling, and DAG-based pipeline management
Relational and NoSQL storage layers for structured and raw data
Automated delivery and sync to Google Sheets and Drive in real time
No-code workflow connectors for CRM integrations and triggers
Cloud-hosted pipelines for 24/7 uptime, scaling, and remote execution
We're not a tool. We're a dedicated team of pipeline engineers who treat your data like it's our own business.
Most pipelines are scoped, built, and delivered within 72 hours. Complex enterprise setups get a dedicated timeline with weekly milestones.
Every pipeline is engineered from scratch for your exact use case. No generic tools, no cookie-cutter solutions — just precisely what you need.
All pipelines are built with data privacy in mind. We only collect publicly available information and follow GDPR, CCPA, and applicable local data laws.
You get a single point of contact for every project. Our team monitors pipelines, responds to issues instantly, and provides ongoing maintenance on request.
Choose the pipeline package that fits your business. All plans include full setup, testing, documentation, and delivery support.
Don't take our word for it — here's what businesses running on our pipelines have to say.
"ExtractHelp built us a pipeline that pulls 30,000 real estate listings from 5 portals every morning and drops them straight into our CRM. Completely changed how our agents work. Zero manual data entry."
"The automated competitor price monitoring pipeline ExtractHelp built saves our team 20+ hours a week. Pricing data from 8 competitors updated every hour. I didn't know automation could be this seamless."
"They built a B2B lead pipeline that pulls 500 fresh, verified contacts every day from LinkedIn and Apollo and injects them directly into our HubSpot. Our sales team hasn't touched a spreadsheet since."
"Our CRM enrichment pipeline runs every night and automatically verifies emails, fills missing phone numbers, and removes bounced contacts. Our email deliverability jumped from 71% to 96% in 30 days."
"ExtractHelp replaced our entire 3-person data entry team with a single automated pipeline. It runs every 6 hours, feeds our analytics dashboard with fresh product data, and hasn't missed a beat in 8 months."
"The pipeline they built for our healthcare directory scraping processes 200,000 doctor profiles across 15 portals monthly. Perfectly structured, zero duplicates, and delivered to our database automatically. Outstanding."
Everything you need to know before getting started with Data Pipeline Automation at ExtractHelp.
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