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Custom Python Scripts — ExtractHelp
Python Automation AI-Powered

CUSTOM
PYTHON
SCRIPTS.

We build powerful, production-grade Python scripts that automate your most tedious workflows — scraping, data processing, API integrations, scheduling, and more. You describe the task; we write the code.

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0
Scripts Delivered
0
% Clean Code
0
Hr Avg Delivery
extracthelp_scraper.py
# ExtractHelp Custom Python Script
import requests, pandas as pd
from bs4 import BeautifulSoup
from selenium import webdriver
 
def extract_leads(url, pages=50):
    leads = []
    for page in range(1, pages+1):
        resp = requests.get(f"{url}?page={page}")
        soup = BeautifulSoup(resp.text, 'html.parser')
        leads.extend(parse_page(soup))
    return pd.DataFrame(leads)
 
df = extract_leads("https://target-site.com")
df.to_csv("leads_output.csv", index=False)
# ✓ 12,450 leads extracted successfully
Script Delivered
12,450 records extracted
Python 3.12
Production Ready
LIBRARIES & TOOLS WE USE
BeautifulSoup Selenium Scrapy Pandas Playwright Requests SQLAlchemy Celery FastAPI

What We Build

Automation Code That
Actually Works

Our custom Python scripts are not templates. Every script is engineered from scratch to solve your specific business problem — whether it's scraping 500K records, automating daily email reports, or building a full data pipeline that runs 24/7 without human intervention.

  • Fully documented, readable, and commented code you own completely
  • Scripts tested end-to-end before delivery — no half-finished code
  • Error handling, retry logic, and proxy rotation built in
  • Scheduler-ready (cron, Windows Task Scheduler, GitHub Actions)
  • Output in CSV, JSON, Excel, Google Sheets, or any database
Get Your Script Built
500+Scripts
Web Scraping Scripts
Extract structured data from any site
Workflow Automation
Eliminate manual, repetitive tasks
Data Pipeline Scripts
ETL processes from source to database
API Integration Scripts
Connect any two platforms together
Email & Notification Bots
Auto-send reports, alerts & summaries

Use Cases

What Can A Custom Script Do For You?

Across industries and team sizes, our Python scripts handle real, high-impact tasks that save money and multiply output.

01 / USE CASE
Lead List Automation
Automatically scrape directories like LinkedIn, Apollo, or Yellow Pages to build verified lead lists — filtered by industry, location, and company size — delivered to your CRM daily.
02 / USE CASE
Competitor Price Monitoring
Run hourly price checks on competitor product pages. Send automatic alerts when prices drop or spike. Keep your pricing strategy sharp without manual effort.
03 / USE CASE
Real Estate Data Extraction
Pull listings from Zillow, Realtor.com, Rightmove, and regional portals. Capture price, bedrooms, location, agent contacts, and days on market — structured and ready to analyze.
04 / USE CASE
Invoice & Document Processing
Extract data from PDFs, invoices, and scanned documents using PyPDF2 or OCR. Auto-fill spreadsheets or push to your ERP system without manual copy-pasting.
05 / USE CASE
Market & Trend Research
Monitor news, Reddit, Twitter, and industry forums for keywords or brand mentions. Summarize insights into a daily digest delivered to your inbox automatically.
06 / USE CASE
CRM Sync & Enrichment
Connect your CRM to data sources using Python. Auto-fill missing phone numbers, emails, LinkedIn URLs, and company data. Keep your CRM up-to-date around the clock.

Our Process

From Brief to Deployed Script

A clean, transparent process so you always know where your project stands.

1
Share Requirements
Tell us the website or task, desired output format, volume, and any special requirements.
2
Feasibility Review
We analyze the source, identify blockers, and confirm scope within a few hours.
3
Script Development
Our Python engineers write clean, tested, production-ready code with full error handling.
4
QA & Testing
We run the script against live data, verify output accuracy, and refine edge cases.
5
Delivery & Support
You receive the script + full documentation + 30-day support for bugs or tweaks.

Script Categories

Every Type of Script We Build

From one-off data extractors to complex, scheduled automation pipelines — we handle it all.

Web Scraping Scripts
Extract structured data from any publicly accessible website — product listings, business directories, social media profiles, job boards, and more. We handle JavaScript-heavy sites and bot protection.
BeautifulSoupSeleniumScrapyPlaywright
Browser Automation Scripts
Automate browser interactions — form fills, login flows, click sequences, and screenshot captures. Perfect for testing, data entry automation, and web-based workflows.
SeleniumPlaywrightPyppeteer
API Integration Scripts
Connect any two APIs or platforms. Sync data between CRMs, marketing tools, databases, and analytics platforms. We handle OAuth, rate limiting, and pagination automatically.
RequestshttpxRESTGraphQL
Data Pipeline Scripts
ETL pipelines that extract data from multiple sources, transform and clean it, then load into your database or warehouse. Runs on schedule, delivers fresh data automatically.
PandasSQLAlchemyCeleryAirflow
Email & Notification Bots
Auto-send daily reports, price alerts, lead digests, and status updates. Integrates with Gmail, Outlook, Mailgun, SendGrid, and Slack with fully customized templates.
smtplibSendGridSlack API
Excel & Spreadsheet Scripts
Automate complex Excel or Google Sheets operations — merge files, generate pivot tables, clean and format data, and push results to dashboards. No more manual spreadsheet work.
openpyxlgspreadxlrd

Why ExtractHelp

Code That Works.
Support That Lasts.

We are not a freelancer marketplace or a code generator. Every script is hand-built by a senior Python engineer who understands your business goal — not just your code requirement.

100% Tested Before Delivery
We run every script against real data and verify output matches your requirements exactly before sending.
Full Documentation Included
Every script comes with inline comments, a README, and setup instructions so anyone on your team can run it.
Built to Scale
From 1,000 to 10 million records — our scripts use async, threading, and pagination to handle any volume.
30-Day Free Support
If anything breaks, changes, or needs a small tweak within 30 days of delivery, we fix it at no extra cost.
You Own the Code 100%
No licensing, no subscriptions, no lock-in. The code is yours — take it, modify it, and deploy it however you want.
Script Performance Metrics
0
Scripts Delivered
0
% Client Satisfaction
0
Days Free Support
0
Hr Avg Turnaround
Code Quality97%
On-Time Delivery99%
Client Satisfaction98%
Script Success Rate100%

Our Tech Stack

Tools & Libraries We Master

We use the best Python ecosystem tools for every job — no bloated frameworks, no unnecessary dependencies.

Python 3.12
Core language
Scrapy
High-speed crawling
Selenium
Browser automation
Playwright
Headless automation
Pandas
Data transformation
SQLAlchemy
Database ORM
Celery
Task scheduling
FastAPI
API delivery layer

What You Get

Everything Included In Every Order

No extras. No upcharges. Every delivery is complete and production-ready from day one.

Python Source File
Clean .py file with all logic, imports, and configuration clearly organized.
README Documentation
Step-by-step setup guide, dependencies list, and usage instructions for non-developers.
Requirements.txt
All dependencies pinned to exact versions for reproducible environments.
30-Day Support
Free bug fixes, tweaks, and clarification calls for 30 days post-delivery.

Transparent Pricing

Simple Scripts. Clear Prices.

No hidden fees, no scope creep. Choose the tier that fits your project and we'll get started immediately.

STARTER
Basic Script
$99
per script / one-time
  • Single-purpose script
  • Up to 10,000 records
  • 1 data source
  • CSV / Excel output
  • README included
  • 48-hour delivery
  • 14-day support
Get Started
Most Popular
PROFESSIONAL
Advanced Script
$249
per script / one-time
  • Multi-feature script
  • Up to 100,000 records
  • Up to 3 data sources
  • CSV / JSON / Excel / DB
  • Proxy & retry logic included
  • Scheduler-ready
  • 24-hour delivery
  • 30-day support
Get Started
ENTERPRISE
Custom Pipeline
Custom
quote-based / ongoing
  • Full automation pipeline
  • Unlimited records & sources
  • API + CRM integration
  • Scheduled daily/weekly runs
  • Dedicated project manager
  • Priority same-day delivery
  • Ongoing maintenance plan
Get a Quote

Client Reviews

What Clients Say About Our Scripts

Real feedback from businesses who hired us to build their Python automation.

★★★★★
"The Python script ExtractHelp built runs every 6 hours and feeds our analytics dashboard with fresh product data. It saved us $4,000/month in manual labor — delivered in under 24 hours."
NS
Nina Schneider
CTO, DataPulse GmbH
★★★★★
"We needed a scraper for 15 real estate portals. ExtractHelp built a single unified script that handles all 15, runs nightly, and pushes data straight to our Google Sheet. Incredible work."
SR
Sarah Rahman
Operations Director, PropFinder
★★★★★
"The automation script they wrote replaced 3 full-time data entry staff. It reads PDFs, extracts invoice data, and loads into our ERP. ROI in the first week. ExtractHelp is exceptional."
AK
Ahmed Khan
Head of Growth, NovaMart
★★★★★
"Hired them to build a LinkedIn lead scraper. They delivered a Playwright-based script in 18 hours with proxy rotation, error handling, and CSV export. Absolutely professional output."
MR
Marco Rossi
Sales Director, TechForge Ltd
★★★★★
"Their API integration script connects our HubSpot CRM to 4 different data providers. It runs every morning and enriches 500 contacts automatically. Game-changer for our sales ops team."
JM
James Mitchell
CEO, GrowthStack Agency
★★★★★
"The price monitoring bot they built checks 8 competitor sites every hour and Slacks me alerts. I can now reprice faster than anyone in my market. Worth every single dollar."
DW
David Williams
Founder, LocalReach Marketing

FAQ

Frequently Asked Questions

Everything you need to know before hiring us for a Python script project.

Can you build a script for any website, even JavaScript-heavy ones?
Yes. We use Selenium and Playwright to handle JavaScript-rendered content, SPAs, infinite scroll, and dynamic loading. We also handle sites with bot protection using stealth techniques and residential proxies where needed.
Do I need to know Python to use the script you deliver?
No. Every script comes with a step-by-step README that even non-developers can follow. You just install Python, run one command, and the script does the rest. We also offer a setup call if needed.
How long does it take to get a custom script?
Most standard scripts are delivered within 24–48 hours. Complex pipelines with multiple integrations or large-scale systems may take 3–5 days. We always confirm the timeline before you pay.
Can the script run automatically on a schedule?
Yes. We can configure your script to run on a schedule using cron (Linux/Mac), Windows Task Scheduler, or GitHub Actions. We can also help deploy it on a VPS or cloud server so it runs without your computer being on.
Is web scraping legal?
Scraping publicly available data is generally legal in most jurisdictions. We follow robots.txt rules, avoid scraping behind login walls or private data without authorization, and comply with applicable data regulations including GDPR.
What if the website changes and the script breaks?
All scripts come with 30 days of free support. If the target site changes its structure within that period, we fix the script at no cost. After 30 days, a maintenance fee applies for updates.
What output formats can the script deliver?
We deliver in CSV, Excel (XLSX), JSON, SQLite, or push directly to Google Sheets, PostgreSQL, MySQL, Airtable, or any REST API endpoint. Just tell us your preferred destination and we'll handle the output pipeline.

Related Services

Explore More ExtractHelp Services

Custom Python scripts are just one tool in our data arsenal. Explore our full range of automation and data services.

Web Scraping
Large-scale data extraction from complex websites into clean, structured formats.
Explore
Workflow Automation
End-to-end business process automation connecting your tools and removing bottlenecks.
Explore
Web Browser Automation
Selenium and Playwright-based automation for form filling, login flows, and UI testing.
Explore
API Integration & Automation
Connect any platforms via REST or GraphQL APIs with full data sync and error handling.
Explore
Data Pipeline Automation
Scheduled ETL pipelines from any source into your warehouse, CRM, or dashboard.
Explore
Data Enrichment
Clean and enrich your CRM records with missing emails, phones, and company data.
Explore
Python Automation Experts

READY TO
AUTOMATE
EVERYTHING?

Tell us what you need automated. We'll build the script, test it, document it, and deliver it — usually within 24 hours.

Book Free Consultation View Sample Scripts
100% Code Ownership
24-Hour Delivery
30-Day Free Support
98% Client Satisfaction