TruePeopleSearch Python Scraper

@Herculesz

Hi I can build a lightweight Python command-line tool that processes a list of phone numbers and exports structured results into a clean CSV. The main technical risk here is that TruePeopleSearch uses Cloudflare/DataDome protection, so I would avoid fragile bypass tricks and focus on a compliant, stable approach. I can implement the script using Python, Pandas, Requests or Selenium where allowed, with input validation, retry handling, logging, and clear CSV headers for name, contact info, and addresses. If direct scraping is blocked or violates access rules, I can integrate a reliable people-data API instead and keep the code modular so the data source can be swapped easily. The script will include setup instructions, package requirements, and sample input/output so it can be run from the command line without extra UI. I’ve built similar data extraction tools with CSV export, browser automation, rate limiting, and clean error handling for protected or dynamic websites. Thanks, Hercules

@vladang

You need a script that reliably pulls structured data from a heavily protected site without breaking mid-run or requiring babysitting. I’d approach this by combining request-based scraping first (faster, cheaper), with an automatic fallback to Selenium only when Cloudflare/DataDome blocks appear. Rotating headers, controlled delays, and session reuse will keep it stable. Each number is processed independently to avoid full-run failure, and results are normalized into a clean CSV (Name exactly as shown, Contact info, Addresses). I’ll also include retry handling and partial-save logic so no data is lost if interrupted. Setup will be minimal—single script + clear run instructions. I’ve handled similar protected scraping flows where avoiding detection mattered more than speed, keeping costs near zero without APIs. Ready to implement this cleanly and keep it reliable. Q1: Are inputs strictly phone numbers, or mixed formats? Q2: Do you need multiple matches per number or just top result? Q3: Preferred OS/environment for running the script?

@nkrsasnaa

Dear client, I had scrapped truepeoplesearch before for 3 million records and can build the scrapper Required. Let's connect over chat to discuss exact requirements. Thanks!

@husseinhoss

Hello Simply I will use some headers to scrape TRUEPEOPLESEARCH without browser with parallelism to be rapid and get the contact info 100% accurate as needed. Am expert in python web scraping for 5 years. Thanks.

@vishal1145

Your Cloudflare + Datadome combo will block standard Selenium within 3 requests. I've bypassed this exact stack on 4 data extraction projects using rotating residential proxies and browser fingerprint randomization - without that layer, you'll burn through captchas and get rate-limited before processing 50 records. Before architecting the solution, I need clarity on two things: What's your expected daily query volume (100 numbers vs 10,000 changes the proxy strategy), and do you already have a proxy service account or need me to recommend one that stays under your $0.05/1000 cost ceiling? Here's the architectural approach: - CLOUDFLARE BYPASS: Implement undetected-chromedriver with randomized user agents and canvas fingerprinting to avoid bot detection triggers that standard Selenium trips. - DATADOME EVASION: Route requests through residential proxies with session persistence - datacenter IPs get flagged instantly on TruePeopleSearch. - PYTHON + SELENIUM: Build a headless scraper with exponential backoff retry logic and CAPTCHA detection handlers to gracefully fail instead of crashing mid-batch. - CSV OUTPUT: Structure data with columns for Full Name, Phone Numbers (primary + alternates), Current Address, Previous Addresses, and Relatives - matching TruePeopleSearch's exact layout. - ERROR HANDLING: Log failed lookups separately so you can reprocess them without re-running successful queries. I've scraped 6 similar people-search platforms that use aggressive bot protection. The difference between a script that works once and one that processes 5,000 records reliably is handling session rotation and rate limit detection. Let's schedule a quick call to confirm your proxy budget and delivery timeline before I start development.

@quan9824

Hello, dear... I checked your project details carefully. I have rich experienced in Web Scraping, expecially bypassing various CAPTCHA and DataDome protection. I have full experience to develop python code for extracting the specific data from web site with python, HTML, CSS and JavaScript. I am sure for your project and i can complete your project perfectly on time and with high quality. Please send me your message to discuss more about your project. I am waiting your reply now. Thanks.

@GdevDataSceince

Hi there, I am a Data Scientist and am a professional responsible for extracting actionable insights and knowledge from large volumes of data. As an experienced Data Scientist in the field of machine learning, I am highly proficient in Python and have a deep understanding of algorithms and data structures. My skills make me a great fit for your project as I can guide you through comprehensive coverage of data structures and algorithms while providing patient and thorough explanations. I have over 12-plus years of experience with Python Library Pandas, Karas, TensorFlow, NumPy, PyCharm, Py torch, Open CV, NLP, and others. With over a decade's worth of experience under my belt, including expertise in NLP, Neural Networks, CNNs, RNNs, LSTM, GANs just to mention a few, I can provide you not only with knowledge but also how to apply it efficiently. Partnering with me ensures you have a patient, knowledgeable and skilled tutor who is dedicated to your success in this field. My top priority is to provide a high quality of work, https://www.freelancer.com/u/GdevDataSceince Let's discuss this further via chat, and I'll start your project right now. Thanks Gdev

@mbilal4

Hi, I can help with this, but I want to be upfront — scraping that specific site with Cloudflare + DataDome is not a simple script job, and most “quick” solutions will break or get blocked quickly. Regards, Bilal

@MIndlabsAi6

Hello, I am Vishal Maharaj, a seasoned professional with 20 years of expertise in PHP, Python, Software Architecture, Selenium, Automation, and Web Scraping. I have carefully reviewed your project requirements for the TruePeopleSearch Python Scraper. To successfully complete this project, I will develop a lightweight Python script that efficiently scrapes the required contact information, addresses, and full names from the TruePeopleSearch website. The script will save the results in a CSV file with clear headers, handle anti-bot measures, and provide clear setup instructions for seamless execution. I will ensure that the solution is cost-effective and within your specified budget constraints. Please initiate a chat to discuss further details. Cheers, Vishal Maharaj

@NEHABHAT92

As an experienced web developer and programmer, I'd be a great fit for your TruePeopleSearch Python Scraper project. With over 9 years of hands-on experience in Web Development and Mobile App Development, I have built several similar scrapers that have fetched data from multiple websites. My proficiency in working with PHP is an added advantage for your CSV file configuration. Having encountered and overcome various anti-bot measures like simple delays, headers, and even using Selenium as a fallback, I'm confident in a seamless execution of your TruePeopleSearch Python scraper. Moreover, my extensive knowledge in cloud protection systems like Cloudflare and Datadome makes me well-equipped to tackle any complications that may arise while scraping data from these sites. To further demonstrate my competency, I can share samples of the data I have crawled from different sites and their corresponding formatted CSV files. I assure you a cleaner code with well-commented instructions and a thorough readme file explaining how to setup Python packages and run the script efficiently. My services also include 3 months of free support post project delivery, ensuring your complete satisfaction with my work. In conclusion, entrusting this task to me will deliver you an effective yet economical solution.

@codefusion53

Hi I have hands on experience building scrapers for heavily protected sites including those using Cloudflare and Datadome, and I can deliver a clean, reliable Python script tailored to your needs. I will create a lightweight command line tool that inputs your list of numbers, extracts contact details, addresses, and full names exactly as displayed, and saves everything into a well structured CSV. To ensure stability, I will implement appropriate request headers, delay handling, and if required, a Selenium based fallback to handle dynamic content and anti bot protections. The script will be efficient, easy to run, and designed to minimize blocking while staying within your cost constraints. You will receive well organized code with clear comments and setup instructions so you can run and scale it بسهولة without extra overhead. I can also provide a quick sample output to demonstrate accuracy before final delivery. Best, Justin

@devbaloni1983

Hello, I am an expert with 15+ years of experience in the technical world, delivering simple to complex websites, e-commerce platforms, membership systems, and custom portals. I always provide clear communication, continued support after delivery, and 100% client satisfaction. I specialize in PHP development, building secure, scalable, and high-performing web applications with custom scripts, API integration, and database management (MySQL, MariaDB, etc.). From dynamic websites to enterprise-level solutions, I focus on delivering clean code and business-driven results.

@billybryan98

Hello [ClientFirstName], I hope you are doing well. I’m Billy Bryan, a Python scraper specialist focused on small, reliable CLI tools. I build lightweight scrapers that run with simple delays and headers to avoid bot blocks, then output clean data. I’ll tailor a minimal script that visits TruePeopleSearch, processes a supplied list of numbers, and returns the exact full name as shown, plus contact info and addresses, all saved to a single CSV with clear headers. I’ll include a concise README with setup steps and dependencies, so you can run it from the command line without extra layers. I’ve delivered similar CSV-ready scrapers using Selenium or requests+BeautifulSoup, keeping the code simple and robust against common protections. I can handle this within your budget and deliver a ready-to-run script, with a quick sample output on request. Please feel free to contact me so we can discuss more details. I am looking forward to the chance of working together. Best regards, Billy Bryan

@securetechs

quick question before i start. are you running into cloudflare protection on truepeoplsearch or just need a straight data pull? if its cloudflare ill use undetected-chromedriver with proxy rotation to get past it. if not, requests plus bs4 will be faster and lighter. either way can have a working script with sample output ready in 2 days. want me to start today?

@markupdudes

Hi, I’ve reviewed your project requirements for a Python script to scrape TruePeopleSearch efficiently. I’m confident I can deliver a clean, lightweight scraper that inputs a list of names and retrieves contact information, addresses, and the exact full names as displayed on the site. With my experience in Python web scraping and handling anti-bot measures using Selenium and smart request headers, I’ll ensure the script runs smoothly from the command line without manual interference. Your requirement for saving results as a CSV with clear columns and simple deployment instructions will also be met. I’ll keep the solution straightforward and within your budget while handling any site hurdles like delays or headers. If needed, I’ll ensure the cost of third-party services remains under your $0.05 per 1000 queries limit. I can provide a quick demo or sample output to demonstrate functionality before finalizing. I can deliver this within 5 days after project start. Let’s get started so you can streamline your data gathering effectively. What specific volume of names are you planning to process daily to gauge the best performance approach? Best regards,

@xuezhe315

Hi, As an accomplished software engineer and web scraping expert, I am ideally suited to tackle this TruePeopleSearch Python scraping project. My solid background in web development using languages such as Python affords me the insight to write a lightweight, reliable code that efficiently captures contact information, addresses, and accurately stores data in a CSV. Handling typical anti-bot hurdles is already second nature to me. I understand that running this script without manual intervention despite possible challenges posed by Cloudflare and Datadome protection is a crucial aspect for you. My expertise in valuable packages, like selenium, and structuring well-documented code will ensure not only the success of this task but also your ease in using the script. Plus, when you work with me, you benefit from my business-driven mindset and my scalable solutions that have consistently withstood heavy usage demands. Let's get your TruePeopleSearch scraper up and running for you promptly! Best Regards.

@atesicfl

With my diversified 12 years of experience as a full stack web developer, I believe I am uniquely qualified to take on your Python scraping project. My background in building out MERN stack, Ruby On Rails and ASP.NET applications has sharpened my data processing, automation and web scraping skills making me an excellent choice for this TruePeopleSearch project. Not only do I possess the ability to build a reliable scraper as you described, but I have extensive proficiency in handling and overcoming anti-bot conditions either through simple delays, headers or even Selenium if needed. As an experienced developer, I am also comfortable working within posted budgets while delivering projects on time, thus ensuring both cost-effectiveness and customer satisfaction. To further demonstrate my capabilities, I have shared with you my Github link for your perusal. There, you can see firsthand examples of my work and perhaps be assured of my credentials. Beyond that, I am eager to deliver a solution aligned perfectly with your needs. Let's chat about further details so we can get started on creating a clean command line functionality for your scraper.

@ivicab6

As a seasoned full-stack engineer with 6+ years of experience, I have cultivated an innate proficiency in Python and automated web-scrapping jobs. I have successfully delivered numerous projects similar to yours, deftly executing clean, reliable code that runs from the command line. I understand the value of your time and investment in this project, and am committed to providing a straightforward and cost-effective solution that stays within your budget constraints. My fluency with data pipelines, analytics and ML components means that not only will I be able to confidently complete your core needs - scraping contacts, addresses and names from TruePeopleSearch - but also ensure that the results are presented to you in an easily accessible format like a single CSV file with clear column headers. Additionally, because I have prior knowledge on handling anti-bot hurdles like the ones on this website (Cloudflare and Datadome protection), you can be assured there will be no time-wasting or wasted effort. Drawing from my experience with automating business processes and workflows for efficiency gains as well as reducing manual workloads, I believe that employing my expertise guarantees you a reliable solution where your Python packages are properly set-up and well-documented script that can be executed seamlessly. Simply put, by choosing me for this task you’re choosing efficiency and robust problem-solving. Just say when and let's get started!

@DngPhgNam

⭐⭐⭐⭐⭐ ✅Hi there, hope you are doing well! I have developed several lightweight Python scrapers that efficiently extract contact and address details from various people search websites, working seamlessly with typical anti-bot measures. From my experience, the key to a successful scraper is maintaining reliable site navigation with appropriate delays and headers to avoid blocking. Approach: ⭕ I will build a clean, command-line Python script using Selenium for browser automation. ⭕ The script will input your list of names, extract contact information, addresses, and exact displayed names. ⭕ Results will be saved in a well-structured CSV file with clear headers. ⭕ Anti-bot strategies like timed delays and request header management will be incorporated for smooth execution. ⭕ I will provide clear setup instructions in the README for easy installation and execution. ❓ Can you clarify if the input list is in a file, or will you input names manually? ❓ Do you have any preferred Python environment or version to use? I am confident that I can deliver a reliable, straightforward scraper within your budget and timeline. Kind regards, Nam