Facebook Marketplace Scraper in Python

@GameOfWords

Facebook Marketplace Scraper in Python I’m a full-stack software engineer with expertise in React, Node.js, Python, and cloud architectures, delivering scalable web and mobile applications that are secure, performant, and visually refined. I also specialize in AI integrations, chatbots, and workflow automations using OpenAI, LangChain, Pinecone, n8n, and Zapier, helping businesses build intelligent, future-ready solutions. I focus on creating clean, maintainable code that bridges backend logic with elegant frontend experiences. I’d love to help bring your project to life with a solution that works beautifully and thinks smartly. To review my samples and achievements, please visit:https://www.freelancer.com/u/GameOfWords Let’s bring your vision to life—connect with me today, and I’ll deliver a solution that works flawlessly and exceeds expectations.

@technologybeach

With over a decade of experience as a Full Stack Developer and Software Engineer, I'm confident in my ability to deliver the Facebook Marketplace scraper solution you need. As far as my approach goes, I always prioritize clean and well-structured code that ensures future maintainability and scalability. You can trust that the final output will be exactly as required: a TXT or CSV file containing all product URLs for the given seller. Lastly, my proficiency with Agile/Scrum development means that I can keep you updated with regular milestones, ensuring effective project planning and communication. With me on board, rest assured that your project will be completed in a timely manner without compromising on quality. Let’s connect and transform your idea into reality!

@muneeb6767

I can build a clean Python Playwright script that opens the seller page, handles infinite scroll, and extracts only that seller’s product URLs into a TXT/CSV (one link per line). I’ve worked with dynamic Marketplace-style pages before and will keep the code simple, structured, and easy to rerun (manual login supported if needed). Delivery: 1–2 days

@ayesha86664

Hi there! I understand you need a simple and focused Facebook Marketplace scraper that only extracts seller product links. Dynamic loading and infinite scroll can make this task tricky and unstable if not handled properly. I have solid experience working with Python scraping projects using Selenium for dynamic websites. I have handled infinite scrolling, session-based login, and clean data extraction from complex DOM structures. I focus on writing well-structured and reusable scripts that are easy to run and maintain. My approach will be clean and precise. First, I will set up Selenium with manual login support so your session remains safe. Then I will implement proper infinite scrolling logic to ensure all seller listings are fully loaded. After that, I will extract only the product URLs belonging to that seller and ignore all other data. Finally, I will export the links into a TXT or CSV file with one link per line, clean and ready to use. check our work https://www.freelancer.com/u/ayesha86664 Do you prefer Selenium or would you like me to use Playwright for this script? Let me know if you’re interested & we can discuss it. Best Regards Ayesha

@yuanzhi5

Building a focused scraper for Facebook Marketplace requires a careful approach to handle its dynamic content and avoid request blocks. A simple script can quickly become unreliable without proper session management and request pacing, which is a common technical hurdle I've solved before. My implementation plan for your scraper would use robust libraries like `requests` and `BeautifulSoup` or `playwright` for JavaScript-heavy pages, ensuring we extract the specific data points you need. Based on the described scope for a focused script, I can deliver a clean, well-documented Python solution within your budget of 30.0 USD, which covers the core development and initial testing for reliable data retrieval. To tailor the solution precisely, what is the primary type of data you need to extract from the listings—is it pricing, seller information, item descriptions, or a combination of these fields?

@jonhw5

Hello, thanks for posting this project.\n\nI am confident in my ability to design and develop robust Gaming APIs with complex business logic using PHP Laravel.\n\nI have over 5 years of experience in Laravel development and a deep understanding of MySQL for optimized performance.\n\nI am excited about the opportunity to tackle the challenges of this gaming API project.\n\nHow soon are you looking to get started on this project? What is your preferred login approach (manual vs. automated) and any rate-limiting considerations for large-scale scraping?\n\nLooking forward to hearing from you.\nBest regards,\n

@Hemantt841

You’re looking to build a Python scraper that extracts only product links from a single Facebook Marketplace seller page, handling infinite scrolling and outputting a clean list in TXT or CSV format. You want the script to ignore all other data and support manual login if needed. I understand the focus is strictly on product URLs with no additional filtering or data capture. With over 15 years of experience and more than 200 projects completed, I specialize in API integration and web scraping using Python. My background includes working extensively with dynamic websites and automating data extraction workflows using Selenium and Playwright, ensuring clean, maintainable code that meets your exact specifications. For this project, I plan to use Selenium to navigate the seller page, implement scrolling to load all products, and extract only the product URLs as requested. The script will output a straightforward text or CSV file with each link on a new line. I can deliver a tested, well-documented solution within three to four days, depending on your feedback and manual login details. Feel free to reach out so we can discuss your needs in more detail and get started.

@danielboggs

Hello, I’ve read your Facebook Marketplace scraper brief and can build a focused Python script that opens a single seller page, scrolls until all listings load, and writes each product URL on its own line to a TXT or CSV file. I’ll use Playwright for reliable handling of dynamic loading and modern selectors, with an option to switch to Selenium if you prefer. I’ll design a small, well-structured script that accepts the seller URL, supports manual login (if needed), performs controlled infinite scrolling, filters links to that seller only, and outputs clean line-separated links. I deliver clear, runnable code with brief usage notes and a simple CLI. Next step: I can start by confirming the seller page URL format you’ll use and provide a short demo script for review. Do you prefer Playwright or Selenium, and can you confirm whether you will perform manual login before running the script or want the script to automate login? Best regards, Daniel

@mateos61

Hey Mate , Good evening! I am professional mobile developer with skills including Automotive, API Integration, Web Development and Cloud Development. Please send a message to discuss more regarding this project. If you have any questions, please let us know

@sadam61

Hi, I've read your project details about creating a focused scraper for Facebook Marketplace, and I'm confident that I can deliver exactly what you need. With over 9 years of experience in Python development and a strong background in web scraping, I've successfully built similar automation scripts that specialize in extracting specific information from dynamic websites. My approach will involve using Selenium for its robust handling of infinite scrolling, ensuring all product links are captured without additional data like names or prices. I will ensure that the output is cleanly formatted, generating a TXT or CSV file with each product link on a separate line. I can start the project immediately and deliver it within 5 days. I look forward to discussing any specific requirements you may have and ensuring the solution meets your expectations.

@nickh69

Hello, With over 13 years of experience in web development and a strong concentration on Python, I am confident that I can handle your project to develop a scraper script for Facebook Marketplace effectively. My familiarity with both Selenium and Playwright assures skilled management of dynamic websites. Moreover, having worked on projects used by millions, I understand the importance of clean, well-structured codes and effective scraping process. Scraping Facebook Marketplace involves tedious work with ever-scrolling pages but don't worry. With my knowledge of handle infinite scrolling, I'll ensure that all products are loaded and their URLs are correctly extracted and saved onto your desired file format. My previous work showcases an effective and efficient approach to data extraction-focused projects similar to yours that produce reliable results - exactly what you need: pure product URLs without any irrelevant data. Your project of extracting all product links from a seller page falls exactly within my skillset and experience. Let's capitalize on my proven record for delivering on-time, quality projects to build an outstanding solution together. Choose team usatechsoft for impeccable results to ensure increased productivity while saving cost! Let's discuss further about your vision so we can layout a plan to put it into reality and deliver an amazing project that precisely meets your requirements. Thanks!

@donaldh74

Hi, there After reviewing Facebook Marketplace Scraper in Python and the requirements outlined in I am looking for a Python developer to create a simple and focused scraper script for Facebook Marketplace, I’m confident this is the kind of system I build regularly in production environments. With hands-on experience in Cloud Development, API Integration, Web Development and Automotive, I focus on delivering practical, maintainable, and scalable solutions — not quick demo implementations. My approach prioritizes clean architecture, clear API design, predictable behavior, and long-term operational stability. I prefer delivering an early working milestone so you can validate real functionality before we move into refinement and expansion. This keeps development transparent, efficient, and aligned with your goals. If helpful, I can outline a structured milestone plan and technical approach tailored specifically to your project.

@rodneyw23

Hello, With over 11 years of experience in web development, particularly in Python, I am confident in my ability to create a targeted and efficient Facebook Marketplace scraper script for you. As a Shopify/Wordpress expert, I understand the importance of clean and structured code, which will be reflected in my approach to this project. My expertise in Python and intimate familiarity with dynamic websites makes me the ideal candidate for this project. Whether using Selenium or Playwright, rest assured that I will leverage my knowledge and skills in these frameworks to handle infinite scrolling effectively and ensure all product links are scraped accurately. Moreover, I have had considerable experience with different scraping projects including Facebook Marketplace, which adds an extra layer of proficiency to my work. My dedication to providing fast turnarounds paired with transparent communication ensures that your project is completed on time and meets your specific requirements. Hire me now to exceed your expectations! Thanks!

@olgierdk6

Hello, Drawing from my experience as a Full Stack Developer, I have all the Python and web scraping expertise you need for this project. My previous projects include creating similar scrapers for product links, a skill that will come in handy in ensuring the final output meets your needs. My experience with dynamic websites and large-scale data extraction means I understand how to cache the memory to avoid slowing down or crashing during infinite scrolling, making me just right for handling your requirements. In terms of tools, I am versed with both Selenium and Playwright, having used each in different projects. If it were up to me, as an efficient problem-solver, I would use Playwright since it is faster and leaner on system resources. This tool is especially important given we are not interested in names, prices or images (thus minimising bandwidth) but rather solely product URLs which helps in producing clean, runnable code. Plus, if manual login becomes necessary at any point, I'm familiar with that process too. With my strong work ethic and commitment to excellence, trust that you will get impeccable service and deliverables from me. Rest assured of a timely completion too - before signing off on any project, I ensure its thoroughly complete. Let's discuss budget based on your exact needs and expectations for quality delivery. Thanks!

@GenoraLabs

Hello, I am interested in your project to develop a Python script for scraping Facebook Marketplace. Could you provide more details on how you envision the script functioning? I have experience with both Selenium and Playwright for web scraping tasks and can ensure a clean and well-structured code for this project. For this project, I plan to create a Python script that will extract all product links from a given Facebook Marketplace seller page. The script will focus solely on retrieving the product URLs and will be able to handle infinite scrolling to load all products efficiently. Core Deliverables: - Creation of a Python script for scraping Facebook Marketplace product links - Output file in TXT or CSV format containing all product URLs for the seller - Handling of infinite scrolling to ensure all products are captured I'll share my portfolio with you in the DM. Kindly ping me there. My experience with web scraping tools ensures a high-quality and efficient delivery. I'd be happy to discuss your project further and provide any additional information you may require. Best regards,

@JaiDayanand

Hi, I can build a clean Python scraper that extracts all product links from a single Facebook Marketplace seller page, exactly as you described — no extra data, only the product URLs. Because Facebook Marketplace loads listings dynamically and uses infinite scrolling, I will implement a Playwright-based scraper (more stable and faster than Selenium for dynamic sites). The script will automatically scroll through the page until all listings are loaded and then extract only the seller’s product links. What the script will do: • Accept a Facebook Marketplace seller page URL as input • Automatically handle infinite scrolling to load all listings • Extract only the product URLs belonging to that seller • Ignore all other elements (price, images, names, etc.) • Save the output as TXT or CSV with one link per line • Include clean, well-structured Python code with comments • Allow manual Facebook login if required Why my approach works well • Experience scraping dynamic JavaScript-heavy sites • Use of Playwright for stability and speed • Script designed to avoid missing products during scroll loading • Easy to run and modify if needed

@haseebs74

Hi, Are you looking for a reliable scraper that extracts all product links from a single Facebook Marketplace seller page and nothing else? I have solid experience working with dynamic websites like Facebook using Python with Selenium and Playwright. I can handle infinite scrolling properly to ensure all products load completely, then export a clean TXT or CSV file with one product URL per line exactly as required. The script will be well structured, easy to run, and clearly organized. Manual login can be supported if needed. You can trust me to deliver a stable and accurate solution. I focus on clean code, proper testing, and smooth handover.

@AdamsStudio

I am a perfect fit for your project that requires a clean, professional, and user-friendly Python scraper for Facebook Marketplace seller pages. I understand you need a seamless script that precisely extracts only product links, handles infinite scrolling, and outputs an integrated, automated list in TXT or CSV format. I specialize in Python and have strong expertise with Selenium to navigate dynamic websites. While I am new to freelancer, I have tons of experience and have done other scraping projects off-site with clean, well-structured code that runs smoothly. I would love to chat more about your project! Regards, Tariq Adams

@venplura

Hi there! Do you need the script to handle any changes in Facebook's page structure automatically or just a one-time scrape? Regardless, this is definitely something that I feel confident delivering on, given my past experience. I would love to discuss your project further! Looking forward hearing from you. Kind Regards, Corné