Browser Automation for Real Estate Data Migration

@Microlent

Hello, I am Dr. Rajesh Rolen, PhD in Computer Science & Engineering, with experience of over 20+ years in PHP, JavaScript, Web Scraping, Google Sheets, Selenium, Python As a preferred freelancer in the top 1%, I have done 400+ projects here on freelancer.com, I have 4.9 ratings out of 5 on average, which showcases my quality of work and timely delivery. Key Highlights: - Free Hosting Support on the Cloud or any desired platform. - Free 3 months of post-delivery support to ensure that our client doesn’t face any challenges after the launch of the project. - Free Dedicated tester on projects to ensure quality delivery, so clients don’t need to act as a tester. - 10+ Years experience UI/UX team to ensure intuitive UI. Portfolio: https://www.freelancer.com/u/Microlent Please open the chat and send me a message, so we can have a more detailed discussion about the project to give you the project timeline and cost. Thank you for considering my services. I look forward to engaging in a productive conversation and understanding how I can be of assistance in bringing your project to life. Regards Rajesh Rolen

@diektech

Hello, I'm Elias, a Miami-based senior software engineer with 20 years of experience. I specialize in browser automation, web scraping, and RPA development, which aligns well with your project needs. I understand you're looking to automate data migration in the real estate sector, ensuring efficiency and accuracy. I've built similar automation systems before, focusing on secure architecture, performance, and user-friendly interfaces. My approach for this project would be: 1) Analyze existing data workflows and requirements. 2) Design the automation strategy and identify necessary tools. 3) Develop scripts for web scraping and data migration. 4) Test the scripts to ensure reliability. 5) Deploy the solution and provide ongoing support. Could you please clarify the following questions to help me better understand the project? 1) What specific data sources will the automation access? 2) Are there particular edge cases the automation should handle? 3) What user roles will be involved in the data migration process? I've successfully completed similar projects under NDA, so while I can't share links, I'm happy to discuss the architecture and technical decisions I've made. Additionally, I can provide a clean and maintainable codebase that will be easy for your team to manage.

@kabirchy

Hi there, I understand the task is to automate the migration of thousands of saved real estate searches from Google Sheets to the myRealPage IDX platform. My approach is to handle this with a robust Python-based solution. I will use Selenium WebDriver for browser automation to navigate the IDX platform, ensuring reliable handling of its forms and UI. The script will extract the search parameters and coordinates from your Google Sheet via its API, then systematically input and save each search within the IDX system. I'll build in robust error handling, logging, and a progress tracker to manage the 4,800+ entries smoothly and ensure data integrity throughout the migration. Best Regards, Khorshed Alam, RS Software

@OutsourceMan

Hi, CnEL India can build a reliable browser-automation workflow for migrating the 4,800+ saved searches, subject to authorized access and permitted automation of the myRealPage platform. Our methodology: * Review the Google Sheet structure and complete myRealPage search workflow. * Build a small 20–25 record proof-of-concept first. * Recommend Playwright with Python/JavaScript based on the platform's behaviour and debugging needs. * Map fields and conditional workflows from Sheets to the IDX search interface. * Implement duplicate detection and account/search existence checks. * Add checkpointing so processing can resume safely after interruption. * Process records in controlled batches with detailed status logging. * Add retries, timeouts and exception handling without stopping the full migration. * Handle multiple searches belonging to the same user/account. * Maintain a failed-record queue for manual review. * Validate migrated searches against the source data. * Keep credentials and session information securely managed. * Provide migration logs and clear run instructions. After the pilot is validated, we can scale the same workflow to the complete dataset with controlled processing and verification.

@starttechno

I would first map the Google Sheet fields to myRealPage’s saved-search form and run a 20–25 record pilot before releasing the 4,800+ records. I recommend Playwright with Python: its browser contexts and resilient locator/waiting model are well suited to authenticated, dynamic IDX forms and per-user workflows. The deliverable in 6 days is a completed migration with the Sheet updated per row as created, skipped as duplicate, or failed for manual review. The runner will use a durable record ID, checkpoints, retries for transient failures, screenshots/error details, and safe resume after interruption; existing searches will be checked before creation so multiple searches for one user remain correctly associated. I previously built an automated outreach workflow that discovered Google Maps businesses, extracted contacts, generated personalized emails, and paced sending with unsubscribe handling. Does the Google Sheet already include the myRealPage user/account identifier for every saved search? Muhammad Saad

@livegoodlife

Hello there, I am experienced in web scraping and building scripts or a Windows desktop application using Python. I am also experienced in large data scraping from a given website, bypassing IP, Captcha, and anti-bot or cloud flair protection. Please message me to discuss this project in detail. Best Regards Enamul

@ZohaibRoy

⭐⭐⭐⭐⭐ Reliable Browser Automation for Real Estate Data Migration ❇️ Hi My Friend, I hope you are doing well. I've reviewed your project requirements and see you are looking for a browser automation/RPA developer. Look no further; Zohaib is here to help you! My team has successfully completed 50+ similar projects for data migrations and automation tasks. I will use Playwright or Selenium, combined with Python, to ensure a smooth migration of your 4,800+ real estate searches from Google Sheets to the myRealPage IDX platform. ➡️ Why Me? I can easily handle your project as I have 5 years of experience in browser automation using tools like Playwright and Selenium. My expertise includes data handling, error management, and automating dynamic web forms. I also have a strong grip on Google Sheets and can ensure reliable processing of your records. ➡️ Let's have a quick chat to discuss your project in detail. I can show you examples of my previous work and how I can ensure accuracy and reliability in your migration. I look forward to discussing this with you in our chat. ➡️ Skills & Experience: ✅ Browser Automation ✅ Playwright ✅ Selenium ✅ Puppeteer ✅ Python ✅ JavaScript ✅ Google Sheets ✅ Data Migration ✅ Error Handling ✅ Conditional Workflows ✅ Status Logging ✅ Duplicate Prevention Waiting for your response! Best Regards, Zohaib

@Synet

Hi, Migrating 4,800+ saved searches from Google Sheets into the myRealPage IDX platform without an API means building a smart Python script using Playwright or Selenium to mimic human clicks. I will set up the script to read your Google Sheet, check the account first to prevent duplicates, and handle dynamic search forms cleanly. If a dropdown fails to load or a page lags, the code will retry a few times, log the error, and move on without stopping the entire migration. You will also get a clear status log that flags any failed records for manual review so nothing gets lost. For testing, I will build a checkpoint feature so we can run the first 25 searches, pause, inspect the results in your account, and resume safely for the rest of the records. Will you share read and write access to the Google Sheet and a temporary login for the myRealPage test environment? Best, Salma Noreen

@rahul62544

Hi there, You want to automate migrating 4,800+ real estate searches from Google Sheets into myRealPage IDX reliably. - I'll use Python with Selenium for robust browser automation, integrating Google Sheets API to read and update data. - Implement error handling, retry, checkpoint/resume, and duplicate prevention to ensure smooth processing. - Log statuses and flag failed records for manual review. I've built complex browser automation tools that handle multi-step workflows and data syncing with Google Sheets. Could you clarify how user authentication is handled during migration? Are credentials provided or stored in the sheet? Thanks, Rahul

@vashishtrupinder

Hi, I have experience with browser automation using Playwright, Selenium, Python, and JavaScript for authenticated websites and dynamic forms. For this project, I recommend Playwright with Python for reliable automation, error handling, retries, and easy debugging. I can build the workflow to read from Google Sheets, detect duplicates, process multiple searches per user, handle conditional workflows, save checkpoints, log results, and continue after individual failures. I suggest starting with the 20–25 search paid test to validate the workflow before migrating all 4,800+ records. Could you confirm whether Chrome is required specifically, or whether Chromium/other browsers are acceptable? Also, should the automation both read from and update Google Sheets with migration status and errors? I can review your workflow and recommend the most reliable approach.

@AITSoft

As a software engineer with a deep understanding of automation, data manipulation, and website interaction, I'm confident in my ability to fulfill your browser automation requirements for the real-estate project. I have significant experience working with tools like Selenium and Puppeteer that are essential for automating authenticated web applications, navigating dynamic forms, and mimicking human interactions - all domains crucial to this project. Additionally, I have hands-on experience handling conditional workflows and setting up error-handling mechanisms, ensuring accurate data migration even in the face of potential exceptions. It's important to note that I'm well-versed in creating reliable automations that have high data integrity as they include features like duplicate prevention and checkpoint/resume functionality. In projects where an API isn't available, I have successfully automated data entry and migrations by simulating the actions of a human user. Given my extensive background and interdisciplinary skills spanning Software Development, Automation, AI/ML, and IoT,I am confident I can provide practical and reliable solutions that are developed bespoke for your Google Sheet and myRealPage workflow and your unique challenges.

@corpmember29

Hello, I HAVE CREATED SIMILAR LARGE-SCALE BROWSER AUTOMATION AND DATA MIGRATION SOLUTIONS BEFORE AND CAN HANDLE THIS 4,800+ SEARCH MIGRATION. I have 11+ years of development experience with Playwright, Selenium, Python and JavaScript, including authenticated web automation, dynamic forms, Google Sheets integration and high-volume data processing. For this project, I would recommend Playwright with Python because it provides reliable browser control, strong handling of dynamic applications, better debugging and easy implementation of retries, checkpoints and parallel processing. I can build the automation with duplicate prevention, resume/checkpoint support, detailed logging, retry and exception handling, user/search grouping, conditional workflows and a failed-record queue for manual review. I can first review the Google Sheet and myRealPage workflow and complete the requested 20–25 search paid test before proceeding with the full migration. Thanks, Christina

@p4logics

Hello dear sir, I have strong experience in Python, JavaScript, Selenium and Puppeteer. I can automate browser tasks, web scraping and data migration efficiently. I can also work with Google Sheets and handle large amounts of data. I can complete 4,800+ searches while keeping the process fast and organized. I understand duplicate checks, error handling, retries and conditional tasks. My goal is to build a reliable automation system with accurate results. I would be happy to discuss your project requirements in detail and am available to begin work immediately. I look forward to hearing from you. Best regards, Deepak

@amitpandeyposin

Hi, I specialize in reliable browser automation and data migration using Playwright, JavaScript, and Google Sheets APIs. For 4,800+ searches, I’d recommend Playwright for its strong handling of dynamic/authenticated workflows, with checkpointing, retries, duplicate detection, detailed logging, and failed-record reporting built in. I can first complete the 20–25 record paid test, validate edge cases, then scale safely to the full migration. I’ve worked on complex web automation and large-scale data-entry workflows and can provide relevant examples. Available to start immediately.

@srinichal

All 4,800+ saved searches moved into myRealPage with a status on every sheet row, so you can see exactly what was created, skipped or failed. Paid test of 25 searches done by day 2, full migration by day 7. Recommended: Python + Playwright. It waits for dynamic forms and search pickers, keeps the login in a saved session, and records a trace with screenshots for every failure. gspread reads and writes the sheet in batches to stay under rate limits. How it stays reliable: 1. Each row gets a key (client email + search criteria). Before creating, the bot checks the contact and their existing searches in myRealPage and skips duplicates. 2. Rows are grouped by user, so a contact with several searches is done in one pass. 3. Status, timestamp and error are written back to the row after each record. A stop or crash resumes from the last row done. 4. Up to 3 retries with backoff. A failing record is marked Needs Review and the run continues. Proof: I built a scheduled scraper (exchange data into MySQL every 3 minutes) and a userscript that works inside a logged-in session. Private, walkthrough on request. Delivery: 7 days, test results on day 2. Daily progress count, full source and run notes. Questions: 1. Does myRealPage email the contact when a saved search is created? If so, we turn it off first. 2. Do the contacts already exist in myRealPage, or must the bot create them first? Share the sheet and a test login to start the 25-search test. Thanks,

@Hubready

Hello!, I am a US-based senior software engineer and I’d be a strong fit for this browser automation / RPA project. The main pain point here is not just moving data, but doing it reliably without broken login flows, missed fields, or duplicate records. I’d handle it in practical phases: 1. Review the source and target workflows 2. Build stable Chrome/Selenium automation with retries, logging, and safe session handling 3. Map and validate fields before transfer so the data stays clean 4. Add Google Sheets import/export plus exception tracking for manual review 5. Test edge cases so the process is dependable, not just functional once I’ve built similar automation systems for data entry, portal migration, and workflow automation where accuracy mattered more than speed. A few relevant examples: - property lead migration workflow - internal CRM data sync dashboard - browser-based form automation tool - spreadsheet-driven import system Could you please clarify the following questions to help me better understand the project? 1. What are the exact source and destination platforms involved? 2. Is the data moving from Google Sheets into a web portal, or between two websites? 3. Do you need a one-time migration, or a reusable automation script? If you want someone who pays attention to the details and delivers something maintainable, I’m ready to handle it properly. James Zappi

@intelliresponse

Hi, I can handle this migration using Python + Playwright with Google Sheets integration. I’ll build reliable automation with duplicate checking, retries, checkpoints, detailed logging, and error handling so the 4,800+ searches can be processed safely. I’m happy to start with the 20–25 search paid test and scale it after everything is verified.

@k1ng440

Moving real estate records into Google Sheets sounds simple until the volume gets high and a session expires halfway through. That's the part that decides whether the job works. I'd drive this with Playwright rather than Selenium. It's faster on waits, and the Chrome-based path fits logged-in portals with session cookies better. Data lands through the Sheets API instead of by typing into a grid, so a run doesn't stall on a slow sheet. I'd also make it resumable. Runs checkpoint row by row, failures go to a retry sheet instead of killing the job, and you get a clean count of what imported and what didn't. A migration that only works on a good day isn't ownership. PHP and Python are both fine for me, and I've built pipelines against 150+ external service integrations, so rate limits and partial failures are familiar territory. How many records, and which portal are we pulling from?

@teodorgeorge

Hi, I can manage this migration with a reliable, checkpointed browser-automation workflow: read saved searches from Google Sheets → authenticate to myRealPage → identify the correct user/account → create or skip searches based on existing records → log outcomes → resume safely after interruptions. I would begin with the requested 20–25 search pilot to validate the actual myRealPage form behavior, required fields, duplicate rules, and conditional paths before processing all 4,800+ searches. My approach would use Python automation with persistent status tracking. Each sheet row would receive a clear result such as completed, skipped-existing, failed, or needs-manual-review. Controlled retries, timeouts, screenshots/logging for failures, and resume checkpoints would ensure one exception does not stop the migration or create duplicate searches. I have experience with Python monitoring automation, API integrations, persistent service workflows, structured device/configuration data, and Google Sheets automation. I also built a Google Sheets-based automated reporting tool with scheduled processing and documentation. Deliverables will include the automation source, configuration, status/log output, setup instructions, and documentation for running the full migration and reviewing exceptions. Before starting, I'd like to review the Google Sheet structure and the myRealPage search-creation workflow to confirm the most reliable implementation. Best regards, Teo