Google AI Search Results Scraping – 5,000 Search Terms Pilot

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@MohanKumar28

Hi I have gone through the requirements. Good experience in creating custom scripts. Will do this script using PHP to process approximately 5,000 search terms. I'm available to start now. Please contact for further discussions and we will negotiate on final budget once clear with complete requirements. Thanks & Regards, Mohan K

@ganeshrasekar

I can do it.

@VividusDesigns

Hi — VSTEQ Softwares builds Python/Selenium scraping pilots with Excel export. We'll run a 5,000-term Google/AI results pilot into Excel with clear columns and basic reliability. Note: Google scraping has ToS/blocking risk — we'll use responsible rates and document limits. Larger volume via separate milestone. Rate: ₹400/hr. — VSTEQ / @VividusDesigns

@gagansahay695

Hi, I'd be glad to help process approximately 5,000 search terms as a pilot project for Google AI search results scraping. I can deliver this using a combination of Python, Selenium/Playwright, and Google scraping techniques to extract the required Google AI/table results and organize the data accurately into an Excel file. My work will include searching Google for each term, extracting the required data, and ensuring accurate data extraction and organization. I have experience with web scraping, data mining, and data analysis, which will enable me to complete this project efficiently. I can cover: • Accurate extraction of Google AI/table results for 5,000 search terms • Organization of extracted data into an Excel file • Verification of data accuracy and completeness • Delivery of the final Excel file with the extracted data • Assistance with any issues or concerns that may arise during the project I work with clear progress updates and honest scoping. Please share any specific requirements or preferences for the Excel file format and I can get started right away. Best regards, Gagan

@gopalkrgautam

Hello, I have really strong experience in playright and other scraping tool with anti bot protection. Lets chat and I will build the software for the automation of data scraping from google search ai and keep the data organised in excel.

@FreeLancers360

Hello, I just finished reading your brief for "Google AI Search Results Scraping – 5,000 Search Terms Pilot", and I'm genuinely excited about the chance to work on it. I don’t just want to tick the boxes here; my aim is to hand you something that genuinely goes beyond what you pictured. From your brief I can see this involves data entry, scraping, excel — all areas we handle in-house. We specialise in PHP, Python, Data Entry, Web Scraping, which lines up directly with what you need. How we'd approach it: - Define the exact fields, sources and output format - Build the collection / processing pipeline - Validate accuracy and clean the data - Deliver in your preferred format with a short summary Happy to work hourly with transparent time tracking and regular check-ins. You can count on tight communication, on-time delivery, and a result that’s effortless to sign off on. Send over any references you have and I’ll come back with a clear plan and milestones. Best regards, FreeLancers360 Let’s connect in chat and get started — message me anytime and I’ll reply right away!

@mahrsaad211

As an experienced data professional, I am well-versed in the tools required for this project. My expertise in Python, Selenium/Playwright, and web scraping guarantees that I can accomplish this task efficiently and accurately. Past projects involving Google scraping, browser automation, and Excel data extraction have equipped me with the skills needed for your pilot endeavor. Apart from the foundation of my technical competency, I also offer an organized approach to handling data which is essential in delivering accurate results with such a vast scale of information. My experience with Data Entry, Mining, and Scraping has trained me to be meticulous with large volumes of information. In addition, I have a strong commitment to meeting deadlines whilst never compromising on quality. As this is a pilot project aimed at establishing a long-term working relationship, I promise to give it my utmost dedication. If chosen, I propose transparent communication throughout the process to ensure any concerns or suggestions are addressed promptly. Together let us build a solid foundation for further collaboration as we move to the larger follow-up project. Thank you!

@Jennycreation

Hello Sir, I have already worked on similar types of website and software development projects and I am confident that I can successfully handle your project. I am a full-time freelancer with **17+ years of experience** in web development, software development, automation, and API integrations. My expertise includes: * ASP.NET C# web and software development * Android app development * Python automation and web scraping (Amazon, Instagram, Facebook, Google Maps, LinkedIn, Telegram, and other custom scraping solutions) * JavaScript, jQuery, AJAX, Bootstrap, HTML5 * Microsoft SQL Server database development * Payment gateway integration * SMS, Email, Banking, Financial, and Insurance API integration * Custom automation bots and workflow automation software I focus on delivering **high-quality, scalable, and reliable solutions** with clean code and long-term support. Please contact me in private chat so we can discuss your requirements in detail. I can also show you a **demo of similar projects** I have completed. Looking forward to working with you. Thanks & Regards

@Cruz1217

Hi, I see that scraping 5,000 search terms from Google AI search results is a challenging task, especially when it comes to handling anti-scraping measures. I'd approach this by using Python with Selenium or Playwright for browser automation, and carefully extract the required data. This will help ensure the data is accurate and organized into an Excel file. In my experience, a common mistake is not handling pagination and user-agent rotation properly, which can lead to IP blocking. I'll set up a robust system to rotate user-agents and handle pagination, ensuring the scraping process is smooth and efficient. The client can expect a well-organized Excel file with the required data, ready for further analysis.

@marvind18

You need a pilot that proves data accuracy and repeatability across 5,000 search terms before committing to a much larger collection workflow. I’d build the pilot in Python with a resumable job queue, structured result schema, retry/error logging, and an Excel export that makes every source term traceable to its captured output. Before scaling, I would define exactly which Google AI/table fields count as valid, record empty or changed result layouts separately, and run a sampled manual QA pass. For a multi-million-record follow-up, the architecture must use rate controls, checkpoints, deduplication, monitoring, and a source-access method that complies with the applicable platform terms; ordinary browser automation alone will not be reliable at that scale. At Marin Software, I built Python-based real-time data pipelines where integrity, retries, and observable failures mattered as much as throughput. I can provide a clear pilot report showing accuracy, failure rate, and the realistic path to scale. Can you provide sample search terms and an example of the exact AI/table fields required in the Excel output?

@bojans9

Hello, I can handle the 5,000-term pilot using Python-based scraping and browser automation, with the results organized cleanly in Excel. I have 10+ years of software development experience with Python, web automation, data processing, APIs and Excel. I can build the scraping workflow, process the search terms systematically, extract the required Google AI/table information, handle duplicates/errors, and validate the resulting dataset before delivery. For the pilot, I would first confirm exactly which AI/table fields you need and test the workflow on a small funded batch. Then I can scale the same method to the 5,000 terms while monitoring failures, rate limits and changing page structures. I can provide the script/workflow and structured output so the method can be evaluated before any larger follow-up. Rate: ₹1000/hour.

@sainijyoti1196

Hi, I can accurately collect and organize Google search results for your 5,000 search-term pilot, including required URLs, titles, snippets, and other specified data points. I’ll ensure consistent data structure, accurate extraction, duplicate checking, and clean delivery in Excel/Google Sheets. Ready to start immediately.

@fatimaf646

Hi, I’d be interested in handling your 5,000-search-term pilot and building a reliable scraping workflow that can also be scaled for the larger project if the pilot meets your accuracy requirements. I understand that this is not simply about collecting search results. Each term needs to be processed consistently, the required Google AI/table data extracted correctly, and the output organized cleanly in Excel with the proper structure and no unnecessary or duplicate information. I can work with browser automation and scraping workflows using Python with tools such as Selenium or Playwright, while incorporating appropriate waits, element handling, validation, and error checks to make the process as reliable as possible. For the pilot, I would focus heavily on accuracy and consistency so the method can be evaluated before scaling toward the larger dataset. I’m comfortable following a defined output format and can provide a small sample for verification before processing the full pilot batch. Best Regards Fatima

@abhilashr53

You need 5,000 Google AI Overview and featured snippet/table results scraped, structured, and delivered in Excel — clean, accurate, ready to scale to 6M. Here's my plan: Python with Playwright for stealth browser automation, rotating proxies and randomized delays to avoid blocks, custom parser targeting AI Overview and table result selectors, output to formatted Excel via openpyxl. I'll include a QA pass comparing a sample against manual checks. Timeline: 2–3 days for the pilot. What specific result types matter most — AI Overviews, knowledge panels, or structured tables?

@diyaluo

Hi, I can complete this with high accuracy. Proven pipeline: automated extraction (pdfplumber/camelot/ccxt-style parsers) plus row-by-row validation against source and manual QA, tested on 800+ page documents. Deliverable is a clean, ready-to-use file with data preserved exactly. I can send a sample page first. Free revisions until you're satisfied. Ready to start now.

@Digitalizers010

Hi, 5,000 search terms run through Google with the AI overview and table results pulled into one sheet. The parsing is easy. Staying unblocked at volume is not. How we'd do it: a SERP API for the bulk fetch, a headless browser only for terms it misses, results normalised into one schema, then a rerun queue for empties so nothing drops quietly. Which fields do you need from the AI block? we've built scrapers at this scale, same rerun and dedupe handling. Happy to start on the pilot so you can check accuracy first. Regards, Digitalizers

@Teust

I can build the 5,000-term pilot as a reproducible Python browser-automation workflow and deliver a clean Excel output with the requested Google AI/table fields. I will first validate a small representative batch, preserve the raw response alongside normalized columns, and add checks for missing terms, duplicates, and blocked/ambiguous results before scaling the pilot. I will respect public-access and rate-limit constraints and will not bypass CAPTCHAs or login controls. I can provide the method note and a clear limitation log with the pilot delivery. Estimated turnaround: 3 days.

@bilal6901

Hello, I am a Computer Science student with hands-on experience in Python, web scraping, browser automation, Selenium/Playwright, APIs, and data extraction workflows. I can help you accurately process the 5,000 Google search terms by building a reliable scraping workflow that can: • Extract required Google AI/search result data efficiently • Automate browser tasks using Selenium/Playwright • Handle large-scale keyword processing with proper error handling • Clean, structure, and organize results into Excel format • Validate extracted data to maintain accuracy and consistency I understand this is a pilot project for a much larger dataset, so my focus will be on creating a scalable and reliable approach rather than just manual extraction. My CS background helps me understand both the technical side of scraping and the importance of clean structured data for future analysis. I can start immediately and provide a test sample first for verification. Looking forward to delivering accurate results. Regards.