Automation Script for Web Content Extraction

@mahamadali

Hi, I will make this automation script with AI model gemini to extract data from each website and arrange data as you mentioned for company summary, email templates with variable type. Thanks

@onkarkulkarni8

Hello, I checked your "Automation Script for Web Content Extraction" project and it looks like understanding the existing workflow will be important before making any changes. I've worked on similar PHP projects involving php, excel, google app engine, google chrome, data extraction, api, google sheets, automation and prefer delivering work in small milestones so everything stays easy to review and adjust if needed. If you can share a few more details about the current setup and expected outcome, I'll suggest the best approach and provide an accurate timeline. ⭐ 5.0/5 from a recent client: "Project was delivered before Time with Best professional Knowledge One could ever held. Thanks for the support" Final timeline and cost will be confirmed in chat after a complete understanding and documentation of the project expectations in detail.

@huzaifa306

Hi, I read the details and can build this automation efficiently using Google Apps Script, Google Sheets, Gemini API, and Python (if needed for advanced scraping/fallbacks). I have experience building AI powered automation workflows that process large datasets, generate personalized content, and produce clean, structured outputs ready for CRM and outreach platforms. I will ensure reliable website extraction, graceful fallback handling, properly formatted CSV output, and a scalable solution that can process all 22,000 records without breaking your sheet structure. I can start immediately and deliver a clean, well documented solution. Looking forward to discussing your requirements.

@Mokshith30

Hi, I can build this Google Apps Script automation using the Gemini API to process all 22,000 websites, generate structured outputs, handle failed sites with a fallback, and populate your Google Sheet with clean, CSV-ready data for Instantly.ai. I'll deliver a reliable, well-documented solution with proper error handling and formatting. Looking forward to working with you.

@sarimshoaib1425

100% doable. I built an n8n lead flow automation for a client, that ran his whole outbound pipeline hands-free, so scraping site content, generating personalized copy, and populating a sheet at scale is exactly the kind of thing I build regularly. I'd set this up as a Google Apps Script that loops through your 22,000 rows, visits each URL in column F, pulls the text content, and sends it to Gemini for structured JSON output covering the summary, cold email, follow-up, and subject line. I'd add graceful handling for blocked or dead sites using search grounding as a fallback so nothing comes back blank or made up, and I'd sanitize the output so stray commas or line breaks don't break your CSV when you export for Instantly. This is a decent volume of rows to process reliably, so I'd plan a few days to build, test on a batch, then run the full sheet. Let's do it.

@mamuncmt

Hi, Please share the google Sheet, gemini API key and email template. I can build this entirely with google apps Script + gemini API. The script will process all 22,000 rows extract website content generate structured JSON summary subject cold email, and follow up write clean outputs to separate columns, handle failures with a Google Search grounding fallback, and produce a CSV ready for Instantly.ai. Please share the Google Sheet, Gemini API key, and email template Thanks Mamun

@Rsolitario

I will automate the processing of your 22,000 rows using a high-performance Google Apps Script that integrates the Gemini API to transform URLs into highly personalized prospecting emails. I will implement extraction logic that cleans the content of each website and uses Google Search grounding as a critical backup to avoid empty cells or glitches on blocked domains. I will ensure that the output strictly adheres to plain text formatting without disruptive characters or erroneous line breaks, guaranteeing that your final CSV export is flawless and ready to be imported without formatting errors. My approach prioritizes script stability over the large data volume, efficiently managing API quotas to generate accurate summaries and dynamic opening lines that fit perfectly into your templates. I estimate completing the technical setup and full spreadsheet processing within one day. Can we review the structure of your email templates to adjust the customization points and begin initial testing immediately?

@larsenm2020

As an experienced automation specialist well-versed in data extraction, I believe I am the perfect fit for your project. Having worked extensively with Google Sheets, Apps Scripting and API integrations such as the Gemini API, I possess the technical expertise required to deliver the desired results. With a keen eye for detail, I will ensure that all outputs are accurately and seamlessly incorporated into your existing sheet without disrupting its formatting. My solid background in PHP adds another powerful tool to my repertoire, enabling me to work with Google sheet data seamlessly while effectively integrating them with different platforms. This ensures that the extracted information is perfectly structured according to your needs, ready for easy importation into Instantly.ai. I also understand the importance of contingency planning when dealing with over 22000 rows of data and potential failures/blocks from certain websites. Rest assured, I will handle these gracefully by implementing a fallback using Google Search grounding. In light of my well-rounded skillset suitable for your project requirements, I believe partnering with me would be an asset to your team. My focus is always on delivering high-quality work within agreed-upon timelines. Let's make this process swift and streamlined together.