You will get an AI-powered agentic tool that aggregates niche insights from websites
Top Rated
Project details
I will provide an AI-assisted niche data research and compilation service across multiple public websites. I will gather and organize information from sites in the same niche into a clean, structured dataset. This can include images, products, prices, blog details, or listings, depending on what you request.
Using AI-supported workflows, I can handle similar site layouts efficiently and keep the data consistent even when minor page differences exist. This saves you time and provides a reliable dataset without needing separate work for each website.
Instead of hiring someone repeatedly for each site, you get one consolidated, reusable dataset built from all your similar niche sources, which is faster and more cost-effective.
I will validate and refine the data on a representative sample of about 20 percent of your websites to ensure accuracy and structure. Example: in the up to 50 websites tier, I will thoroughly review and confirm data from about 10 of those sites.
I do not deliver any scraping tools, bots, scripts, or apps. The deliverable is the compiled dataset in your chosen format.
Note: If you want ongoing updates, we can set that up as a separate recurring project.
Using AI-supported workflows, I can handle similar site layouts efficiently and keep the data consistent even when minor page differences exist. This saves you time and provides a reliable dataset without needing separate work for each website.
Instead of hiring someone repeatedly for each site, you get one consolidated, reusable dataset built from all your similar niche sources, which is faster and more cost-effective.
I will validate and refine the data on a representative sample of about 20 percent of your websites to ensure accuracy and structure. Example: in the up to 50 websites tier, I will thoroughly review and confirm data from about 10 of those sites.
I do not deliver any scraping tools, bots, scripts, or apps. The deliverable is the compiled dataset in your chosen format.
Note: If you want ongoing updates, we can set that up as a separate recurring project.
AI Development Type
Knowledge Representation, Recommendation SystemAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$100
|
Standard
$750
|
Advanced
$1,000
|
|---|---|---|---|
| Delivery Time | 3 days | 7 days | 14 days |
Number of Revisions | 1 | 1 | 1 |
AI Model Integration | - | - | - |
Detailed Code Comments | - | - | - |
Knowledge Graph | - | - | - |
Model Documentation | - | - | - |
Ontology | - | - | - |
Source Code | |||
Taxonomy | - | - | - |
Frequently asked questions
120 reviews
(117)
(1)
(1)
(1)
(0)
BC
Blair C.
Jul 19, 2023
Nirmal converted our pdfs to word docs perfectly and quickly. Will be hiring again.
BM
Bob M.
Jul 11, 2026
Data Mining
RH
Richard H.
Jun 1, 2026
script and automation
Nirmal did an outstanding job on our web scraping and automation project. His technical coding skills are top-notch, and he paired them with great communication and project management throughout. Highly recommended, and I would absolutely hire him again.
JL
John L.
Mar 15, 2026
Simple Website Scrape
Nirmal completed the assignment correctly and ahead of schedule.
ws
weitian s.
Feb 25, 2026
PDF File Editing
I would rate Nirmal as one of the best freelancer i have ever worked, and believe me, i have worked in IT indsutry for over 30 years. thanks Nirmal for your talented work.
EG
Erik G.
Feb 9, 2026
Image Extraction of Image URLs
Fantastic work, will work with Nirmal again.
About Nirmal
Python Web Scraping & Automation Expert | APIs, Playwright, n8n
96%
Job Success
Wattala, Sri Lanka - 6:18 am local time
I build production-ready Python web scraping, browser automation, data extraction, and ETL systems that replace repetitive manual work with accurate, structured, and maintainable workflows. I am a Top Rated Plus freelancer with $60K+ earned on Upwork.
I can help you with:
• Web scraping and data extraction from static, dynamic, and login-based websites
• Browser automation using Playwright or Selenium
• API integrations and ETL pipelines
• n8n workflows connecting CRMs, email, Google Sheets, Airtable, Slack, and internal tools
• PDF and document data extraction
• Scheduled monitoring, alerts, deduplication, validation, and automated delivery
• AI-assisted classification, parsing, summarization, and Q&A when AI adds measurable value
Typical outputs include Google Sheets, Excel/CSV, Airtable, JSON, databases, CRMs, APIs, and scheduled reports.
How I work:
• API-first when a reliable API is available
• Production-ready automation with retries, logging, error handling, and QA checks
• Clean, maintainable code with documentation and handover
• Clear scope, regular communication, and practical technical decisions
• Support for both one-off builds and ongoing automation maintenance
Core tools:
Python, Playwright, Selenium, Scrapy, Beautiful Soup, Pandas, REST APIs, n8n, OpenAI API, Google Sheets, Airtable, SQL, and Docker.
Recent work includes Shopify product extraction, marketplace and portal scraping, API-to-Excel workflows, PDF transformation, Outscraper integrations, scheduled data pipelines, and custom browser automation.
Send me the source, required fields, desired output, update frequency, and any login or access requirements. I will recommend the simplest reliable solution.
Steps for completing your project
After purchasing the project, send requirements so Nirmal can start the project.
Delivery time starts when Nirmal receives requirements from you.
Nirmal works on your project following the steps below.
Revisions may occur after the delivery date.
Gather Requirements
I review your website list, required fields, output format, and any rules or filters.
Review Websites
I'll check a sample of your sites to confirm relevance, consistency, and what data is publicly available.