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
119 reviews
(116)
(1)
(1)
(1)
(0)
BC
Blair C.
Jul 19, 2023
Nirmal converted our pdfs to word docs perfectly and quickly. Will be hiring again.
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.
YB
Yahav B.
Nov 21, 2025
Web Scraper
About Nirmal
Python Automation & Data Extraction | APIs, Playwright, n8n
96%
Job Success
Wattala, Sri Lanka - 5:41 pm local time
I help clients collect data from websites, portals, PDFs, emails, and business tools, then turn it into clean, usable outputs in Google Sheets, Airtable, CRMs, CSV/Excel files, databases, and custom workflows.
📌What I build:
🔹Data extraction and ETL pipelines — API-first collection, browser automation for dynamic sites, parsing, normalization, deduplication, and scheduled delivery
🔹Workflow automation — n8n and Python automations connecting forms, inboxes, APIs, Sheets, Slack, HubSpot, Airtable, and internal tools
🔹Document and PDF automation — extracting structured data from invoices, receipts, reports, and messy documents
🔹AI-assisted business workflows — using LLMs where they actually help for classification, parsing, summarization, or Q&A, with human review and reliable fallbacks
📌Tech stack:
🔹Python, Playwright, Beautiful Soup, Selenium, Scrapy, Pandas, APIs, n8n, OpenAI
📌What clients can expect:
🔹Clean, maintainable scripts and documented workflows
🔹Accurate outputs with QA checks
🔹Clear communication and fast turnaround
🔹Support for both one-off builds and ongoing automation maintenance
Recent work includes Shopify data extraction, marketplace scraping, API integrations, PDF/data transformation, Outscraper-based workflows, and custom browser automation.
If you need a dependable partner for data extraction, browser automation, ETL, document automation, or AI-enabled workflows, send me the source, desired output, and business goal, and I’ll design the most practical 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.