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WEB APPS·United States

MarketIntent - Intelligent Data Automation Platform

Scalable data intelligence and web scraping engine automating competitive market research, pricing intelligence, and automated lead discovery.

2 Months

were needed to design, engineer & launch the full platform

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MarketIntent - Intelligent Data Automation Platform

IndustryMarket Intelligence & Data Automation

RegionUnited States

PlatformCloud SaaS Dashboard & Distributed Scraping Workers

Delivery2 Months

Estimated Budget$40,000 – $80,000 USD

ServicesData Engineering, Headless Automation, Backend Architecture

Quality & Value5.0 / 5.0 ★★★★★

Client overview

01 / 06

MarketIntent is a market intelligence engine that automates competitive price tracking, catalogue aggregation, and trend discovery. It empowers business analysts to monitor market changes in real-time with automated web crawlers and structured analytics.

#Next.js#Puppeteer#FastAPI#PM2#PostgreSQL#Automation#AI

Challenge

02 / 06

Manual data gathering across hundreds of e-commerce platforms and industry websites is error-prone, labor-intensive, and impossible to scale without automated headless browser tooling.

“MarketIntent runs round-the-clock without failing. We now have complete competitive visibility on over 50,000 product SKUs updated daily.”

VP of Growth · Retail Intelligence Group

Solution we delivered

03 / 06

Woltrio engineered a distributed scraping pipeline using Puppeteer and FastAPI managed via PM2, with automated data cleaning, anomaly detection, and interactive data visualization dashboards.

Technologies

04 / 06

The technology stack was selected for rapid development velocity, high reliability, robust security, and seamless horizontal scalability.

Frontend

Next.js & Recharts

Interactive data visualizations & dashboards

Automation Engine

Puppeteer & Python

Headless browser crawling & data extraction

Backend & Queues

FastAPI & Redis Queue

Distributed task orchestration & rate limiting

Database

PostgreSQL & ElasticSearch

High-speed indexed product data store

Team

05 / 06

A dedicated, cross-functional agile engineering pod worked in lockstep with the client through weekly sprints, daily asynchronous check-ins, and continuous delivery.

Data Architect

Distributed scraping cluster & proxy routing

Automation Engineer

Puppeteer scripts, anti-bot bypass & parsing

Frontend / Full-Stack Engineer

Next.js analytics dashboard & export tools

QA Engineer

Data schema validation & pipeline monitoring

Agile Delivery Framework: Bi-weekly sprint planning, continuous automated testing, and direct collaborative alignment ensured zero blockers throughout the 2 Months cycle.

Results

Project duration: 2 Months

500k+

Data Points Scraped Daily

Automated concurrent crawling pipelines

99.8%

Extraction Reliability

Automated proxy rotation & schema validation

2 Months

MVP Delivery Timeline

From concept to full automated operation

Woltrio successfully delivered MarketIntent - Intelligent Data Automation Platform on schedule within the agreed 2 Months timeline and strictly within budget.

The deployed platform achieved exceptional operational performance, mission-critical reliability, and seamless user adoption across all target workflows.

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