relipa

Project Description:

Retail Satori is an AI-driven platform designed for retail and e-commerce businesses that need fast, reliable, and scalable access to market data. The platform helps organizations collect product information from any e-commerce website or product-listing page and convert it into structured, ready-to-analyze datasets.

The solution is delivered as a browser extension combined with a web application. The browser extension behaves like a real user visiting the site, while the web app provides configuration tools, scheduling capabilities, dashboards, and data exports.

Project Summary

  • Client Name: Retail Satori
  • Service: AI
  • Platform: A browser extension combined with a web application
  • Year: 2023

Results and Benefits

Retail Satori represents a breakthrough in how retail and e-commerce businesses access, understand, and act on market data. Instead of wrestling with broken scripts, inconsistent formats, or delayed reports, teams gain uninterrupted access to the freshest signals in pricing, inventory, promotions, and category movement. With Retail Satori in place, businesses can finally shift their focus from “finding data” to “using data”. Decisions that once relied on guesswork now emerge from clear, real-time insights. Opportunities become visible earlier. Competitor shifts become predictable. Market changes become manageable rather than disruptive.  

1. Client Request

The project was initiated because retail teams struggled with key challenges:  

  • Market data was scattered across multiple websites. 
  • Manual data collection was slow, expensive, and impossible to maintain at high frequency.
  • The structure of every site was different, making analysis difficult.  
  • Existing scrapers and scripts regularly broke whenever a website changed layout or strengthened its anti-bot systems. 

Retail Satori addresses all of these issues by using AI to read and understand websites the way a human does, rather than replying or using brittle HTML selectors. This makes data extraction more accurate, stable, and scalable across hundreds of websites.  

2. Development Process

Step 1 AI-Powered Web Understanding
Retail Satori doesn’t “crawl” websites in the traditional sense. Instead, its AI reads and interprets each page the way a human would, understanding layout, content, images, product attributes, and the contextual relationships between them. Because it doesn’t rely on fixed HTML paths, brittle DOM selectors, or manual reconfiguration, the system can automatically adapt to layout changes and structural variations across different websites.

Step 2 Human-Like Interaction, Zero Blocking
Most websites rely on aggressive anti-bot systems, IP blocking, fingerprinting, rate limiting, CAPTCHA, and more, which quickly stop traditional crawlers. Retail Satori avoids these barriers entirely by using AI-driven behavioral simulation that mimics real user activity, from human-like browsing patterns and dynamic scrolling rhythms to natural interaction signals and valid browser fingerprints. Because the system behaves indistinguishably from a genuine visitor, websites cannot detect or block it, allowing Retail Satori to maintain stable and uninterrupted data access.

Step 3 Clean, Structured, Ready-to-Use Data
We transform unstructured web content into clean, normalized datasets designed specifically for retail analysis, capturing everything from product names, prices, promotions, attributes, variants, and descriptions to stock levels, ratings, reviews, category mapping, keyword extraction, and multi-source consolidation. Users simply select the fields they need, and our engine extracts, organizes, and delivers the information in a fully structured format that’s ready to use in dashboards, reports, or BI tools.

Step 4 Putting It All Together
By combining AI-based web reading, human-like browsing behavior, and automated data structuring, Retail Satori delivers a seamless and reliable market intelligence solution that traditional crawlers simply cannot match. The result is a system with higher accuracy, zero blocking, minimal maintenance, faster insights, and effortless scalability across multiple websites. Retail Satori empowers retailers and analysts to understand the market instantly, without dealing with the complexity of managing crawler proxies or maintaining fragile scripts.

3. Tech Stacks we use













4. Solutions

[1] Dispersed Market Data

Retail Satori aggregates data from multiple websites into one consistent schema, enabling cross-platform comparisons and competitive benchmarking.  

[2] Slow, Manual Data Collection

With automated scheduling, retailers can run high-frequency crawls, daily, hourly, or even real-time, without manual effort.

[3] Unstructured, Inconsistent Data

Normalization and NLP ensure every record is clean, standardized, and aligned with business categories and taxonomies.  

[4] Frequent Website Structure Changes

AI DOM recognition adapts to new layouts without requiring code updates, eliminating the “scraper breaks every week” problem.   

[5] Limited Flexibility in Field Selection

The Custom Field Selector gives full control, allowing users to extract ANY field, even non-standard ones unique to each industry.  

[6] Anti-Bot Blocking

Retail Satori uses a human-like reading engine, significantly reducing blocked requests and enabling stable long-term automation.  

5. Gallery

6. Product Features

Single-URL Automated Crawling −
Users can enter any listing URL, and the system will automatically scan all pages, including pagination or infinite scroll.
Custom Field Selection +
AI Structure Recognition +
Scheduling & Auto-Run +
Multi-Website Parallel Scanning +
Data Export (Excel, CSV, Google Sheets API) +
Analytics Dashboard +
Error Monitoring & Self-Healing +
Anti-Blocking Engine +

relipa

A Partner Invested in Your Long-Term Success

Contact to our experts