Platform

Built for Complexity

We extract data from 100+ platforms worldwide, even in highly complex environments like:

JavaScript-heavy frontends

Encrypted APIs

Mobile app payloads (iOS + Android)

Sessionized, closed-loop ecosystems

Region-specific anti-bot defenses

Inside the Engine

Under the hood, our engine combines multiple extraction techniques and routing strategies to capture data others can’t.

Browser automation

mimics real user behavior to navigate dynamic, JavaScript-heavy websites and extract rendered content at scale.

Low-level API sniffing

detects and leverages hidden or undocumented data streams exposed during app or site interaction.

Mobile reverse engineering

uses runtime analysis and instrumentation tools such as Frida and memory inspection to work with data from native apps.

Adaptive scraping layer

monitors structural changes, reconfigures extractors automatically, and routes tasks through the optimal path in near real time.

Anakin Proxy Management Service (APMS) auto-rotates across global proxy networks and intelligently routes requests based on domain, geography, latency, and anti-bot strategies.

The result? You get reliable, real-time market data from places no one else can reach - with 99%+ accuracy, at billions of data points per day.

Product Matching Engine

Accurate SKU-to-SKU comparisons using machine learning, visual similarity checks, and human-in-the-loop validation.

Core Capabilities

Product Matching at Scale

Matches 100K+ products daily across e-commerce, grocery, mobility, and more.

Optimized for Real-World Data

Handles messy catalogs, inconsistent listings, and platform-specific quirks.

Configurable Matching Logic

Client, category, & platform-level controls with exact/fuzzy match thresholds.

Enterprise-Grade Accuracy

Maintains <2% error rate with human-in-the-loop QA for edge cases.

Human Oversight Advantage

We go beyond “does this match?” to “how similar, and how relevant?” - with configurable rules.

Expert matchers trained on proprietary, domain specific rulebooks

Internal tools for overrides, audit trails, and exception handling

QA sampling for high value categories and borderline matches

Cross-Industry Impact

A domain-aware intelligence layer delivering precise insights across e-commerce, mobility, delivery, finance and more.

Pricing Visibility

SKU-level pricing across regions and channels to compare and react quickly.

Competitor Stock Insights

Competitor availability & stock trends to monitor shortages, and demand shifts.

Assortment Intelligence

Tracks dynamic shifts in category assortment across platforms and product lines.

Mobility Benchmarking

Fee and ETA benchmarking in delivery and mobility across zones and service types.

Delivery and Analytics

Seamlessly delivers insights into daily workflows, helping teams act quickly without digging through dashboards or reports.

Natural Language Dashboards

Ask questions, get instant answers.

Responses powered by structured search and pre-modeled datasets

No SQL, no training - just decision-ready insights

Developer-Friendly APIs

REST and GraphQL APIs with robust schema support

Used to power: dynamic pricing, real-time availability, and routing logic.

Built to support both real-time and batch processing at scale

Delivery Modes

Push-based: Scheduled exports via webhook, S3, or email

Pull-based: On-demand via API

Trigger-based: Data flows initiated by business events (e.g. product launch, competitor promo)