50 autonomous agents read the market you don't see.

9 agents to gather data

Data Collection

This first set of agents dynamically explores categories and orchestrates prioritized data collection, with geographically differentiated coverage across countries and marketplaces, to extract product and seller information from public pages.

Taxonomy Discovery Crawler Offer Graph Extractor Targeted Backfill Engine Crawl Budget Scheduler Self-Healing Parser Freshness SLO Monitor Geo-Distributed Fetchers Headless Rendering Service Crawl Control Plane
11 agents to structure data

Structuration

Makes every signal comparable across sites, languages, currencies and time. No cross-market figure holds without this layer.

Canonical Listing Resolver Cross-Market Record Linkage Syndicated Review Deduplicator Price Series Imputation Variant & Bundle Clusterer Seller Identity Graph Temporal Resampling Engine Changepoint & Anomaly Detector Ontology Alignment Engine Rank Quantile Normalizer FX & VAT Normalizer
9 agents to Estimate GMV for each product

Estimations

Reconstructs the sales nobody publishes: GMV at product, category and seller level.

Product Sales Nowcaster Effective ASP Estimator Assortment Coverage Analyzer Category Roll-Up Estimator Bottom-Up GMV Sizer Longitudinal Market Store Seller-Level Nowcaster Market Share Estimator Estimator Calibration Layer
10 agents to sort out noise from valid information

Intelligence

The mathematical layer: decomposition, propagation, learning.

Momentum Signal Detector Breakout Trend Detector Inverse-Variance Source Weighting Federated Peer Benchmark STL Decomposition Engine Graph Signal Propagation Cross-Market Transfer Estimator Lead-Time Seasonal Forecaster Bayesian Shrinkage & Credible Intervals Active Learning Loop
10 agents to transform insights into growth

Activation

Turns market GMV into one decision per team, assortment, seller recruitment, pricing, KAM, delivered every Monday, with proof of impact.

First-Party Data Onboarding Expected GMV Ranker Seller Performance & Churn Tracker Incrementality Attribution Engine Assortment Gap Engine Assortment Recommender Seasonal Window Alerter Seller Recruitment Lead Scoring Competitive Price Index Monday Gap Plays Compiler