Topic desk 04
Market signals
Commerce, property, vehicle, local-business, inventory, pricing, and listing intelligence across markets.
Market guide 03 · 9 min read
Google Maps Local Business Research: From Search Query to Qualified List
A practical method for collecting public place and business fields, deduplicating locations, qualifying leads, and keeping source evidence in local-market research.
Market guide 01 · 10 min read
How to Build an Ecommerce Price and Assortment Monitor
A source-first blueprint for monitoring product prices, availability, sellers, promotions, and assortment changes without confusing observations with ground truth.
Market guide 02 · 11 min read
Real Estate Listing Data: A Multi-Market Collection and Normalization Guide
How to collect and normalize public property listings across marketplaces while preserving price, address, area, agent, source, and observation context.
Market guide 04 · 9 min read
Vehicle Marketplace Data: A 52-Source Monitoring Framework
How to normalize public vehicle listings across marketplaces using make, model, trim, year, mileage, price, seller, location, and source-level evidence.
The product layer
Find the matching live contract.
Filter the AgentX directory, open the current Actor page, and prove a narrow sample before scaling.