xMap AI
The First Generative AI Location Intelligence Platform, We use geospatial Large Language Models to help investors, and consultants make decisions in minutes rather than days
What it is
XMAP is a market intelligence platform delivered as both a web application and a Chrome sidepanel extension that enriches the Google Maps workflow with location and POI (point-of-interest) insights. It helps users quickly evaluate areas and places using clear, structured analytics and a tiered access model.
Key Capabilities
Google Maps enhancement (Extension + Web): Works alongside browsing/searching on Google Maps and surfaces insights in a dedicated panel.
Location-level insights: Provides summary analytics for a selected map area to support high-level market understanding.
Place/POI insights: Shows detailed information for selected places to support evaluation and comparison.
Premium metrics: Supports paid-only insights such as area and estimated foot traffic for specific POIs.
Tiered access experience:
Free users see core insights.
Premium users unlock advanced metrics.
UI communicates premium value clearly without disrupting the layout.
System Overview (High Level)
Frontend: A modern React-based UI powering both the web experience and the extension panel.
Backend APIs:
Core API for app-level functionality and user context.
A dedicated “tools/insights” API for market intelligence endpoints.
API Gateway: Sits in front of the tools/insights API to handle access control, policy enforcement, and usage limits.
Quota & usage controls: Supports credit/quota-based consumption aligned to user tier.
Product & UX Highlights
Fast, context-aware insights: Designed to feel responsive while users explore maps and click POIs.
Click-driven detail fetching: Detailed POI insights are triggered by explicit user actions to avoid unnecessary calls and noisy UX.
Premium UX patterns: Premium rows/metrics are integrated into the experience (not bolted on), encouraging upgrades in a clean, user-friendly way.
Engineering & Delivery Strengths (Resume-Friendly)
Full-stack ownership across UI, extension delivery, APIs, and gateway-based policy control.
Production-like architecture with service separation, gateway enforcement, and quota-aware feature access.
Containerized workflow enabling consistent local development and deployable infrastructure patterns.
Best Fit Use Cases
Retail/site selection: Evaluate markets and locations with structured insights.
Brand expansion planning: Compare POIs and areas to prioritize opportunities.
On-the-fly analysis: Get quick intelligence while browsing Google Maps without switching tools.