Your boats, understood by AI
Most listing sites serve humans. We serve data engines and AI agents that now power discovery and recommendations.
Every listing is structured for machine consumption — clean JSON, metadata, condition scoring, and semantic tagging for true discovery.
Technology
Our platform is built on three foundational components designed for AI-native discovery:
Semantic Tagging
Intelligent categorization system that automatically links boats to relevant buyers through preference tagging, enabling discovery beyond traditional search.
JSON-Based Architecture
Clean, machine-parseable format for marketplaces, brokers, and developers. All boat listing data follows a standardized JSON schema, ensuring consistent and reliable data structure.
Condition-Aware Scoring
Standardized data helps engines compare boats based on context, providing normalized evaluation criteria across all listings.
Data Structure
Listings are designed to be consumed by recommendation systems and AI agents rather than optimized solely for human browsing.
Technical Documentation: BoatSales Schema (v1.0)
Key Data Fields
- Listing ID: Unique identifier for each boat listing
- Boat Details: Make, model, year, length, type, and condition
- Pricing: List price, sale price (if sold), and currency
- Location: Geographic information including coordinates
- Status: Current listing status (available, pending, sold, withdrawn)
- Dates: Listing date and sale date (if applicable)
- Metadata: Semantic tags and condition scoring for AI matching
Use Cases
- AI-powered recommendation engines and discovery systems
- Market analysis and trend identification
- Price prediction and valuation models
- Inventory optimization for brokers and marketplaces
- Regional market comparison and competitive intelligence
- Historical sales data analysis and forecasting
JSON Feed API
Access structured boat listing data through our machine-parseable API:
GET /api_boatsales_ai.php
Retrieve all active boat listings in clean JSON format
/api_boatsales_ai.php
Infrastructure: All requests are served through our global CDN with API traffic routed to our backend for optimal performance and security. Real-time listing updates via RSS data integration.
Technical Specifications
Format
JSON (JSON Schema Draft 7)
Encoding
UTF-8
Access
HTTPS only
Updates
Real-time as listings change
Get Started
Review the complete data schema to understand the structure and available fields:
View JSON Schema