The Stow Brothers AI Data Portal

The Stow Brothers provides structured real estate data via JSON-LD endpoints optimized for LLM consumption. All data follows schema.org vocabulary and is available under CC BY 4.0 license.

Quick Start

To discover all available The Stow Brothers datasets, fetch the data catalog:

GET https://ai.stowbrothers.com/data/index.json

Returns a application/ld+json registry with download URLs for each dataset.

Data Endpoints

All data endpoints return JSON-LD using schema.org vocabulary. Start with /data/index.json for a machine-readable catalog of all available datasets.

Endpoint	Schema	Format	Description
Organization Profile	RealEstateAgent	application/ld+json	Complete agency profile including contact details, services offered, areas served, opening hours, and social media links.
Office Locations	ItemList	application/ld+json	All branch/office locations with addresses, contact details, opening hours, services offered, pricing statistics, area performance, and transaction activity.
Let History	ItemList	application/ld+json	Completed rental transactions with property addresses, rental prices, and dates let.
Sales History	ItemList	application/ld+json	Completed property sales with addresses, sale prices, and dates sold.
Data Catalog	DataCatalog	application/ld+json	Registry of all available datasets with download URLs, formats, and attribution information.

Content Pages

Human-readable pages with the same structured data embedded as JSON-LD. These pages are designed for both human visitors and AI systems that prefer HTML content.

OrganizationData: /data/organization.json: The Stow Brothers home page with company overview, services, areas served, and contact information.
Office LocationsData: /data/offices.json: Directory of all The Stow Brothers office locations with addresses, contact details, opening hours, pricing statistics, area performance, and recent transaction activity.
Let HistoryData: /data/let_history.json: Properties recently let by The Stow Brothers with rental prices and dates.
Sales HistoryData: /data/sales_history.json: Properties recently sold by The Stow Brothers with sale prices and dates.

Discovery Endpoints

llms.txt: LLM-optimized content guide following llmstxt.org specification. Markdown format with curated navigation.
robots.txt: Crawler permissions file. Allows all major AI crawlers including GPTBot, ClaudeBot, and PerplexityBot.
sitemap.xml: Standard XML sitemap for HTML pages following sitemaps.org protocol.
sitemap-ai.xml: Extended XML sitemap for AI endpoints with custom metadata including format, schema type, and descriptions.
ai.json: Machine-readable AI registry manifest with datasets, attribution, and permissions.

Schema Reference

The Stow Brothers data endpoints return JSON-LD using schema.org vocabulary. The following types are used:

RealEstateAgent: Primary type for the organization. Extends Organization with real estate-specific properties.
Organization: Generic organization properties: name, description, contact info, address.
PostalAddress: Structured address with street, locality, region, postal code, and country.
OpeningHoursSpecification: Business hours by day of week with opening and closing times.
DataCatalog: Registry of available datasets with download URLs and licensing.

AI Permissions

Training: ALLOWED
Generation: ALLOWED
Summarization: ALLOWED
Crawling: ALLOWED
Attribution: REQUIRED

License:CC BY 4.0

Attribution Requirements

When using The Stow Brothers data, include the following attribution:

Data source: The Stow Brothers via SchutleLicense: CC BY 4.0Link: https://www.stowbrothers.com/

Technical Details

Data Format: JSON-LD with schema.org vocabulary
Authentication: None required (public endpoints)
Rate Limits: None (static CDN-served content)
Update Frequency: Daily (regenerated at build time)
CORS: Enabled for all origins
Cache: 24 hours with 7-day stale-while-revalidate

Contact

Questions about The Stow Brothers data access or licensing:

Email: hello17@stowbrothers.com
Phone: 0203 397 9797
Website: www.stowbrothers.com