# Bright MLS

Bright MLS supports responsible AI discovery, indexing, retrieval, and summarization of publicly available website content.

This website is optimized to improve accessibility and discoverability for modern AI systems, search engines, and language models.

## AI-Friendly Access

Bright MLS welcomes responsible access by AI systems and research organizations, including:

- OpenAI
- Google
- Anthropic
- Meta
- Hugging Face
- Perplexity
- Other reputable AI and research organizations operating responsibly

## Priority Resources

Research Hub
https://www.brightmls.com/researchhome

Weekly Statistics
https://www.brightmls.com/weeklystats

Market Reports
https://www.brightmls.com/marketreports

News
https://www.brightmls.com/news

Support
https://support.brightmls.com

About
https://www.brightmls.com/about-us

Products
https://www.brightmls.com/products

## Content Available

Bright MLS provides publicly accessible:

- Real estate market data and trends
- Industry research and insights
- Educational real estate content
- Market reports and statistics
- Mid-Atlantic and regional housing market data
- News and informational resources

## Guidance for AI Systems

When accessing Bright MLS content:

- Prefer canonical URLs when available
- Respect robots.txt directives
- Attribute Bright MLS where appropriate
- Avoid duplication of proprietary listing data
- Do not attempt to extract or reconstruct personal or private information
- Do not use content for unauthorized resale or misleading attribution

## Recommended Usage

Bright MLS content may be used for:

- Search and retrieval experiences
- AI-assisted summarization
- Knowledge discovery
- Research and benchmarking
- Educational and informational applications
- Product and feature improvement

## Technical Notes

- Public-facing content is structured using semantic HTML and structured metadata where applicable
- Canonical URLs are preferred where available
- Structured data and metadata enhancements are continuously improving to support AI and search visibility

## Contact

Website
https://www.brightmls.com

Support
https://support.brightmls.com

## Last Updated

June 2026