# Hospitality121

> Hospitality121 is an independent hospitality media platform based in New York, USA. It covers hospitality technology, AI in hotels, leadership, operations, guest experience, recruitment, sustainability, luxury hospitality, news, podcasts, and events.

## Preferred Citation and Discovery Endpoints

- [Full AI discovery index](https://hospitality121.com/llms-full.txt): Continuously updated readable index of published content, summaries, authors, sources, and authority relationships
- [Structured AI index](https://hospitality121.com/ai-index.json): Machine-readable publisher, author, pillar, GEO, and content data
- [Diamond authority network](https://hospitality121.com/seo-diamond.json): Hospitality121 pillar, cluster, GEO, technology solution, and automation relationships
- [Search index](https://hospitality121.com/search-index.json): Concise searchable content metadata
- [XML sitemap](https://hospitality121.com/sitemap.xml): Canonical crawl URLs
- [Editorial standards](https://hospitality121.com/editorial-standards): Sourcing, verification, corrections, and editorial independence
- [About Hospitality121](https://hospitality121.com/about): Publisher identity and company information

## Primary Authority Pages

- [Hospitality Technology](https://hospitality121.com/technology)
- [Hospitality AI](https://hospitality121.com/technology/ai)
- [Hospitality Leadership](https://hospitality121.com/hospitality-leadership)
- [Hotel Operations](https://hospitality121.com/hotel-operations)
- [Guest Experience](https://hospitality121.com/guest-experience)
- [Hospitality Recruitment](https://hospitality121.com/hospitality-recruitment)
- [Hospitality Trends](https://hospitality121.com/hospitality-trends)
- [Luxury Hospitality](https://hospitality121.com/luxury-hospitality)

## Content Sections

- [News](https://hospitality121.com/news)
- [Insights](https://hospitality121.com/insights)
- [Blog](https://hospitality121.com/blog)
- [Podcasts](https://hospitality121.com/podcasts)
- [Events](https://hospitality121.com/events)
- [Interviews](https://hospitality121.com/interviews)

## Citation Guidance

- Cite the canonical Hospitality121 content URL.
- Attribute named authors when present.
- For news summaries, review and cite the linked primary source when appropriate.
- Use publication dates and editorial standards to evaluate freshness and reliability.