Editorial, sponsorship & affiliate disclosure

Last updated October 31, 2026

Hospitality AI Stack is independent. We aim to earn revenue in ways that never compromise editorial judgment:

• Free listings: any relevant tool can be listed for free.
• Featured listings and sponsorships: when offered, they are clearly labeled "Featured" or "Sponsored." Payment never buys a review, a ranking, or inclusion in OpsRecipes.
• Affiliate and referral links: some outbound links may be affiliate or referral links. If you buy through them we may earn a commission at no extra cost to you. Such links use rel="sponsored".
• Outbound tracking: links to vendor sites include UTM tags (utm_source=hospitalityaistack) so vendors can see that traffic came from us. No personal data is passed.
• No employer affiliation: this is a personal project and isn't affiliated with or endorsed by any employer.