1. Editorial independence
Directory rankings and pairing scores are computed from the underlying embeddings. They are not affected by sponsorship, listing-claim status, or any commercial relationship. Featured-placement sponsorships are visually labeled.
2. Sponsorships
We offer paid sponsor slots on the homepage and on selected mode/ingredient pages. Sponsor content is always labeled "Sponsored" or "Featured" and is never blended into the algorithmically-ranked lists.
3. Affiliate links
We do not currently use affiliate links. If we add them, they'll be labeled and the affiliate relationship will be disclosed on the relevant page.
4. Data sources
The pairing data derives from the published arXiv methodology paper plus publicly available co-occurrence and chemistry corpora; citations and methodology details live on the directory's About page.