Structured varietal data and verifiable research provenance for 150+ honey varieties, including the obscure long tail foundation models get wrong. Every compositional datum resolves to a real, published source (DOI/PMID). Per variety: color grade (USDA Pfund band with measured or estimated source), intensity, flavor profile, texture, use cases, best-for pairing tags, primary and secondary countries, and a citation_count pointing to the paid citations endpoint. Melvea IP only.

Full editorial article (Melvea Fine Print): clean markdown body + metadata + entity pointers into the paid catalog/citations/recommend surfaces. Melvea-authored pieces only; external news items are attribution-only on the free index. No prices, no Amazon content.

Grounded honey recommendations: send a flavor/use/occasion intent, receive ranked varieties chosen from Melvea's proprietary flavor, terroir, and scoring corpus — each with a grounded reason. Recommends on taste and use, not health.

Per-variety research citations backing a honey variety's compositional and sensory data — verified, Rule-11-clear, each resolvable to a real published source (DOI/PMID). Bibliographic records only.