Structured data is the umbrella term. In 2026 it almost always means JSON-LD using Schema.org, but historically it has also covered microdata, RDFa, and site-specific feed formats (Open Graph, Twitter Cards, Product Feed).
The practical advice: pick one format (JSON-LD), ship it everywhere, validate it in CI. A partial structured-data footprint is worse than none because it confuses the retriever.