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The Three Lives of Schema Markup: A Beginner's Guide to How Google and LLMs Actually Use It

suganthan.com · published 13 May 2026

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https://www.schemaapp.com/schema-markup/google-search-central-live-toronto-what-actually-matters-in-ai-search/

schemaapp.com

https://markwilliamscook.substack.com/p/schema-llms-and-the-low-bar-for-evidence

markwilliamscook.substack.com

https://arxiv.org/abs/1910.10683

arxiv.org

https://papers.neurips.cc/paper_files/paper/2024/file/370df50ccfdf8bde18f8f9c2d9151bda-Paper-Datasets_and_Benchmarks_Track.pdf

papers.neurips.cc

https://aclanthology.org/2024.acl-long.840.pdf

aclanthology.org

https://ahrefs.com/blog/google-knowledge-graph/

ahrefs.com

https://arxiv.org/abs/2005.14165

arxiv.org

https://arxiv.org/abs/1905.07129

arxiv.org

https://arxiv.org/abs/2205.08184

arxiv.org

https://arxiv.org/abs/2211.02744

arxiv.org

https://arxiv.org/abs/2602.14080

arxiv.org

https://searchengineland.com/schema-markup-ai-search-no-hype-472339

searchengineland.com

https://ahrefs.com/blog/schema-ai-citations/

ahrefs.com

https://www.seroundtable.com/chatgpt-perplexity-structured-data-text-40862.html

seroundtable.com

https://www.seoriddler.com/p/google-search-central-toronto-highlights

seoriddler.com

https://www.iloveseo.net/the-ahrefs-schema-study-is-right-and-its-testing-the-wrong-thing/

iloveseo.net

https://www.schemaapp.com/schema-markup/what-is-an-id-in-structured-data/

schemaapp.com

New helper added: Google Rich Results Test – Check if your page supports Google's rich results. Read at the source ↗

search.google.com

https://webgraph.metehan.ai/

webgraph.metehan.ai

https://developers.google.com/search/docs/appearance/structured-data/sd-policies

developers.google.com

https://developers.google.com/search/docs/appearance/structured-data/faqpage

developers.google.com