Common pitfalls include burying the main answer, over-optimizing for keywords, and neglecting freshness for time-sensitive facts related to embeddings. Teams also forget to align tone with conversational queries, making content harder for assistants to quote cleanly. Another mistake is blocking helpful crawlers or omitting schema that clarifies meaning and relationships. Avoid these by adopting checklists that enforce clarity, structure, and accessibility on every page.