Hands-On: SERP API in Python, A Complete Walkthrough

Why normalize the SERP response immediately after fetching, rather than working with the provider's native shape downstream?

• ANormalizing is required for storage
• BNormalizing isolates provider-specific field names from your business logic, making provider migration mechanical
• CIt speeds up the API
• DNative shapes are too small