Search APIs
A web index, a SERP snapshot, and a first-party performance report represent different kinds of evidence. These guides help you choose a source, define its contract, and budget for the workload you actually need.
Follow the reading pathRESOURCES
Pick a path.
Keep your curiosity.
Move from a first concept to a reviewable workflow with field guides, response examples, and source-aware reading paths.
SEO workflows
Build a keyword register and a reporting pipeline that preserve source context. These guides focus on stable cohorts, explicit metric definitions, page identity, and coverage—not promises about rankings.
Follow the reading pathAI & Search
Explore the boundary between search results and generated answers. This collection covers evidence selection, citation checks, uncertainty, and the controls needed when a model reads outside content.
Follow the reading pathEngineering
Search integrations need more than a successful response. These guides examine authorized collection, parser validation, finite retries, response states, and the operational boundaries that keep a workflow understandable.
Follow the reading pathSMALL FILES. USEFUL PATTERNS.
A few things to build from.
Local JSON examples
Inspect three illustrative response patterns. Copy, download, or read them from your own static host.
Explore the examplesThe field dictionary
Keep query context, synthetic observations, and source references easy to understand.
Read the field mapA workload-first cost guide
Model request volume and usable observations with explicitly hypothetical arithmetic.
Plan a pilot budgetBROWSE BY QUESTION
Follow a topic across the guides.
YOUR NEXT IDEA STARTS HERE
A little search data.
A whole lot of possibility.
Explore the patterns, understand the tradeoffs, and build from a clearer starting point.