---

name: serp-analysis description: Analyze Google search results, SERP features, and organic rankings through SandBase DataForSEO. Use when asked for SERP analysis, Google ranking research, search feature identification, or organic visibility assessment.

SERP Analysis

Google Search Engine Results Page analysis through SandBase. Inspect live organic rankings, identify SERP features, discover related searches, and analyze autocomplete suggestions. Read the API map before selecting a capability.

Call SandBase capabilities

Use the capability identifiers below as discovery hints, not MCP tool names. Find the matching endpoint with sandbase_discover(q: "<provider and capability>"); use its returned name in sandbase_inspect(name: "<returned name>"). Read inputSchema, pricing, and execute_as, then call sandbase_run using execute_as.arguments.name and schema-defined arguments. If a run_id is returned, poll sandbase_run_get(run_id: "<returned run_id>") within the task budget until completed or failed; report pending or failed runs without resubmitting them automatically.

Operating principles

• SERP data is a snapshot — rankings change. Note the observation timestamp.
• Distinguish organic results from paid, featured snippets, and other SERP features.
• Specify country, language, and device for accurate results.
• Use related searches and autocomplete for query expansion research.

Workflow

1. Inspect organic SERP

Use dataforseo_v3_serp_google_organic_live_advanced to get live organic results for a query.

2. Discover related queries

Use dataforseo_v3_serp_google_related_searches_live_advanced to find related searches. Use dataforseo_v3_serp_google_autocomplete_live_advanced for autocomplete suggestions.

Output

Return: top organic results (title, URL, position, SERP features), featured snippets, People Also Ask, related searches, and competitive analysis.

Example tasks

• "What's ranking on page 1 of Google for [keyword] in the US?"
• "What SERP features appear for [keyword]? (featured snippet, videos, images, PAA)"
• "Find Google autocomplete suggestions for [seed keyword]."
• "What related searches does Google show for [query]?"
• "Compare the SERP for [keyword A] vs [keyword B] — who ranks for both?"