SERP Analysis

SkillSearch

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.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the SERP Analysis skill

What this skill tells your AI

The instructions your AI receives, as published by sandbaseai/sandbase-skills in research/serp-analysis/SKILL.md and read by ahel’s review.

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

For every selected tool, call sandbase_describe_tool first and use only arguments in its current input schema. Then call sandbase_call_tool with the exact tool_name.

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?"

Signals

GitHub stars
164
Forks
12
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
serp-analysis-sandbaseai
Source
github.com/sandbaseai/sandbase-skills