本文へ移動
cccskills
無料GitHub で公開

serp-analysis

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.

インストール方法を見る

含まれるファイル(2)

  • SKILL.md2.3 KB
  • references/sandbase-api-map.md1.0 KB

SKILL.md(原文)

インストールする前に、エージェントに与えられる指示の中身を確認できます。

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?"

レビュー

まだレビューはありません。使ってみた感想をお寄せください。

同じリポジトリのスキル

概要と使いどころ

Search academic papers, scholarly articles, and research publications through SandBase. Use when asked for literature review, academic citations, scholarly research, paper discovery, or scientific evidence gathering.

日本語の概要は準備中です。原文の説明を表示しています。

sandbaseai/sandbase-skills2032026年9月26日 更新

Research emerging academic trends by combining scholarly databases, web sources, and news to identify rising research areas, breakthrough papers, and shifting scientific consensus. Ideal for R&D teams tracking frontier science.

日本語の概要は準備中です。原文の説明を表示しています。

sandbaseai/sandbase-skills2032026年9月26日 更新

Create, implement, or review accessibility review work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on accessibility review.

日本語の概要は準備中です。原文の説明を表示しています。

sandbaseai/sandbase-skills2032026年9月26日 更新

Plan, implement, or review agentic eval work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests agentic eval work.

日本語の概要は準備中です。原文の説明を表示しています。

sandbaseai/sandbase-skills2032026年9月26日 更新

ai-seo

無料

Create or review ai seo deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for ai seo work.

日本語の概要は準備中です。原文の説明を表示しています。

sandbaseai/sandbase-skills2032026年9月26日 更新

Apply airflow dag patterns in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses airflow dag patterns or its strengths fit the task.

日本語の概要は準備中です。原文の説明を表示しています。

sandbaseai/sandbase-skills2032026年9月26日 更新

sandbaseai のスキルをすべて見る

このスキルの問題を報告する