A powerful search integration for AI agents to retrieve structured data from Google SERP, Maps, Shopping, Trends, and Scholar surfaces.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install justserpapi-bwm
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install justserpapi-bwm using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Google Search API Skill?
The Google Search API skill is a comprehensive data retrieval tool designed for Openclaw Skills users who need high-fidelity, structured information from the Google ecosystem. By leveraging the Just Serp API, this skill allows AI coding agents to move beyond static training data and access live web results, academic papers, local business information, and real-time market trends.
This skill is particularly valuable for developers building agents focused on competitive intelligence, SEO monitoring, or automated research. It provides 31 distinct read-only operations, ensuring that your AI agent can target specific Google verticals—like Finance, News, or Lens—to deliver precise and actionable data without the overhead of web scraping.
Google Search API Skill Use Cases
- Conducting deep keyword research and monitoring search engine ranking positions (SERP).
- Extracting local business leads and map data for geographic market analysis.
- Tracking real-time search interest and time-series data via Google Trends.
- Gathering academic citations and scholarly records for research automation.
- Comparing product listings, merchant data, and pricing across Google Shopping.
How Google Search API Skill Works
- The AI agent identifies a research need involving Google data and references the available Openclaw Skills operations.
- The agent selects the most relevant endpoint, such as search, mapsSearch, or TrendsSearch, to minimize data noise.
- A CLI command is constructed using the required parameters like query, country, and language.
- The skill executes a secure GET request to the Just Serp API using the provided JUST_SERP_API_KEY.
- Structured JSON data is returned to the agent, which then parses and summarizes the ranking signals or entity information for the user.
Google Search API Skill Setup
To use this integration within your Openclaw Skills environment, you must first obtain an API key from Just Serp API. Configure your environment as follows:
- Set your API key in your environment variables:
export JUST_SERP_API_KEY='your_api_key_here'
- Run the skill via the CLI using the following pattern:
node {baseDir}/bin/run.mjs --operation "<operation-id>" --api-key "$JUST_SERP_API_KEY" --params-json '{"query":"your search term"}'
Google Search API Skill Data Schema & Taxonomy
The skill organizes data into structured JSON objects based on the specific Google vertical requested. Key data points include:
| Feature | Primary Data Fields |
|---|---|
| Organic Search | Titles, Snippets, URLs, Rankings, Sitelinks |
| Maps | Business Name, Address, Rating, Reviews, Place ID |
| Trends | Interest over time, Related queries, Geospatial interest |
| Shopping | Product titles, Prices, Merchant info, Product images |
| Scholar | Article titles, Authors, Citations, Publication Year |
Google Search API Skill Advanced Features
- Access to 31 specialized GET operations covering niche Google surfaces like Jobs, Hotels, and Finance.
- Support for granular geographic filtering using the geo and country parameters for localized research.
- Native integration with AI result surfaces to capture modern Search Generative Experience (SGE) data.
- Ability to retrieve raw HTML alongside structured data for custom parsing requirements.
- High-speed data fetching optimized for multi-agent Openclaw Skills workflows.
SKILL.md
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