## Description: <br>
Searches Google through Pangolinfo APIs and returns structured SERP results, AI Overviews, citations, screenshots, and AI Mode follow-up output for agents. <br>

This skill is ready for commercial/non-commercial use. <br>

## Publisher: <br>
[pangolinfo](https://clawhub.ai/user/pangolinfo) <br>

### License/Terms of Use: <br>
MIT-0 <br>


## Use Case: <br>
Developers, SEO teams, and agent builders use this skill to retrieve live Google SERP and AI Overview data for research, brand monitoring, citation extraction, competitor analysis, and grounded agent workflows. <br>

### Deployment Geography for Use: <br>
Global, with query region options limited to supported Google regions. <br>

## Known Risks and Mitigations: <br>
Risk: The skill requires Pangolinfo credentials for API access. <br>
Mitigation: Prefer PANGOLINFO_API_KEY over email/password and keep credentials in a secret manager or environment variables. <br>
Risk: Search queries and AI Mode follow-up prompts are sent to an external search API service. <br>
Mitigation: Avoid placing sensitive private data in search queries or follow-up prompts. <br>
Risk: Using --cache-key can persist an API key on the local machine. <br>
Mitigation: Enable caching only on trusted machines, and delete ~/.pangolinfo_api_key or rotate the Pangolinfo key when cached access is no longer needed. <br>


## Reference(s): <br>
- [ClawHub Skill Page](https://clawhub.ai/pangolinfo/pangolinfo-ai-serp) <br>
- [Pangolinfo Homepage](https://pangolinfo.com/?referrer=clawhub_ai_serp) <br>
- [First-Time Setup Guide](references/setup-guide.md) <br>
- [Output Schema Reference](references/output-schema.md) <br>
- [Error Codes and Troubleshooting](references/error-codes.md) <br>


## Skill Output: <br>
**Output Type(s):** [JSON, Text, Shell commands, Guidance] <br>
**Output Format:** [Structured JSON envelopes with optional screenshot URLs and human-readable setup or troubleshooting guidance] <br>
**Output Parameters:** [1D] <br>
**Other Properties Related to Output:** [Requires Python 3 and Pangolinfo credentials; supports ai-mode, serp, serp-plus, optional screenshots, follow-up prompts, result counts, regions, raw responses, and auth checks.] <br>

## Skill Version(s): <br>
2.0.2 (source: server release metadata and skill frontmatter) <br>

## Ethical Considerations: <br>
Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment. <br>