Pangolinfo AI SERP

Free Caution 88 lines By Pangolinfo Analytics SEO

Description

Run Google searches from Claude and get structured JSON back: organic results, Google AI Overview content when Google returns it, and AI Mode answers with multi-turn follow-up questions. Optional page screenshots help you keep a record of what the results page looked like. Useful for SEO and GEO research: checking which pages Google cites in AI Overviews, tracking how AI Mode answers a buyer question, or feeding SERP data into a research pipeline. A small Python helper (standard library only) calls the Pangolinfo API.

What Claude Learns

→ Run Google SERP queries and read organic results as structured JSON
→ Extract Google AI Overview content when it is returned
→ Run AI Mode searches with multi-turn follow-up questions
→ Capture optional SERP screenshots for audit trails
→ Authenticate with a Pangolinfo token or email + password
→ Read API error codes and AI Mode / AI Overview API references

Installation

This skill needs its whole folder (SKILL.md plus scripts/ and references/), not SKILL.md alone.

git clone --depth 1 https://github.com/Pangolin-spg/openclaw-skills.git /tmp/pangolinfo-skills
mkdir -p ~/.claude/skills
cp -R /tmp/pangolinfo-skills/pangolinfo-ai-serp ~/.claude/skills/

# Then set your Pangolinfo credentials (get them at https://tool.pangolinfo.com/):
export PANGOLIN_TOKEN="..."

Requires Python 3.6+ (standard library only).

Stack & Dependencies

Claude Code Python 3.6+ (standard library) Pangolinfo API

Editor’s note What our review found

Vendor-submitted by Pangolinfo. We reviewed the code on 2026-10-22. We did not run it against the live API, and this listing is not an endorsement by us, Amazon, or Google.

What we checked: the Python helper uses only the standard library. It connects only to the Pangolinfo API (scrapeapi.pangolinfo.com). It does not run other programs.

Cost: the skill files are free (MIT license). Every data call uses Pangolinfo credits, so you need your own Pangolinfo account. A free plan gives 60 credits per month with no credit card (checked on the Pangolinfo pricing page on 2026-10-23). Paid plans add more credits for higher usage.

Credentials: use PANGOLIN_TOKEN if you can. If you log in with email and password, the helper saves the token as plain text in ~/.pangolin_token (scripts/pangolinfo.py). The file is readable only by your user account (permission 600), but it is not encrypted. Delete that file when you no longer need it.

Use Cases

Run Google SERP queries and read organic results as structured JSON

Using Claude Code and Python 3.6+ (standard library)

Extract Google AI Overview content when it is returned

Using Claude Code and Python 3.6+ (standard library)

Run AI Mode searches with multi-turn follow-up questions

Using Claude Code and Python 3.6+ (standard library)

Capture optional SERP screenshots for audit trails

Using Claude Code and Python 3.6+ (standard library)

Authenticate with a Pangolinfo token or email + password

Using Claude Code and Python 3.6+ (standard library)

Related Skills

Frequently Asked Questions

What technologies does Pangolinfo AI SERP require?

This skill works with Claude Code, Python 3.6+ (standard library), and Pangolinfo API. Make sure these are available in your project before using the skill with Claude Code.

How detailed is the Pangolinfo AI SERP skill?

Pangolinfo AI SERP contains 88 lines of structured instructions covering 6 key areas. It provides focused guidance including specific implementation patterns, not just surface-level tips.

Is Pangolinfo AI SERP free to use?

Yes u2014 Pangolinfo AI SERP is free. Install it directly with one command (`npx mkt-skills install pangolinfo-ai-serp`) or download the SKILL.md file and drop it into your `~/.claude/skills/` directory. No account, no sign-up, no license fee.

What will Claude Code learn from this skill?

Claude Code will gain expertise in: Run Google SERP queries and read organic results as structured JSON; Extract Google AI Overview content when it is returned; Run AI Mode searches with multi-turn follow-up questions; and 3 more areas.

Download SKILL.md GitHub

---
name: pangolinfo-ai-serp
description: >
  Programmatic Google SERP + AI Overviews (including AI Mode multi-turn) via
  Pangolinfo APIs, with optional page screenshots. Use when you need structured
  results (JSON) for pipelines/agents. Requires PANGOLIN_TOKEN or
  PANGOLIN_EMAIL + PANGOLIN_PASSWORD.
homepage: https://www.pangolinfo.com/ai-serp-skill/
license: MIT
metadata:
  openclaw:
    emoji: "🔎"
    os: ["darwin", "linux"]
    requires:
      env: ["PANGOLIN_TOKEN"]
      notes: "Auth: set PANGOLIN_TOKEN (recommended) OR set PANGOLIN_EMAIL + PANGOLIN_PASSWORD"
---

# Pangolinfo AI SERP (Google SERP + AI Overviews)

Search Google programmatically via **Pangolinfo** APIs.
Extract **Google AI Overviews**, run **AI Mode** searches with **multi-turn follow-ups**, and optionally capture **screenshots**.

## Migration note (Amazon)

Amazon scraping is now a separate skill: **Pangolinfo Amazon Scraper**.

If you previously used Amazon features from the combined skill, install the new Amazon skill and switch your `--mode` usage accordingly.

## Prerequisites

- **Python 3.6+** (standard library only)
- A **Pangolinfo account**: https://tool.pangolinfo.com/
- Auth env vars (choose one):
  - `PANGOLIN_TOKEN` (recommended)
  - or `PANGOLIN_EMAIL` + `PANGOLIN_PASSWORD`

```bash
export PANGOLIN_TOKEN="..."
# or
export PANGOLIN_EMAIL="..."
export PANGOLIN_PASSWORD="..."
```

## Minimal examples

AI Mode search:

```bash
python3 scripts/pangolinfo.py --q "what is quantum computing" --mode ai-mode
```

Standard SERP + AI Overview extraction (+ optional screenshot):

```bash
python3 scripts/pangolinfo.py --q "openclaw" --mode serp --screenshot
```

Multi-turn dialogue (AI Mode follow-ups):

```bash
python3 scripts/pangolinfo.py --q "python web frameworks" --mode ai-mode 
  --follow-up "compare flask vs django" 
  --follow-up "which is better for beginners"
```

## Output

The script prints structured JSON to stdout.

Key output fields:
- `organic_results[]`
- `ai_overview[]` (only when returned)
- `screenshot` (only when requested and available)
- `task_id`, `success`

## Links

- Product: https://www.pangolinfo.com/ai-serp-skill/
- AI Overview SERP API: https://www.pangolinfo.com/ai-overview-serp-api/
- AI Overview API documentation: https://docs.pangolinfo.com/en-api-reference/aiModeSerpApi/aiModeSerpAPI
- Source: https://github.com/Pangolin-spg/openclaw-skills/tree/main/pangolinfo-ai-serp

## Deep-dive references

- [references/ai-mode-api.md](references/ai-mode-api.md)
- [references/ai-overview-serp-api.md](references/ai-overview-serp-api.md)
- [references/error-codes.md](references/error-codes.md)

Connect to the directory

Use every skill straight from your AI agent. Choose how to connect:

MCP Server

A remote Model Context Protocol server (Streamable HTTP) — works in any MCP client.

Claude Code

claude mcp add --transport http mkt-skills https://marketingskills.directory/wp-json/mkt/v1/mcp

Claude Desktop / Cursor config

{
  "mcpServers": {
    "mkt-skills": {
      "type": "http",
      "url": "https://marketingskills.directory/wp-json/mkt/v1/mcp"
    }
  }
}

Endpoint /wp-json/mkt/v1/mcp · 7 tools · mcp.json

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