Pangolinfo AI SERP Plugin

Author: Pangolinfo Version: 0.0.2 Type: tool (search_and_intelligence)

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Introduction

Pangolinfo AI SERP empowers your Dify agents with real-time, synthesized search intelligence. Beyond traditional link-fetching, it merges cutting-edge AI Overviews with organic SERP data, global Search Trends, and Local Map insights. This official plugin delivers clean, LLM-ready structured data, making it the ultimate foundation for building hallucination-free AI search engines (Perplexity-style), automated fact-checking bots, and local SEO intelligence.

🎁 Quick Start Bonus: New users receive 60 complimentary credits upon registration at Pangolinfo—start building your first production-grade search agent for free!

Powered by Pangolinfo API. 👉 Get your API Key & Documentation: https://www.pangolinfo.com/ai-serp-skill/?referrer=dify_plugin_serp

Features

Direct AI Answers (AI Mode): Generate highly condensed AI summaries instantly. Bypass secondary LLM processing to drastically reduce token consumption and response latency.

Evidence-Based RAG (AI Overview): Retrieve rich organic results paired with AI citations. Perfect for building trustworthy, citation-ready agents with zero hallucination.

Local Intelligence (Map Data): Extract high-fidelity map data (ratings, contact info, and precise coordinates) for automated lead generation and local SEO.

Predictive Market Insights: Access global search interest and trend data to power data-driven market research and content strategy.

Enterprise-Grade Resilience: Seamlessly bypass anti-bot systems across global regions and languages with consistent uptime.

Setup

Prerequisites

Before integrating this plugin, ensure you have:

A Pangolinfo account with an active balance.

🎁 60 Free Credits: New users receive 60 complimentary credits upon registration—perfect for testing your first search-driven AI agents!

A Production-grade API Key (obtained via the Authentication API for long-term stability).

An understanding of your target search actions: aiMode (Speed & Cost), aiOverview (Citations & RAG), map (Local Info), or trends (Market Insights).

Configuration Steps

Generate your API Key:

• Visit the Pangolinfo Official Portal and sign up.
• Claim your Reward: Your 60 free credits will be automatically added to your dashboard.
• Generate a long-term API Key via the Authentication API.

Note: To prevent Dify workflow interruptions, avoid using temporary playground tokens. Always use a production-grade long-term key. |

Configure the Plugin in Dify:

• Navigate to the plugins/tools section in Dify
• Select Pangolinfo AI SERP
• Click To Authorize
• API Key: Enter your long-term Pangolinfo API key
• Click Save to store the configuration

Usage

High-Speed Fact Checking (aiMode)

To extract a pure AI-generated summary without the bloat of traditional web pages:

Parameters:

• Query (required): Core announcements from Apple Spring Event 2026
• gl: us
• hl: en

Perplexity-Style Search (aiOverview)

To retrieve both an AI summary and traditional SERP links for citations:

Parameters:

• Query (required): What is Agentic Workflow in AI?
• gl: us
• hl: en

Local Business Extraction (map)

To extract structured data of local businesses:

Parameters:

• Query (required): Plumbers in Austin, Texas
• gl: us
• hl: en

Understanding Core Actions

Action	Description
aiMode	Returns only the pure AI-generated summary. Ultra-fast and highly token-efficient.
aiOverview	Returns both the AI summary and the traditional SERP organic result list (links & snippets).
map	Searches for local businesses and extracts structured map data (addresses, coordinates, ratings).
trends	Fetches search volume and interest trend data for a specific keyword over time.

Output Format

The plugin returns structured data for each query. Example for aiOverview:

{
    "code": 200,
    "msg": "success",
    "data": {
        "ai_overview": "Agentic workflows refer to AI systems where autonomous agents...",
        "organic_results": [
            {
                "title": "What are AI Agents? - DeepLearning.AI",
                "link": "https://www.deeplearning.ai/...",
                "snippet": "An AI agent is a system that can use an LLM to reason through a problem..."
            }
        ]
    }
}

How It Works

1. Job Initialization: The plugin sends your query and parameters to the Pangolinfo API.
2. Anti-Bot Routing: Pangolinfo routes the request through residential proxies, bypassing CAPTCHAs.
3. Data Retrieval: Search engine results, AI summaries, or map data are fetched in real-time.
4. Content Structuring: Raw HTML is formatted and converted into clean JSON.
5. Result Delivery: Structured intelligence is returned directly to your Dify LLM or workflow.

Use Cases

1. AI Search Assistant (Perplexity-style)

Create a hallucination-free search agent:

Action: aiOverview
Query: {user_input}
Prompt: Use the AI overview to answer, and list the organic\_results as citations at the bottom.

2. Automated News Briefing

Extract high-speed daily updates with minimal token cost:

Action: aiMode
Query: Top tech news today Prompt: Format the retrieved AI summary into a 100-word daily briefing.

3. Local SEO Lead Generation

Gather structured data from local businesses:

Action: map
Query: Coffee shops in New York
Prompt: Extract businesses with a rating > 4.5 and format as a Markdown table.

4. Market Trend Tracking

Track niche popularity over time:

Action: trends
Query: Mechanical keyboards

Best Practices

• Choose the Right Action: Use aiMode for speed and saving tokens; use aiOverview when citations and deep links are required.

• Specify Locations for Maps: When using the map action, always include the location in the query (e.g., "Electricians in Seattle" instead of just "Electricians").

• Use Long-Term Keys: Always use API keys generated via the Authentication API to prevent workflow disruptions.

• Prompt Clearly: Instruct your LLMs on exactly how to parse the returned JSON fields (e.g., "Read the ai_overview field...").

Performance Considerations

• Real-Time Synthesis: Fetching an aiOverview may take slightly longer than a standard query as the search engine needs time to generate the AI response.

• Token Efficiency: aiMode is the most token-efficient action as it completely eliminates the need for the LLM to read through multiple SERP snippets.

• Rate Limiting: Monitored via your Pangolinfo account credits.

Troubleshooting

Common Issues

• "API key is required" or Authentication error:

  • Verify your API key is correctly entered.
  • Ensure you are using a long-term key, not a temporary playground token.

• Empty Map Results:

  • Check if your query contains a geographical identifier (e.g., city or state).
  • Verify that the requested business type exists in that area.

• No AI Overview Returned:

  • Some highly sensitive or extremely obscure queries may not trigger the search engine's AI overview feature. In such cases, the API will return standard organic results.

• API Limits

  • Available credits are based on your Pangolinfo account plan.
  • All new accounts receive 60 complimentary credits upon registration. This provides enough power for 50 to 60 deep-level tasks, allowing you to test your AI Agent for free.
  • Check your account dashboard on the Pangolinfo website for usage statistics.

Security Considerations

• API keys are transmitted securely via HTTPS.
• Your specific search queries are processed securely by Pangolinfo's infrastructure.
• Do not expose your API key in public Dify App configurations.

Privacy

Please refer to the Privacy Policy on the Pangolinfo website for information on how your data is handled when using this plugin.

Support

For issues or questions:

• Plugin Support: Support@pangolinfo.com
• API Documentation: Pangolinfo Scrape API Documentation
• Official Website: Visit Pangolinfo

Updates and Changelog

Version 0.0.1 (Current)

Initial release for Dify. Support for aiMode, aiOverview, Map Data, and Trends. Last updated: March 2026

🚀 Unlock Full Potential

Need higher rate limits, custom endpoints, or enterprise solutions? 🌐 Visit Pangolinfo Official Website: https://pangolinfo.com/?referrer=dify_plugin_serp