Pricing

$20.00 / 1,000 ai web search & rag grounding queries

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AI Web Search & RAG Context Scraper (SERP & Grounding)

Try for free

Perform real-time web search and extract clean organic results, snippet descriptions, and token-efficient markdown context for AI agents and LLM grounding.

Pricing

$20.00 / 1,000 ai web search & rag grounding queries

Rating

0.0

(0)

Developer

Neon Innovation Lab

Actor stats

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Total users

Monthly active users

8 hours ago

Last modified

AI Web Search & RAG Context Scraper (Bing SERP / LLM Grounding)

A lightweight, high-performance web search scraper engineered specifically for AI Agents, RAG pipelines, and LLM prompt grounding. Zero proxy bans.

🚀 Key Features

AI & RAG-Optimized: Outputs pre-formatted markdown blocks ready for immediate injection into Claude, GPT-4, Cursor, and LangChain/LlamaIndex.
Organic Results & Snippets: Clean extraction of page titles, URLs, and contextual descriptions.
No Proxy Fees: Built with optimized Cheerio crawling that avoids heavy browser overhead and Google SERP bans.
Ultra-Low Latency: Processes queries in parallel in under 2 seconds.
Pay-Per-Result: Pay only $0.0015 per query processed.

📥 Input Example

{
  "queries": [
    "best AI agent frameworks 2026",
    "enterprise MCP servers"
  ],
  "maxResultsPerQuery": 10,
  "formatAsRAGMarkdown": true
}

📤 Output Format

{
  "query": "best AI agent frameworks 2026",
  "rank": 1,
  "title": "Top Autonomous AI Agent Frameworks in 2026",
  "url": "https://example.com/ai-frameworks-2026",
  "snippet": "A comprehensive review of multi-agent architectures, MCP protocol support, and production benchmarks...",
  "ragMarkdown": "### [Top Autonomous AI Agent Frameworks in 2026](https://example.com/ai-frameworks-2026)\nA comprehensive review of multi-agent architectures...",
  "scrapedAt": "2026-09-04T03:15:00.000Z"
}

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