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Tolena Web Researcher

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Pay per usage

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Tolena Web Researcher

Tolena Web Researcher

AI-powered research agent that searches the web, analyzes multiple sources with Claude AI, and delivers structured research reports with full citations. Supports basic (3-5 sources) and deep (8-12 sources) research modes.

Pricing

Pay per usage

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Developer

John Detmers

John Detmers

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2 days ago

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AI Web Researcher

AI-powered research agent that searches the web, reads and analyzes multiple sources, and delivers structured research reports with full citations. Powered by Claude AI.

What does it do?

Give it a research question and it will:

  1. Search the web for relevant sources using DuckDuckGo
  2. Fetch and extract the main content from each source
  3. Analyze all sources using Claude AI to synthesize findings
  4. Deliver a structured report with citations back to the original sources

Use cases

  • Market research — analyze trends, competitors, and industry developments
  • Due diligence — investigate companies, products, or technologies
  • Academic research — gather and synthesize information on any topic
  • Competitive intelligence — track what competitors are doing
  • News analysis — understand current events from multiple angles
  • Lead enrichment — research companies and people from web sources

Input

FieldTypeDescriptionDefault
querystringYour research question (required)
depthstringbasic (3-5 sources) or deep (8-12 sources)basic
outputFormatstringstructured, narrative, or bullet_pointsstructured
maxSourcesintegerMax sources to analyze (1-15)5

Output

Each run produces a dataset with:

FieldDescription
queryThe original research query
summaryBrief executive summary
key_findingsFull research report with citations
detailed_analysisComplete analysis text
sourcesList of URLs, titles, and snippets used
depthResearch depth used
source_countNumber of sources analyzed
model_usedClaude model used for analysis
timestampWhen the research was completed

Example

Input:

{
"query": "What are the latest developments in AI agent marketplaces in 2026?",
"depth": "deep",
"outputFormat": "structured"
}

Output:

{
"query": "What are the latest developments in AI agent marketplaces in 2026?",
"summary": "The AI agent marketplace landscape in 2026 has expanded significantly...",
"key_findings": "## Executive Summary\n\nThe AI agent marketplace...",
"sources": [
{"url": "https://example.com/article", "title": "AI Agent Marketplaces 2026", "snippet": "..."}
],
"source_count": 10,
"model_used": "claude-sonnet-4-5-20250929",
"depth": "deep",
"timestamp": "2026-02-10T03:30:00Z"
}

Pricing

  • Basic research (Claude Haiku): ~$0.50 per query
  • Deep research (Claude Sonnet): ~$1.00 per query

Notes

  • Results are only as current as the web sources available at query time
  • The agent only reports facts found in sources — it does not fabricate information
  • Deep mode uses a more capable model and analyzes more sources for thorough reports
  • All claims are cited with [Source N] notation linking back to original URLs