Tolena Web Researcher
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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
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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:
- Search the web for relevant sources using DuckDuckGo
- Fetch and extract the main content from each source
- Analyze all sources using Claude AI to synthesize findings
- 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
| Field | Type | Description | Default |
|---|---|---|---|
query | string | Your research question (required) | — |
depth | string | basic (3-5 sources) or deep (8-12 sources) | basic |
outputFormat | string | structured, narrative, or bullet_points | structured |
maxSources | integer | Max sources to analyze (1-15) | 5 |
Output
Each run produces a dataset with:
| Field | Description |
|---|---|
query | The original research query |
summary | Brief executive summary |
key_findings | Full research report with citations |
detailed_analysis | Complete analysis text |
sources | List of URLs, titles, and snippets used |
depth | Research depth used |
source_count | Number of sources analyzed |
model_used | Claude model used for analysis |
timestamp | When 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