How Tasknode Works
A deep-dive into the research pipeline that powers multi-model AI research.
Query Expansion
Your research query is expanded into multiple search angles using AI, ensuring comprehensive coverage of the topic from different perspectives.
Real-Time Web Search
Expanded queries are sent to You.com's Search API with live crawling enabled. Fresh, up-to-date content is retrieved in markdown format with full source URLs.
Content Extraction
Web results are processed and extracted into clean, structured data. Irrelevant content is filtered out; key facts and claims are preserved.
Multi-Model Analysis
30+ AI models from multiple providers analyze the extracted data simultaneously. Each model provides its own interpretation and findings, ensuring diverse perspectives.
Cross-Verification
A dedicated contradiction detector compares all model outputs, flagging disagreements. A verifier model then checks claims against the original sources.
Judge & Synthesis
A judge model scores each response for accuracy, relevance, and citation quality. The best content is synthesized into a single comprehensive report with proper citations.
AI Model Clusters
Reasoning Cluster
11 modelsAdvanced reasoning models including DeepSeek R1, Qwen 3.5, and GLM5. Supports extended thinking for complex analyses.
Speed Cluster
14 modelsHigh-throughput models including Llama 3.3, DeepSeek V3, and Qwen3. Optimized for fast parallel analysis with automatic failover.
Specialist Cluster
6 modelsChatDolphin, Dolphin Mixtral, GPT-OSS 120B, and more. Fine-tuned models for domain-specific research tasks.
Plans
AI Disclaimer
Tasknode is an AI-powered research assistant. While we use multiple models and cross-verification to improve accuracy, AI can make mistakes.
All research reports include source citations. Always verify critical information from the cited sources before making decisions based on the output.
Tasknode does not provide medical, legal, or financial advice. Research outputs are for informational purposes only.
Privacy
Your research queries are processed through our AI pipeline and are not stored beyond your account's research history.
Authentication is handled by Clerk. Payments are processed securely through Razorpay. We do not store payment card details.
You can delete your research history at any time from the research dashboard.
FAQ
What makes Tasknode different from ChatGPT?
Tasknode uses 30+ AI models simultaneously, performs live web search with every query, cross-verifies facts across models, and provides fully cited research reports. It's purpose-built for deep research, not general chat.
How accurate are the research reports?
We use a multi-stage verification pipeline: contradiction detection, source verification, and a judge model. While no AI system is perfect, our pipeline significantly reduces factual errors compared to single-model systems.
Can I cancel my subscription?
Yes, you can cancel anytime. Your plan remains active until the end of the billing period. No refunds are provided for partial months.
What file formats can I upload?
Currently, Tasknode supports .txt and .md file uploads for context. The content is included in your research query for more targeted results.