ResearchPulse AI
Autonomous multi-source research agent for deep market & technical intelligence.
ResearchPulse AI is an autonomous agent architecture built to eliminate hours of manual search and note consolidation. Given a raw research query, it executes parallel search chains, scrapes unstructured web resources, performs hallucination cross-checks, and compiles a citation-backed markdown dossier.
The Problem
Information Overload and Shallow Search Summaries
Standard LLM chats rely on stale training data or single-query search snippets, missing deep technical context and generating unverified claims.
- •Manual research across 20+ tabs takes hours of manual filtering, reading, and synthesizing.
- •Single-turn LLM search produces shallow summaries without deep structural comparative analysis.
- •Missing citation traceability makes verifying sources frustrating and error-prone.
The Solution
Self-Reflecting Agentic Research Loops
An iterative research graph that formulates sub-hypotheses, validates claims against primary sources, and self-corrects before generating deliverables.
- Recursive query planner that breaks complex briefs into 8+ targeted sub-investigations.
- Dual-agent cross-verification: Generator Agent and Critic Agent debate accuracy before consensus.
- Automated citation indexing linking every single factual assertion back to an archived URL snapshot.
- Structured export to Notion, Markdown, or PDF with executive TL;DRs and raw evidence tables.
Autonomous Research Pipeline
How ResearchPulse turns a single prompt into a 15-page verified intelligence report.
Brief Ingestion
User submits domain question, competitors, or technical challenge
Sub-Query Decomposition
Agent generates multi-vector search tree and execution matrix
Deep Scraping & Vectorize
Fetches whitepapers, GitHub repos, SEC filings, and tech blogs
Adversarial Fact Check
Critic agent audits claims for freshness and source authority
Executive Synthesis
Outputs structured report with interactive source references
Engineered Features
Multi-Vector Web Synthesis
Search EngineSearches 30+ sources in parallel, reranking excerpts with Cohere for highest relevance density.
Adversarial Fact Verifier
IntegrityAutonomous Critic agent tests numbers and quotes against primary source DOM nodes.
Automated Market Competitor Grids
BusinessExtracts pricing models, feature matrices, and user sentiment into comparative tables.
Continuous Monitor Agent
AutomationSchedules weekly autonomous runs to report new developments in tracked niches.
Technology & Models Used
Key Results & Production Metrics
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