AI Agent Stock Research for Every Investor
Valarn runs up to 25 specialized AI agents on every stock you research — fundamentals, news, sentiment, technicals, sector intelligence, catalysts, insider activity, bull case, bear case, risk, earnings, valuation, red flags, capital allocation, quality moat, and thesis stress-testing — then produces a structured research thesis to inform your own investment decisions.
AI research is for informational and educational purposes only. Not investment advice. Always do your own due diligence before making investment decisions.
Built around real investor research workflows
- Up to 25 AI agent specialists per report
- 3-round structured bull vs. bear debate
- 100+ data sources analyzed per run
- ~5 min average report generation time
- From $0 free tier — no credit card required
- 6 LLM providers supported
How It Works
Stock Research Made Simple
Enter a ticker
Enter any ticker — NVDA, TSLA, AAPL, or any stock you want to research.
Choose report depth
Pick Basic (Free), Standard (Starter+), or Deep Debate (Pro+) to match your plan.
AI agents run research
Up to 25 specialist agents analyze fundamentals, news, sentiment, technicals, and risk simultaneously.
Review your thesis
See the bull case, bear case, key risks, catalysts, and the final research thesis in a structured report.
Track and rerun
Track research over time, rerun when earnings or news change, and compare runs side-by-side.
0
AI Agent Specialists
Analysts, debaters & reviewer
0
LLM Providers
Use any model, any provider, new models added quickly
0×
Debate Rounds
Bull vs Bear before final thesis
0+
Data Sources
Across all analyst types and internet sites
Your AI Research Team
Institutional research depth,
personal price tag
For decades, multi-analyst research with adversarial debate was reserved for hedge funds with six-figure budgets. Valarn gives every individual investor the same depth — up to 25 specialized AI agents — the number depends on your plan and report type — plus a structured bull vs. bear debate and a stock reviewer to synthesize it all — for less than a coffee a day.
- Up to 25 AI agents, depending on plan and report type
- Bull vs. bear debate catches what single-angle tools miss
- Stock Reviewer weighs your personal risk profile
- Full reasoning transcript export for every report (Pro+)
Your Research Team · Live Analysis
Market
Technicals & price action
Fundamentals
Earnings & valuation
News
Events & macro
Sentiment
Crowd & options flow
Bull Case
Strong momentum, earnings beat, expanding margins…
Bear Case
Stretched valuation, macro headwinds, sector risk…
Research Signal
AI-generated · Not financial advice
How it works
End-to-end research, fully automated
From raw data to a complete research report — Valarn handles the entire research pipeline.
Multiple analysts. Every angle.
Valarn deploys up to 25 specialized AI agents — the exact number varies by your plan and report type. Each agent focuses on a distinct data domain for coordinated, cross-disciplinary research.
Market Analyst
Analyzing…
Fundamentals Analyst
Analyzing…
News Analyst
Analyzing…
Sentiment Analyst
Analyzing…
Debate before deciding.
After research completes, two AI advocates argue opposite sides of every trade. Up to 3 rounds of structured debate surface blind spots no single model catches.
Bull Case
Strong iPhone 16 cycle with AI features driving upgrade demand. Services margin expanding at 32% YoY — structural tailwind continues.
Bear Case
Valuation stretched at 28× forward P/E. China headwinds and antitrust pressure limit near-term multiple expansion opportunities.
One clear thesis. Full reasoning.
A Stock Reviewer AI reads the entire debate thread, weighs your risk profile, and produces a research-backed thesis with a conviction score and complete reasoning chain.
Track research. Measure accuracy.
Every research report is stored with a timestamp. Track historical performance, compare analysis runs side-by-side, and backtest on any past date.
Sample Report
See what a real report looks like
A live preview of the Free tier output for ACME Industrial Corp. — a fictional company. Every section shown is available with a free account.
ACME
$147.50ACME Industrial Corp. · Industrial Automation & Robotics
ACME Industrial Corp. presents a compelling risk-adjusted long opportunity driven by accelerating demand for factory automation, a near-monopoly position in legacy-to-smart retrofit kits, and a robust backlog that provides 14 months of forward revenue visibility. Q1 2026 results beat consensus on both revenue (+11.2% YoY) and EPS ($1.42 vs. $1.31 est.), and management raised full-year guidance to $6.10–6.30 EPS, implying ~18% growth.
Scenario Targets · 12 months · Blended DCF + Peer Multiples
Bear Case
$121
−17.9%
Base Case
$172
+16.6%
Bull Case
$198
+34.2%
Analyst Review · 4 Core Analysts
This is the Free tier. Starter & Pro unlock 20+ more sections.
Scenario reasoning · Debate · Risk committee · Insider activity · Full analyst reports
Who Uses Valarn
Built for serious investors
Whether you research one stock a month or run a full investment process, Valarn adapts to how you work.
Active retail traders
Get deep research on every trade idea before committing capital.
Long-term investors
Annual fundamental reviews with bull/bear scenario analysis.
Stock researchers
Accelerate your workflow with AI-assisted first-pass research.
Hedge funds & buy-side teams
Automate first-pass research across large coverage universes.
Wealth managers & RIAs
Deliver consistent, defensible analysis across every client portfolio.
Corporate strategy teams
Monitor competitors and market dynamics with structured AI research.
Why Valarn
AI research vs. going it alone
Stop spending hours on DIY research. Get institutional-grade analysis on demand.
Runs on the world's best AI models
OpenAI
GPT-4o · o3-mini
Anthropic
Claude Opus 4.7
Gemini 2.0 Flash
DeepSeek
Reasoner · Chat
Grok / xAI
Grok 3 · Grok Mini
Ollama
Local & private models
EnterpriseFuture AI
New models added quickly
Coming SoonAI model costs included · Provider availability varies by plan · Local Ollama (Enterprise only)
From Real Investors
Investors who upgraded their research
“I have a demanding job and can't spend hours researching every stock. Valarn gives me a full AI agent team and a debate transcript in minutes — my decision confidence has completely changed.”
Alex R.
Software Engineer & Self-Directed Investor
“I used to rely on Reddit and financial news. Now I have a full team of specialized AI agents covering every angle before I make a decision. The bear case alone has changed how I think about two positions I almost took.”
Maya T.
Retail Investor, 5 years active
“The bull/bear debate isn't just impressive — it's genuinely useful. It forces me to see the risk I would've ignored. Best research subscription I've found for self-directed investing.”
James W.
Active Trader, Self-Directed IRA
Pricing
Start free. Scale when ready.
Every plan includes AI research reports. Standard reports cost 2 credits, Deep Debate starts at 3 — credits let you control depth and cost.
- 1 Basic AI Research Report / month
- Basic Report
- Fundamentals, News & Risk overview
- Limited report history
- 20 Research Credits / month
- Standard Report — 6 analysis modes
- Default AI routing — OpenAI, Claude, Gemini, DeepSeek
- 8 agents — 4 analysts + full debate team
- Bull & bear case summaries
- Final research thesis
- Kanban research board & audio narrations
- Email support
- 50 Research Credits / month
- Everything in Starter
- Deep Debate Reports
- OpenAI, Claude, Grok, Gemini, DeepSeek
- Up to 15 agents (Deep Debate)
- 3-round bull vs. bear AI debate
- AI Conviction Score, Event Timeline & Thesis Stress Test
- Premium model boosts: 5 / month
- Priority processing
- 75 Research Credits / month
- Everything in Pro
- Up to 25 agents (Deep Debate)
- Deep Debate reports: 25 / month
- Premium Analysts — Earnings, Valuation, Red Flag, Capital Allocation & Quality Moat
- Premium model boosts: 25 / month
- Claude Opus & premium OpenAI access
- 6 concurrent runs
- Priority email support
Team
For investment clubs, research teams, and small funds
- 200 Shared Research Credits / month
- Everything in Pro Plus
- 3 seats included
- Team workspace & shared boards
- Admin-controlled model access
- Admin dashboard & usage tracking
- Priority support, 24h SLA
No credit card required · Prices in USD · Not financial advice · Enterprise →
Research report types
Your plan tier determines which report types are available. Pro and higher use research credits — deeper reports use more credits.
Basic Report
Free2 analysts (Market + News). Fast snapshot of technicals and headlines. ~1 minute.
Standard Report
Starter+8 agents — 4 analysts + 4-agent debate team. Bull & bear summaries, risk profile, and final research thesis. ~2–4 minutes.
Deep Debate Report
Pro+Up to 25 agents (Pro Plus) or 15 (Pro). 3-round bull vs. bear debate, AI Conviction Score, Thesis Stress Test, Earnings, Valuation & premium specialists. ~3–5 minutes.
For Teams & Institutions
Managing a fund or investment team?
Team plan adds shared watchlists, team report history, admin dashboard, full API access, and priority support — built for investment clubs, small funds, family offices, and financial newsletter operations.
Research Disclaimer
Valarn provides AI-generated research for informational and educational purposes only. Valarn is not a registered investment adviser, broker-dealer, or financial planner. Research reports should not be treated as personalized investment advice or a recommendation to buy, sell, or hold any security. Past research performance does not guarantee future results. Always conduct your own due diligence and consult a qualified financial professional before making investment decisions.
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AI-generated research for informational purposes only. Not investment advice.