01
What does the evidence say?
Walnut interprets multiple data sources together rather than leaving each one isolated.
Stock Research & Market Intelligence
Before You Buy Your Next Stock, Run It Through Walnut.
Research fundamentals, technicals, insider activity, Congress trades, institutional holdings, government contracts, analyst consensus, macro positioning, and more—then see whether the evidence confirms or challenges your thesis.
See How It WorksFundamentalsTechnicalsCongressInsidersInstitutionsContractsAnalystsMacro
Research and informational tools only. Walnut does not provide personalized financial advice or make investment decisions for users.
Daily Insights
Keep informed with the news that moves the market.
Big Manufacturers Find New Demand in Equipping AI Data Centers
wsj.com
AI's Laser Shortage: My Favorite Bottleneck To Buy
seekingalpha.com
The 1-Minute Market Report, August 15, 2026
seekingalpha.com
AI inflation is putting even more pressure on the Fed. Could higher interest rates be next?
marketwatch.com
What Walnut Actually Does
One research workflow. Multiple sources of evidence.
Walnut brings together fundamentals, technicals, insider activity, Congress trades, institutional holdings, government contracts, analyst consensus, macro positioning, and other market data - then helps you understand whether those sources reinforce or contradict the same investment thesis.
Evidence sources
FundamentalsTechnicalsInsidersCongressInstitutionsContractsAnalysts
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Interpretation
Walnut interprets the evidence together
The product surfaces alignment, conflict, and change across the sources rather than leaving each one isolated.
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Research outputs
Confirmation ScoreWhat Changed
Confirmation Score
See whether the evidence agrees.
The Walnut Confirmation Score is a proprietary 0-100 measure of how strongly the available evidence supports a directional view at a specific point in time.
It is not a probability of future returns and not a prediction score. Its purpose is to summarize the strength and alignment of available evidence.
NVIDIA Corp
65
/ 100
Strong Bullish
Fundamental strengthSupportive
Bullish analyst consensusSupportive
Bullish tape confirmationSupportive
Supportive macro positioningSupportive
The Walnut Research Workflow
From evidence to ongoing research.
Walnut is built around the research process investors repeat before, during, and after a thesis changes.
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What changed?
See which parts of the research picture strengthened, weakened, or reversed.
03
Does that change the thesis?
Understand whether new evidence reinforces or challenges the current directional view.
04
What should I watch next?
Track the catalysts, risks, and developments most likely to matter.
Why Walnut
Data is easy to find. Context is harder.
Most research platforms specialize in one part of the market or leave you to connect the dots yourself. Walnut evaluates multiple sources together so you can see where the evidence agrees, where it conflicts, and what changed.
FundamentalsTechnicalsCongressInsidersInstitutionsContractsOptionsAnalysts
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Raw data
02
Interpretation
03
Judgment
04
Ongoing research
Follow the Activity
Research the people and institutions behind the market.
Ticker research is only one side of Walnut. Explore the trading, holdings, and contract activity behind members of Congress, corporate insiders, institutions, and government departments.
Outcomes
Research that can be evaluated after the fact.
Walnut preserves confirmation judgments at the time they are made and tracks what happens afterward, creating a historical record of how different levels and types of confirmation performed.
Research Memory - Coming Soon
Your thesis shouldn't disappear when you close the tab.
Capture why you're interested in a stock, the catalysts you expect, the risks you're watching, and what would invalidate your thesis. As the evidence changes, Walnut will help you return to the original reasoning behind the decision.
NVDA
Research Thesis
Thesis
AI infrastructure spending and continued accelerator demand support durable earnings growth.
Expected catalysts
Next earnings report; Blackwell demand; data center revenue growth.
Risks
Valuation compression; hyperscaler CapEx slowdown; competitive pressure.
Thesis invalidation
Material deterioration in AI infrastructure demand or sustained margin compression.
Time horizon
12-24 months
Status
Thesis intact
Walnut Strategies - Live Beta
Why settle for average market returns?
Explore published Walnut strategies with transparent methodology, stored performance records, and the data behind each approach.
Live beta: strategy research built from Walnut data and historical outcomes, not generic AI-generated picks.
Congress Strategies
Cleo Fields Portfolio
58.9%
CAGR
Insider Strategies
Insider Open-Market Buys
37.7%
CAGR
Hybrid Strategies
Insider + Institutional Accumulation
52.1%
CAGR
Feature Depth
The broader Walnut research surface.
Once the core research workflow is clear, Walnut gives investors access to the individual utilities and datasets that support it.
Stock Research
Ticker-level research workflow
Confirmation Score
Point-in-time evidence alignment
Screener
Filter by data and market context
Compare
Ticker-to-ticker research comparison
Backtesting
Historical strategy testing
Activity Feeds
Congress, insiders, institutions, and contracts
Macro Positioning
Market and macro context
Options Flow
Options context where available
Analyst Consensus
Analyst view and coverage context
Research Briefs
Published and generated research
Pricing
Start free. Upgrade to trade like a pro. Cancel anytime.
Free tier available. Explore core ticker research, Congress disclosures, insider activity, government contracts, and price/volume context before upgrading.
Free
Free
Explore core ticker research, Congress disclosures, insider activity, government contracts, and price/volume context.
Premium
Popular$24.95/mo/ $249.50/yr
Support stock research by evaluating fundamentals, price and volume, Congress activity, insider activity, catalysts, risks, and Walnut's proprietary confirmation score.
Pro
Highest limits$39.95/mo/ $399.95/yr
See the data most retail investors miss, including institutional activity, options flow, and deeper positioning that can show whether buying interest is building or fading.
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