Guide8 min read
What an AI Financial Analyst Actually Does
How AI-powered analysis differs from traditional research, and how structured scoring delivers consistent, reproducible evaluations.
Read articleAI-Powered Investment AnalysisExploreStop Guessing.
Stop Guessing.
Start Scoring.
Trvsta evaluates every stock against 10 weighted financial, operational, and market factors, then generates institutional-grade AI research with clear signals. Decisions backed by data, not hunches.
- 10-metric weighted scoring
- AI research reports
- Real-time portfolio alerts
- Fair value analysis
No credit card required · 5 free analyses every month
0Weighted Metrics
0+Report Sections
0+Stocks Covered
Sample Trvsta composite scores for popular stocks.
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See your stocks scored in real time
One unified view of every stock in your watchlist and portfolio. Each equity is scored, trended, and signaled. Drill into any position for the full AI research report, metric breakdown, and fair value analysis.
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Portfolio Value$247,832.50+12.4%
NVDA Score
0/100
Strong Buy
Profitability92
Financial Health88
Growth Outlook75
Revenue Quality95
Capital Alloc.81
AI Insight
NVDA shows exceptional growth metrics driven by AI chip demand. Revenue quality remains best-in-class with 95th percentile consistency.
Watchlist
Live Scores
| Stock | Score | Trend | Price | Change | Signal |
|---|---|---|---|---|---|
A AAPLApple Inc. | 0 | $198.11 | +2.34% | Strong Buy | |
M MSFTMicrosoft Corp. | 0 | $428.50 | +1.18% | Strong Buy | |
T TSLATesla Inc. | 0 | $248.90 | -3.21% | Hold | |
N NVDANVIDIA Corp. | 0 | $875.30 | +4.56% | Strong Buy | |
M METAMeta Platforms | 0 | $512.40 | +0.87% | Buy |
Composite scores at a glance
Color-coded scores make it instantly clear which positions are strong, moderate, or flagged for review.
Inline trend visualization
Sparklines show 12-month price trends directly in the watchlist, so momentum shifts are visible without leaving the view.
AI insights sidebar
Key metrics, risk flags, and actionable summaries for the stock you are reviewing are always one click away.
Why Trvsta Exists
The problem with stock research today
Free tools give you raw data. Paid services give you opinions. Neither provides a structured, repeatable framework for evaluating equities.
Yahoo Finance
Data terminalEvery number imaginable, but no synthesis. Raw financials, charts, and news with no framework for deciding whether a stock is actually worth buying. Overwhelming without being actionable.
- No scoring or ranking system
- No AI-generated summaries
- Information overload without context
- No portfolio-level risk analysis
Seeking Alpha
Opinion marketplaceThree analysts can publish three opposite conclusions about the same stock on the same day. Conviction bias is amplified, and there is no standardized methodology to compare against.
- Conflicting analyst opinions
- No structured scoring methodology
- Paywall for premium features
- Author bias is unfiltered
Trvsta
AI-powered decision engineEvery equity is evaluated against the same 10 weighted metrics, producing a single composite score. Our AI does not generate opinions. It generates structured reports with transparent methodology, clear signals, and flagged weaknesses, so nothing is hidden from view.
Explore the scoring system- 10-metric weighted scoring system
- AI-generated 16+ section research reports
- Fair value analysis with live pricing
- Portfolio monitoring with real-time alerts
- Transparent methodology, no black boxes
- Designed for systematic decision-making
Scoring Methodology
The 10-metric scoring system
Every stock is scored across 10 weighted fundamentals. A stock must be strong everywhere: one weak metric and it is flagged in your report. No dimension is allowed to hide behind another.
01
Data collection
Financial statements, market data, and analyst estimates from institutional-grade sources, updated daily.
02
Weighted scoring
Each metric is calculated independently and weighted by importance. Profitability and financial health carry 12% each.
03
Signal generation
Scores aggregate into a composite out of 100. Below 60 triggers a caution flag; below 40 is a red flag.
Why weighted scoring matters
A company can show impressive revenue growth while hemorrhaging cash, or strong margins while carrying unsustainable debt. Weighting ensures profitability, financial health, and business viability carry the greatest influence, so no single flashy metric can mask underlying weakness.
How It Works
From search to decision in four steps
Search, score, research, and monitor in a single platform. No switching tabs, no spreadsheets, no reconciling conflicting sources.
- 01
Search any stock
Enter a ticker or company name. Trvsta covers 5,000+ publicly traded equities across all major exchanges, with current pricing and a preliminary score preview.
The database is refreshed daily with the latest financial statements, market data, and analyst estimates across every major sector and market-cap tier.
- 02
Review the 10-metric score
Each stock is evaluated across 10 weighted financial and operational metrics. The composite score tells you at a glance whether it meets investment-grade criteria.
Metric breakdowns and sector percentile rankings give each score context. 80+ indicates strength across all dimensions; below 60 triggers a caution flag.
- 03
Read the AI research report
A full 16+ section report covering business overview, financials, competitive position, valuation, risk factors, technicals, and price targets.
Every finding is traceable to the underlying data, with bull, bear, and base case scenarios so you understand the full range of outcomes.
- 04
Track, alert, decide
Add stocks to your watchlist or sync your portfolio. Configure alerts for score changes, price movements, and risk triggers while Trvsta monitors 24/7.
Alerts cover score thresholds, insider activity, rating changes, fair value crossovers, and earnings surprises, delivered in-app and by email.
Platform Capabilities
Everything you need to decide with confidence
Not another data terminal. A complete analysis platform that turns raw financial data into structured, actionable intelligence with transparent methodology.
10-metric composite scoring
A composite score out of 100 built from 10 individually weighted metrics. If one metric falls below threshold, the entire stock is flagged.
The backbone of every analysis
AI-generated research reports
Institutional-grade reports across 16+ sections: moat analysis, financial deep dives, management, risk, valuation, technicals, and price targets.
Hours of research, in seconds
Dynamic fair value analysis
DCF, peer ratios, and historical valuation bands combined into a live view of whether a stock is undervalued, fair, or overpriced.
Valuation that moves with the market
Portfolio sync & monitoring
Connect brokerage accounts or build portfolios manually. Every position is continuously scored and monitored against the 10-metric framework.
Scored and watched 24/7
Real-time alert system
Alerts for score changes, price moves, fair value crossovers, insider spikes, and consensus shifts, delivered by email and in-app.
Never miss a signal that matters
Risk & weakness detection
The weakest dimensions are surfaced prominently, alongside macro exposure, sector correlation, and portfolio concentration risk.
Weaknesses surfaced, not hidden
Sector & peer comparison
Compare any stock against its sector across all 10 metrics, with percentile rankings that show top-quartile, median, or lagging performance.
Context that turns numbers into insight
Investment thesis builder
Structured bull, bear, and base cases built from scores, AI research, and valuation, so you can document and revisit your reasoning.
From analysis to conviction
- 10
- Scoring metrics
- 16+
- Report sections
- 5,000+
- Stocks covered
- 24/7
- Monitoring
Trusted by Investors
What investors are saying
From DIY investors to portfolio managers, Trvsta users rely on structured analysis to make smarter, faster decisions.
"I used to spend three hours every weekend reading analyst reports and still felt uncertain. Trvsta gives me a clear, structured score in seconds, and I trust the methodology because I can see exactly how each metric contributes."
"The AI research reports are genuinely impressive. Sixteen sections covering everything from competitive moat analysis to risk factors. It is the closest thing to institutional research I have found as a retail investor."
"What sold me was the weakness detection. Other tools show you the highlights and bury the problems. Trvsta explicitly surfaces the weakest dimension of every stock. That transparency changed how I evaluate positions."
"The portfolio alerts have saved me multiple times. When an insider at one of my holdings sold a significant stake, I got the alert within hours. That kind of real-time intelligence is invaluable."
As recognized by
- Bloomberg Terminal Users
- Forbes Featured
- TechCrunch Noted
- Wall Street Journal
Knowledge Base
Guides, methodology & investment education
In-depth articles on our scoring methodology, strategy frameworks, and risk management, written for investors who want to understand the reasoning behind the numbers.
FAQ
Frequently asked questions
Everything you need to know about the Trvsta platform and methodology.
Still have questions? Contact our team
Every stock is evaluated across 10 individually weighted metrics covering profitability, financial health, business viability, growth outlook, revenue quality, analyst sentiment, management alignment, track record, market position, and capital allocation. Each metric is scored from the company's financial statements and market data, then weighted and aggregated into a composite score out of 100. Profitability and financial health carry the greatest influence at 12% each.
Each report covers 16+ sections: executive summary, business model, competitive moat, financial statement deep dive, profitability, growth trajectory, revenue quality, management and insider activity, risk factors, valuation (DCF and comparables), fair value estimate, technical overview, sector and peer comparison, bull/bear/base scenarios, and price targets with confidence levels.
Financial statement data is refreshed daily from institutional-grade sources. Market pricing updates in real time during trading hours. Analyst estimates are updated as they are published, and insider transactions are processed within hours of SEC filings. Scores are recalculated daily after market close.
Trvsta covers 5,000+ publicly traded equities across NYSE, NASDAQ, and AMEX, spanning large-, mid-, and small-cap companies in every sector. International coverage is planned for future expansion.
No. Trvsta is an investment analysis and research platform, not a registered investment advisor (RIA). Scores, reports, and analysis are informational tools to support your own research and do not constitute personalized investment advice. Past performance does not guarantee future results. Always consult a qualified financial advisor before making investment decisions.
Screeners filter stocks by individual criteria and charting tools visualize price action. Trvsta evaluates every stock holistically across 10 weighted dimensions and produces a structured assessment with clear strengths, weaknesses, and signals, so you spend time deciding, not deciphering.
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Ready to make smarter investment decisions?
Replace gut feelings and conflicting opinions with a disciplined, data-driven process. Scoring, research, and monitoring in one platform.
- Full 10-metric scoring system
- 5 free AI research reports / month
- Track up to 20 positions
- Real-time score change alerts
No credit card required · Upgrade anytime for full platform access