Search a company, get a plain-English business summary, fair value range, AI research signal, price scenarios, and a live chart in one focused view.
Built for international investors who want research, portfolio tracking, alerts, and market opportunities without jumping between tools.
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Company snapshot
What the business does, where it makes money, and what matters next.
Research signal
Positive/neutral/negative research signal, upside/downside range, and conviction in one view.
Deeper research
Technical indicators, financials, filings, news, risks, and portfolio impact.
Global
Stocks and ETFs
Signal
AI research signal
Alerts
Portfolio monitoring
Sample output · AAPL · AI-generated
$178.50
Illustrative · not live
Bear / Base / Bull · illustrative 12-month scenarios
$128
-24%
25% prob.
$198
+18%
52% prob.
$265
+58%
23% prob.
AI reasoning snippet · illustrative
In this sample, the model estimates a 18% discount to the $198.40 fair value. Valuation is supported by a DCF model (WACC 9.2%), a 28x P/E vs. sector avg 32x, and an AI quality score of 84/100 reflecting strong FCF yield (4.2%), expanding services margins (73%), and low leverage (D/E 0.47). Bear case assumes hardware revenue contraction; bull case prices in AI feature monetization.
Sample figures only. Generated at a point in time — not a live or current analysis.
The engine
Standard analysis covers 8 research domains in one focused view. Deep Analysis (Premium) runs 24 specialized AI agents across 5 subsystems, then a Meta Engine synthesizes a final verdict.
Standard analysis · 8 research domains
Fundamentals
Revenue, margins, FCF, debt quality
Valuation
DCF model + relative multiples
Risk Assessment
Beta, volatility, downside scenarios
Scenario Builder
Bear / base / bull with probabilities
Macro Context
Rates, sector tailwinds, cycle position
Sentiment
News, filings, earnings sentiment
Technical
Trend, momentum, support levels
Thesis Validator
Cross-checks all signals for consensus
Deep Analysis · Premium · 24 specialized agents
PremiumFundamental Intelligence
Financial health · Profitability · Growth · Valuation · Capital allocation · Competitive moat
Market Intelligence
Trend regime · Momentum · Liquidity · Smart money · Volatility
Sentiment & Narrative
News intelligence · Earnings signals · Social sentiment · Narrative shift
Macro & Sector
Macro environment · Sector cycle · Industry trends · Sensitivity
Risk Intelligence
Financial risk · Fraud detection · Collapse signals · Dilution · Event risk
+ Meta Decision Engine aggregates all 24 agent outputs into a weighted final verdict.
Why it matters: A single LLM prompt can hallucinate. When multiple independent agents covering different domains reach the same conclusion, the probability of a reliable output increases dramatically. This is the same logic behind investment committee votes.
Methodology
Three independent models. Each produces an estimate. The final output is a weighted blend.
Discounted Cash Flow (DCF)
Projects 5 years of free cash flow using historical FCF trends from financial statements. WACC is estimated using a risk-free rate proxy (10-year US Treasury) plus an equity risk premium and beta adjustment per sector. Terminal value uses a conservative 2–3% perpetuity growth rate. Not applicable to pre-revenue or negative-FCF companies — model falls back to multiples in those cases.
Note: Not reliable for pre-revenue or negative-FCF companies.
Relative Multiples (P/E, EV/EBITDA, P/FCF)
Compares the stock to sector averages using P/E, EV/EBITDA, and P/FCF ratios sourced from Financial Modeling Prep. Applies a quality premium (+10–20%) or discount (−10–25%) based on margin and growth differentials vs sector median. Outliers (>2 standard deviations) are excluded from the peer set.
Note: Sector averages may lag during rapid industry re-ratings.
AI Quality Score
Gemini AI scores 12 fundamental factors: revenue growth, margin trend, FCF quality, debt burden (D/E), ROE, ROA, competitive position, management efficiency, earnings consistency, capital allocation, balance sheet strength, and sector tailwinds. Range 0–100. This score adjusts the final fair value up or down by up to 15%.
Note: AI-generated — subject to model error and data quality.
Data sources
Financial Modeling Prep
PrimaryIncome statements, balance sheets, cash flows, ratios. Updated quarterly and annually.
Yahoo Finance
Real-time quotesReal-time quotes, market cap, 52-week range, institutional ownership.
SEC EDGAR
Official filingsOfficial 8-K, 10-K, 10-Q filings direct from the US Securities regulator.
Data freshness:Financial statements (income statement, balance sheet, cash flow) are sourced from Financial Modeling Prep and may be 1 quarter behind the most recently reported actuals. Real-time quotes come from Yahoo Finance. Always verify against the company's latest earnings release before making any decision.
Capabilities
Multi-agent consensus
8 AI agents analyze in parallel then vote on a final verdict. Not one prompt. A pipeline.
3-layer fair value model
DCF + sector multiples + AI quality score. Three independent estimates, one weighted output.
Portfolio risk intelligence
Beta-adjusted exposure, sector concentration, correlation matrix. See your real downside.
Thesis tracking
Write your investment thesis. We alert you when fundamentals diverge from it.
SEC filing intelligence
Real-time 8-K, 10-K, 10-Q summaries. Material events surfaced before they move prices.
AI Copilot
Ask "am I overexposed to tech?" and get an answer grounded in your actual portfolio data.
Pricing
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This session covers platform usage — not personalized investment advice. AerInvest is not a registered financial adviser.
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Research workflow
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Important disclosure
Not financial advice. AerInvest provides AI-generated research and analytical tools for educational and informational purposes only. Nothing on this platform constitutes investment advice, a recommendation to buy or sell any security, or an offer to provide investment advisory services.
AI-generated content. All analysis, scores, fair value estimates, and scenarios are generated by AI models and may contain errors, omissions, or inaccuracies. AI models can be wrong. Always verify data independently before making any investment decision.
No performance guarantee. Past analytical accuracy is not indicative of future results. Fair value estimates are model outputs, not guaranteed prices. Market prices may deviate significantly from any estimate.
Regulatory. AerInvest is not a registered investment adviser, broker-dealer, or financial planner. Consult a licensed financial professional before making investment decisions. This platform is not regulated by any financial authority.
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