About Vestly
Institutional analysis,
without the jargon.
Good stock research shouldn't require a finance degree or hours of reading. Vestly runs a panel of AI agents over live market data and turns it into clear, honest guidance — grounded in real numbers, written in plain language.
How it works
Analysis in four steps
Enter a ticker
Type any stock symbol. Vestly pulls live data — financials, price history, analyst ratings, insider transactions, and recent news.
Four agents analyse
Specialist agents examine fundamentals, sentiment, macro risk, and competitive positioning — all running in parallel.
Judge delivers verdict
A final Judge Agent weighs every perspective and produces a single, structured investment thesis.
Save & revisit
Save analyses to your history. Return any time to review the reasoning or run a fresh report.
Under the hood
Not one AI. A panel of specialists.
Vestly runs four specialist agents in parallel, each with a distinct focus, then passes all four outputs to a Judge Agent that synthesises them into one structured thesis. Every analysis is grounded in live data from yfinance and Finnhub.
Fundamentals Agent
Analyses revenue trends, profitability margins, and valuation signals — P/E ratios, EBITDA, and analyst recommendations.
Sentiment Agent
Reads recent headlines to gauge news tone, volume, and the short-term narrative the market is forming around the company.
Risk / Macro Agent
Surfaces external threats — macro headwinds, regulatory exposure, industry-specific risks, and red flags in the data.
Competitive Agent
Maps likely competitive positioning using sector data and targeted news queries to identify rival signals and market threats.
Synthesis
Judge Agent
Reads all four outputs, surfaces disagreements, and produces a structured thesis with a strength score, time horizon, and key risks.
Every report includes
Structured reasoning,
not a guess.
Thesis strength
A 0–100 score reflecting how strongly the four agents agree. Low scores surface genuine uncertainty — not a bug, a feature.
Data confidence
Calculated before any AI runs. Flags missing financials, stale news, or thin price history so you always know what the analysis is working with.
Conflicting signals
Where agents disagree is explicitly named. If Fundamentals says strong and Risk says fragile, you see both — not a smoothed average.
Key tailwinds
Specific catalysts drawn from the fundamental, sentiment, and competitive lenses — grounded in real data, not boilerplate.
Key risks
Non-obvious risks from the Risk/Macro and Competitive agents, anchored to recent news and financial figures.
Time horizon
Short, medium, or long-term framing from the Judge Agent, calibrated to the strength and recency of the evidence.