AstronAlgoEvidence-grounded market intelligence
The Right Company.Not the Obvious One.
Most screens tag every name in a sector. AstronAlgo traces each market event to its exact economic mechanism — then to the companies genuinely exposed to it, not the ones that merely share a sector label. Every call is evidence-linked, forward-tracked, and surfaced before it is fully priced in.
Market Overview
AI-driven market intelligence at a glance.
Search assets, sectors, themes...
Top Opportunities
RankTickerOpportunityScore
1NVDAAI infrastructure momentum94
2TSMSemiconductor demand surge91
3AMDEarnings re-acceleration87
4PLTRAI and defense tailwinds84
5SNOWData cloud expansion82
View all opportunities →Trend Map
Market Heatmap
Tech+2.34%Semis+2.11%Comms+1.43%Financials+0.67%Industrials+0.38%Healthcare-0.13%Consumer-0.21%Energy-0.37%
Living Market DataRefreshed continuously
Evidence EngineSEC, filings, news, macro
Decision LayerGates, conviction, pricing
Private ResearchBuilt for controlled workflows
From a single event to the right name.
Detect what changed
Global news, SEC filings and macro are read around the clock. Only events that change the facts survive — a guidance raise, a supply shock, a policy shift — not opinions or routine releases.
Trace the mechanism
Each surviving event is routed to one of ~90 economic mechanisms — the cash-flow path from headline to earnings — and the industries it can reach are mapped deterministically, not by keyword.
Find the real beneficiaries
We surface the companies genuinely exposed through that mechanism, using segment-level revenue and their own filings — and drop the dozens that only share a sector label.
Weigh the pricing
Financial-statement quality, margin leverage, momentum, valuation and positioning decide whether the move is still ahead — or already in the price.
Prove it forward
Every call is timestamped when made and measured forward at 1, 5 and 20 days — so the track record is earned, and the engine learns which mechanisms actually pay.
Read the full method — how AstronAlgo gets from a market event to the right company
Institutional intelligence. In your hands.
One workflow reads thousands of filings, routes events through ~90 economic mechanisms and grades the full market — then turns it into a ranked, evidence-backed shortlist of names. The research a desk of analysts would run, without the desk.
Exposure Logic
When a trend hits, dozens of companies share its sector — but only a few actually earn from it. We tell the real beneficiary from the look-alike using segment-level revenue, the company's own filings and the trend's economic mechanism — never a shared sector label.
Trend Intelligence
News, filings and macro are read continuously; only events that change the facts survive. Each is routed to one of ~90 economic mechanisms — the path from headline to earnings — and its affected industries are cross-checked against that mechanism's real reach.
SEC & Flow Monitor
Every 10-K, 10-Q and 8-K is parsed section by section — MD&A, risk factors, segments, guidance — with demand, margin, capex and backlog signals pulled out beside the verbatim excerpt. Insider buys, 13F flow and short interest add the positioning.
Company Quality
Each candidate is graded on financial-statement quality, margin and operating leverage, momentum, seasonality, earnings revisions and valuation — across the full Russell 3000 — then ranked by how directly it is exposed to the live trend.
Macro Regime
Liquidity, rates, credit spreads, the dollar, breadth and volatility are distilled into a single risk-on / risk-off read that decides how hard the whole book should lean in — or step back.
Conviction Engine
Every name carries its decision chain: trend support, the mechanism, the evidence tier (audited revenue, filing evidence), the macro gate and the conviction tier — with the market's own move checked against the thesis. Promoted, capped, or kept on watch, never blindly summed.
Opportunity Analysis
Trend-backed company candidateDecision Score94/100Very Strong
Why This Name Ranks.
Each candidate is explained through the same decision language: trend support, company quality, pricing gap, macro gate and evidence strength.
Evidence-linkedFilings, market data, fundamentals and flow stay attached to the thesis.
Decision-awareSignals are promoted, capped or watched instead of blindly added together.
Forward trackedCaptured calls are monitored so the model can learn what worked.
View How It Works Market Regime
ExpandingGlobal LiquidityRising↑
Risk AppetiteImproving↑
Market BreadthPositive↑
VolatilityLow↓
View Full Macro Analysis Find the company the next trend actually pays.
One evidence-backed pipeline — from the event, to the mechanism, to the right name, with the proof attached.