How it works

One sweep. Four specialists.
One judge. Every dissent published.

When you analyze a stock, a live web sweep feeds a team of AI analysts. Each only works with facts that have source URLs. The final verdict is a synthesis of four independent specialist views — agreements and disagreements alike.

The Pipeline
01
Sweep
web searchlive data#cited

Hits the live web to gather the freshest data on the requested ticker. Builds a structured FactSheet where every single fact carries the exact URL it came from. No URL — no fact.

PriceFundamentalsNewsMacro
02
Fundamentals
valuationearnings#balance

Reads the FactSheet and issues a verdict based on valuation multiples, earnings quality, and balance sheet strength. Every claim cites its source index.

P/EEPS GrowthFCFMargins
03
Technicals
price actionmomentum#chart

Evaluates price action, trend structure, and momentum signals from the FactSheet. Confidence drops when technical data is sparse — and it says so explicitly.

TrendRSIMACDVolume
04
Sentiment
news toneinsider#flow

Weighs news sentiment, insider transactions, and short interest. Flags divergence between sentiment and fundamentals — that divergence is often the signal.

News ToneInsider BuysShort InterestRatings
05
Macro
ratessector#fx

Places the ticker in macroeconomic context. Rate environment, sector rotation, and currency exposure are all scored. Issues a headwind or tailwind call.

Fed PolicyYield CurveSector FlowsFX
06
Judge
synthesisconviction#verdict

Weighs all four specialist views into one final verdict and an honest reading of how sure the team is. When the specialists split, the split is published — it is the signal, not a failure.

ConsensusDissentConvictionCatalysts
Principles
No synthetic data

Every quantitative claim links to a public URL fetched from the live web. If a fact has no source URL, it is dropped. We never fall back to invented numbers.

Disagreement is the product

When specialists disagree, the dissents are published alongside the verdict. A contested setup is the most valuable signal we generate — so we show it, never smooth it over.

Full track record, no omissions

The Alpha Tracker publishes every trade — winners and losers — with the original thesis, source citations, and exit reason. The complete record, unedited, is the point.

Data Source
  • Live web search only
  • No paid financial APIs
  • Every fact cites its URL
Speed
  • Full council in ~30s
  • Parallel specialist runs
  • 4h cache for repeats
Cadence
  • On-demand chat: 24/7
  • Alpha picks: curated
  • All exits published
Infrastructure
  • Next.js App Router
  • Supabase + Vercel
  • AI-native pipeline