HOW IT WORKS AI MARKET INTELLIGENCE

Reading the news is only the start.
We record how the market actually reacts.

StockBanana analyzes real-time news with AI, then checks how price and volume actually reacted. The outcome is recorded as a reference for future analysis.

Information & analysis service We do not solicit buying or selling of any specific stock.
SENTINEL ENGINELIVE
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ANALYZING
NEWSAI SCOREMARKETS-CLASS
VERIFIED SIGNALCatalyst and market reaction confirmed together
READY
News catalystTechnical dataPrice reaction

We don't look for good news — we look for news the market reacts to

The biggest difference between StockBanana and a typical AI news summary is that we keep tracking what happens after the analysis.

Typical AI news summary

Summarizes news quickly

  • Organizes the key points of an article
  • Classifies sentiment as positive or negative
  • No tracking of results after analysis
VS
STOCKBANANA

Verifies actual market reaction

  • Analyzes catalyst strength and risk
  • Cross-checks actual price and volume reaction
  • Records the outcome in the AI Trading Journal

How a signal gets made

You don't need to see the complex process —
just check which stage things are currently at.

01Scanning
LIVE NEWS

Finding news that could move the market

Collects U.S. stock news and filings in real time and links them to the relevant tickers.

Scanning
02Analyzing
AI SCORE

Analyzing catalyst strength and risk

Goes beyond simple positive/negative summaries to interpret issue persistence, strength relative to expectations, and technical indicators together.

Analyzing
03Verifying
MARKET CHECK

Confirming with actual price and volume

News looking good and the market actually reacting are two different things. We cross-check real price reaction together with volume.

Verifying

Rather than claiming we were right,
we record what was different

The AI Trading Journal stores the scenario at the time of the S-Class analysis separately from the actual price movement that followed, then compares them. We publish failures and overshoots, not just successful calls.

01Preserving the original baselineRecords the price, expected range, and risk criteria at the time, unchanged
02Comparing against actual resultsChecks the gap between expectations and the subsequent high, low, and volume
03Classifying the outcome typeClassified as SUCCESS · FAIL · OVERHIT
View All AI Trading Journal Entries
AI TRADING JOURNALVERIFIED
T
TWLOS-Class tracking ended
+8.59%
AI TARGETACTUAL +8.59%
AI Expected+4.2%Actual Result+8.59%SUCCESS

Core features connected in one flow

News, signals, stock analysis, and review records aren't siloed — they're connected within the same data flow.

LIVE INTELLIGENCE

Real-Time AI Analysis Feed

See new news come in and get analyzed, watched, and verified — all on one screen.

View Live Feed
S
VERIFIED SIGNAL

S-Class Signals

Signals aren't picked from news content alone — only those confirmed by actual market reaction are classified separately.

View S-Class
STOCK REPORT

AI Stock Analysis

Delivers catalyst score, RSI, volume, support/resistance, and response scenarios in a per-ticker report.

View Stock Report
AI JOURNAL

AI Trading Journal

Compares the original call against the actual outcome and records every success, failure, and overshoot.

View AI Trading Journal

We show the criteria and sources
so you can understand the analysis

Rather than presenting an AI score in isolation, the same report lets you check the news used in the analysis, technical indicators, and actual price-verification results together.

Original News & FilingsLinks to the public information that started the analysis
Python Technical IndicatorsShows computed values like RSI, moving averages, and volume
Price Comparison RecordSeparately compares the price at analysis time against the actual price afterward
Investment Reference NoticeClearly marks the boundary between information analysis and investment solicitation
THE SENTINEL IS RUNNING

See which signals are being
verified in the market right now

Skip the explanation — check out the actual live feed and AI Trading Journal for yourself.

View Live S-Class → View AI Trading Journal