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NVDA$142.50+1.32%
TSLA$378.20−1.41%
AAPL$245.80+0.50%
MSFT$468.35+0.89%
META$635.40−0.33%
GOOGL$198.75+0.45%
AMZN$228.60+1.03%
PLTR$98.45+2.91%
AMD$178.90−0.87%
SPX5,284.11+1.42%
US10Y4.317%−3.1bp
NVDA$142.50+1.32%
TSLA$378.20−1.41%
AAPL$245.80+0.50%
MSFT$468.35+0.89%
META$635.40−0.33%
GOOGL$198.75+0.45%
AMZN$228.60+1.03%
PLTR$98.45+2.91%
AMD$178.90−0.87%
SPX5,284.11+1.42%
US10Y4.317%−3.1bp
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narrative forensic engine · live

Built to detect when the market is wrong — before price fully catches up.

The first narrative forensic engine for public markets.

Beta Sign Up → See the Research
77.1%
Authority Divergence
81.5%
Optimal Decay Zone
170
Universe Tested
3,165
Signal Events
Trading Cards — Strategy Screener Sector Pulse — Momentum Narrative History — Timeline Leaderboard — Rankings Ticker Snapshots — Table Trading Calendar NVDA Ticker Page
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What others miss

Sentiment tells you how the market feels.
We tell you if it should.

No other platform cross-references every media claim against SEC filings, scores source credibility by sector, and predicts when the narrative will break — all before market open.

See the proof →
What Bloomberg Terminal shows
✗Sentiment score: Bullish
✗News volume: High
✗Analyst consensus: Buy
What Market Prism finds underneath
✓Claims vs SEC filings: 88% divergence
✓Story lifecycle: mid-decay, 6 days left
✓Source coordination: likely orchestrated
✓Verdict: Narrative Trap — sell window open
How it works

Eight AI agents. One verdict.
Every night, before you wake up.

01
News Ingestion
170 tickers. 86 publications. Deduplicated and timestamped nightly.
02
SEC Verification
Every claim cross-referenced against live EDGAR filings. Produces the VMS divergence score.
03
Article Intelligence
Per-article forensics: narrative risk, hype density, drift, omission gaps.
04
Source Reliability
Bayesian accuracy tracking per publication, per sector. Knows who to trust.
05
Manipulation Detection
Flags coordinated campaigns — timing patterns, source clustering, phrasing similarity.
06
Narrative Decay
The Walsh Engine. Calculates how long a story will last and when it will exhaust.
07
Earnings Intelligence
Maps EPS actuals against what narratives claimed before the number dropped.
08
Signal Synthesis
One verdict per ticker: signal type, direction, confidence, holding period.
FINAL OUTPUT
Signal proof

Backtested across 170 tickers.
3,165 validated signals.

Signal Combination Why it matters 10D Accuracy Avg Return Best Window
Authority Divergence
SRS ≥ 70 + VMS < 50
 Trusted coverage meets weak factual support. The market believes the messenger before it verifies the substance. 77.1% −4.04% Day 5–10
Omission Cascade
OMISSION ≥ 50 + VMS < 65 + SRS < 50
 The story is not just wrong. It leaves out what matters. That omission gap resolves as price catches up. 74.9% −3.59% Day 5–10
HDS Breach
HDS < 0.5 + NRS ≥ 40
 Emotion outruns data. When hype discipline collapses, downside pressure tends to emerge quickly. 72.9% −3.37% Day 3–5
Mid-Decay Inflection
Drift 40–60
 The strongest return gradient appears when narrative drift reaches the inflection zone and reversal begins to accelerate. 81.5% −4.57% Day 5–10
It already works
Market Prism flagged the NVDA/OpenAI $100B deal as a narrative trap with 0.4% veracity.
Days later Jensen Huang confirmed: "It was never a commitment." NVDA dropped 1.8% premarket.
Read Case Studies →
Detection Framework
Narrative Traps

When the story driving a stock diverges from reality, price follows the story — until it doesn't. We detect the divergence before it corrects.

Coordinated Narratives
Multiple sources pushing the same story simultaneously — detected via cross-source frequency analysis.
Weak Fundamentals
Price has outpaced what SEC filings, earnings, and cash flows actually support.
Belief > Truth
Market consensus has decoupled from verifiable evidence. The story is driving price, not fundamentals.
Narrative Decay
The story is losing energy. Half-life analysis predicts when narrative support collapses.
Why Market Prism

What you get vs. what everyone else sells

Traditional tools show you what happened. Market Prism shows you what's about to happen — and why the market believes what it believes.

Traditional Tools
Market Prism
Headlines
Narrative truth score
Momentum indicators
Exhaustion timing
Analyst opinions
SEC-verified evidence
Price action
Narrative pressure
From ticker to trading brief

Seven forensic layers. One daily verdict.

Every morning before the bell, the engine runs across 100 tickers — the same systematic analysis a quant desk runs manually, delivered in a 30-second read.

01
Input
Any ticker, every morning
Price history, SEC filings, analyst calls, narrative clusters, and source credibility scores — pulled, scored, and waiting before the bell.
02
Engine
Seven forensic layers fire
Narrative decay physics, SEC text-vs-table forensics, coordination detection, Bayesian analyst reliability, fair value stress testing, and exhaustion prediction — simultaneously.
03
Output
A verdict, not a score
Narrative Trap. Structurally Supported. Monitoring. Three verdicts that translate directly into trading decisions, with the full forensic evidence trail behind each one.
How it works

From ticker to full briefing in seconds

Enter any ticker on the dashboard or search here. Market Prism pulls every relevant narrative, cross-references it against fundamentals, and delivers a structured forensic briefing.

01
Enter a ticker
Type any US-listed ticker into the dashboard or the search bar above. We cover equities across all major sectors and market caps.
02
Intelligence runs
Our engine ingests the active narratives, maps the story lifecycle, runs the forensic check, and identifies upstream and downstream contagion.
03
Read the briefing
A complete ticker page: verdict, price chart with story markers, lifecycle stage, contagion map, prerequisite check, and historical parallels.
Coverage

Built for serious market participants

200,000+
Stories tracked
Active and historical narratives across equities, indexed and cross-referenced.
100+
Tickers covered
US-listed equities across AI, fintech, defense, healthcare, and more.
24/7
Live monitoring
Continuous ingestion of filings, earnings, and market-moving publications.
3
Patents pending
Proprietary methodology for narrative state classification and lifecycle modelling.
Sample output

What you see when you open a ticker

Every ticker page shows you the full narrative picture — not just the headline, but the mechanics beneath it.

China export controls creating 4–6 quarter revenue ceiling that sell-side isn't modelling
$142.50
+1.32%
Driver: Geopolitical Phase: Growth Narrative Trap
AIP government contracts accelerating with DoD budget expansion across 12 agencies
$98.45
+2.91%
Driver: Government AI Earnings 18d Structurally Supported
NVDA
Breaking Narrative Trap
Supply constraints + China ceiling creating structural disconnect between momentum narrative and near-term fundamentals
$142.50
+1.32%
Fair value gap
Phase
Growth
Fragility
Medium
Narrative trend
↓ Collapsing
Direction
Rising
Primary driver
AI chip supercycle narrative — Blackwell demand exceeding supply but export controls creating a revenue ceiling not priced into consensus estimates
Story lifecycle
Maturity stage · High energy remaining · Narrative half-life approximately 45 days post-earnings
Maturity
Contagion risk
Upstream: TSM, AMAT, ASML · Downstream: SMCI, AMD, data center REITs. Supply story propagates through the full AI infrastructure chain.
High
Sector intelligence
AI Infrastructure · CAGR 42% · Regulatory risk rising with export controls as primary structural constraint on sector-wide narrative credibility
Get started
Find out which stories
the market shouldn't believe.

8 AI agents. 170 tickers. Every narrative verified against SEC filings before market open.

Beta Sign Up → See the methodology
Patent Pending · 63/971,470 & 63/971,478