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Catch the Risk You'd Miss Before You Hit Buy

9 AI analysts cross-check every thesis for contradictions, unsupported claims, and evidence gaps — across 600+ U.S. tech stocks and 53 data sources. When the revenue narrative conflicts with deferred revenue data, AlphaPod flags it. ChatGPT doesn't.

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Live Deep Research · 9-agent pipeline

AlphaPod
DashboardResearchAI Infra
ELITEanalyst@firm.com
Deep Research · Live

Analyzing META — 9-Agent Pipeline

LIVE
6 of 9 · 110.4s

Each Deep Research job runs through 9 specialized analyst stages. Every claim from one stage is challenged by the next — no single model output reaches the analyst desk un-audited.

🔬
INIT THESIS
🛡
QUALITY AUDIT
📈
GROWTH DEEP-DIVE
📜
DOCTRINE CHECK
RISK SCORING
🔎
FALSIFICATION
VERIFICATION
💼
PM REVIEW
📝
PUBLISHING
AssemblingMETA · Investment Report
draft · 56% complete
Bear · p10
$422
-28% from spot
Base · p50
$724
+23% from spot
Bull · p90
$845
+44% from spot
Quality Score
59
/ 100 · Avg
Conviction
7/10
capped by grounding
Rule of 40
63.5
passes growth gate
Grounding
91%
22 / 24 verified
⚠ Verification flaggedraised by stage 7
Contradiction: Variant Analyst forecasts 35% YoY ad revenue growth; Quality Audit found deferred-revenue growth of only 14% in the latest 10-Q. The two streams should be coupled within ±5pp. Forecast may be too high.
Source: AlphaPod 9-agent Deep Research pipeline · 53 integrated data providers · SEC filings, earnings transcripts, alternative data. Figures are for illustrative purposes only.

See the Difference

Generic AI vs. AlphaPod on the Same Stock

Ask any chatbot to analyze CrowdStrike. Then run it through AlphaPod. Here's what changes.

🤖

Generic AI Chatbot

Single prompt, no verification

“CRWD looks strong”

ARR growing 33% YoY. Market leader in endpoint security. Strong net retention rate. Recommendation: consider buying.

No source citations for any claim
Doesn’t check if ARR growth matches billings data
Misses customer concentration risk entirely
No contradiction check between revenue narrative and deferred revenue trend
Can’t tell you what it doesn’t know
9-STAGE PIPELINE
A

AlphaPod

9 research stages, sequential cross-checks

“CRWD: Strong Buy with 1 flag”

Conviction 85/100. ARR +33% confirmed via SEC filing (10-Q p.42). However: billings growth decelerated to 28% while ARR narrative implies acceleration. Flagged as contradiction.

Grounded: Every claim sourced to SEC filings, transcripts, or data provider
Contradiction caught: Billings vs. ARR growth discrepancy flagged automatically
Evidence gap: Customer concentration data missing from latest 10-Q — gap identified
Risk assessment: 4 risk factors with confidence-weighted severity scores
Portfolio context: Position sizing recommendation adjusted for sector regime

Illustrative example based on real pipeline capabilities. Actual research outputs vary by stock and data availability.

What powers every report

600+
Stocks Analyzed
U.S. IT & Communications
53
Data Providers
SEC, earnings, alt data, news
9
AI Analysts
Each trained on a specific discipline
9
Pipeline Stages
Every claim verified by the next analyst

What It Catches

The Mistakes That Cost You Money

Every feature exists to prevent a specific type of investment error. These aren't abstract capabilities — they're the guardrails between you and a bad trade.

Conflicting Data? You’ll Know.

Revenue growing 40% while deferred revenue declines? Our analysts flag the contradiction before you see only the headline number. Every conflict shows both sides with source citations.

See What’s Missing from the Thesis

The most dangerous risk isn’t what you know — it’s what you don’t. Evidence gap analysis shows exactly which data points are missing and how much they could change your conviction.

Peer Risks You Haven’t Considered

Your stock doesn’t exist in a vacuum. The signal graph maps competitive threats, customer concentration, and supply chain dependencies that single-stock analysis misses.

Real Competitive Position, Not Just a Moat Score

Quantified peer comparison across financials, product intelligence, and market signals — with evidence backing every ranking. Not a one-line “wide moat” label.

An AI That Gets More Accurate Over Time

Every thesis is tracked against what actually happened. Analysts that overweight certain factors get recalibrated. Last quarter’s mistakes become this quarter’s better judgment.

Error Patterns Are Caught Before They Repeat

If an analyst consistently underweights a particular risk type, the system detects the pattern and adds a targeted guardrail. Your research improves even when you don’t.

Not a Static Tool

Research That Learns from Its Own Mistakes

Most AI tools give you the same quality output on day 1 and day 365. AlphaPod tracks every prediction against reality, then adjusts. The research you get next month is more accurate than the research you got this month.

Regime-Aware Confidence

Conviction scores adjust based on whether the analyst has been accurate in similar market conditions. Bull market accuracy doesn’t inflate bear market conviction.

Per-Analyst Report Cards

Each analyst is measured on its specific track record: did the quality analyst catch real earnings issues? Did the growth analyst’s projections hold up? You can see.

Self-Correcting Guardrails

When an analyst repeatedly gets a certain type of call wrong, the system automatically generates targeted corrections. Mistakes become permanent improvements.

Who It's For

Built for Investors Who Do Their Own Work

AlphaPod replaces hours of manual research with a structured, repeatable process. You still make the decisions — we give you better inputs.

Self-Directed Investors

You manage your own portfolio and do your own research. AlphaPod gives you the depth of an institutional desk without the six-figure data budget.

Active Portfolio Managers

Screen ideas faster. Contradiction flags and evidence grades help you focus on stocks that survive scrutiny — not just the ones with good headlines.

Research-Driven Advisors

Every recommendation backed by auditable, multi-analyst reports with full source citations. Show clients exactly why — not just what.

Run Your First Deep Research — Free

Pick any stock in our 600+ universe. See what the 9-stage research pipeline finds that you wouldn't. 7-day trial, no credit card required.

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Important Disclosure

AlphaPod.ai is a research and analytics platform. It does not:

  • Provide investment advice
  • Act as an investment adviser or broker-dealer
  • Manage client funds
  • Guarantee performance

All investment decisions are made independently by the user.

Market data references (including indices such as the S&P 500) are illustrative and subject to change. Always consult your brokerage or live market data provider for current figures.