15 AI Research Frameworks

Any US stock. 15 institutional-grade frameworks. One finished write-up.

Live SEC filings, current prices, real-time news — run in minutes, not researched for hours.

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The problem

Retail investors get outgunned
before the market opens.

Hedge funds have analysts running deep research on every position. You have a chart and a gut feeling.

Without AlphaLens

Hours of research across SEC filings, earnings calls, news, and financial statements — just to get a basic picture of one stock.

Without AlphaLens

Quote apps are built for glance-and-trade — not for people who want to understand the business they're buying.

Without AlphaLens

Missed signals — earnings quality issues, hidden debt, management red flags — that professionals catch and retail investors walk right into.


15 research frameworks.
One ticker. Seconds.

Try Free for 7 Days
01
Full Company Breakdown
Complete business overview — what they do, how they make money, and where they stand in their market.
02
Bull vs Bear + Moat Analysis
Balanced case for both sides with a structured assessment of competitive advantages and durability.
03
Fair Value Stress Test
Multiple valuation approaches under different scenarios — optimistic, base, and bear case.
04
Earnings Quality Analyzer
Detects accounting red flags, revenue quality issues, and whether reported earnings match real cash generation.
05
Long-Term Investment Thesis
3–5 year conviction case with built-in invalidators — what would prove you wrong.
06
Portfolio Risk & Fit
Correlations, concentration, and stress testing — how this stock fits your existing portfolio.
07
Trading Journal Audit
Behavioral patterns and personalized coaching from your own trade history.
08
Insider Activity Analyzer
What executives buying and selling really means — separating signal from routine transactions.
09
Catalyst Calendar
Upcoming events rated by probability and price impact — earnings, launches, regulatory decisions.
10
Options Flow Analyzer
What smart money positioning in the options market really signals about a stock.
11
Competitor Moat Comparison
Who is winning and why — head-to-head competitive advantage analysis against top rivals.
12
Management Quality Scorecard
Track record, capital allocation skill, compensation alignment, and guidance accuracy.
13
Macro Sensitivity Analysis
How interest rates, inflation, dollar strength, and economic cycles affect this stock.
14
Revenue Quality Decomposer
Recurring vs one-time, organic vs acquired, pricing vs volume — how durable is the growth.
15
Short Squeeze Probability
Short interest, days to cover, borrow cost, and squeeze setup conditions — without the hype.

See it in action

Watch NorrisAI AlphaLens
break down a real stock.

A full AI-powered analysis — live data, SEC filings, and real-time news, synthesized in plain English.

More analysis on YouTube →

Example output — Fair Value Stress Test on NVDA

What a framework actually produces.

Nvidia trades in the low-$200s, up modestly on the year and still working through the pullback from its spring highs. The stress test starts from consensus — Wall Street's price targets imply meaningful upside, but that consensus already prices in a lot of forward growth. On a forward basis the stock trades at a lower multiple than its trailing one, cheap only if the growth holds. The framework's job is not to repeat the consensus number; it is to stress-test the assumption underneath it — whether data-center demand growth decelerates from its current pace toward something more sustainable, and whether margins hold up if it does. No price target is asserted. The output flags the specific assumptions worth watching, not a number to anchor on.
Example output only — live runs use current pricing and filings at the time you run them.

How we compare

AI analysis at a fraction
of the cost.

PlatformPrice/moAI AnalysisPlain English15 Frameworks
Bloomberg Terminal$2,650
Seeking Alpha Premium$25Partial
TradingView Plus$35
NorrisAI AlphaLens$39✓ Advanced AI

Prices shown as monthly equivalents. Seeking Alpha Premium is billed annually at ~$299/yr (~$25/mo equivalent); Bloomberg Terminal is ~$32,000/yr (~$2,650/mo). Figures sourced September 3, 2026 — see full pricing on each provider's site.


How it works

Research in three steps.

01
Enter a ticker

Type any US stock symbol. AlphaLens pulls live price data, SEC filings, and financial data in real time.

02
Choose your framework

Pick from 15 analysis modes — run one for a quick check or all 15 for a full institutional-grade deep dive.

03
Read the research

Get a structured, plain-English analysis — not charts to interpret, not data to figure out. Actual insight.


Compare

How does AlphaLens stack up?

Straight comparisons against the tools independent investors already use.

vs Seeking Alpha
AI frameworks vs crowd-sourced articles
One aggregates other people's opinions. The other runs your stock through institutional-grade analytical frameworks. See the full comparison.
Read the comparison →
vs ChatGPT / Claude / Perplexity
Live filings vs a conversational answer
General AI chat answers whatever you typed, once. AlphaLens runs the same 15 frameworks on live filings and prices, every time. See how they differ.
Read the comparison →
See all comparisons →
Latest Institutional Analyses

See AlphaLens in action.

Full institutional-grade breakdowns — the same frameworks available on every stock in the app.

NASDAQ:TSLA · Q2 2026
Tesla: record revenue,
collapsing margins.
$28.2B revenue beat. $0.33 EPS miss. Operating income down 57%. The bull and bear case run through all 9 frameworks.
Read the full analysis →
NASDAQ:PLTR · Q2 2026 Earnings
Palantir: 9 straight beats.
Is the price already too high?
149% US commercial growth. 40x forward revenue. 15 frameworks on whether the fundamentals actually support the price.
Read the full analysis →
NASDAQ:AMZN · 2026
Amazon: up 5%.
Is it about e-commerce?
AWS is the only number that matters. 15 frameworks on the cloud company that delivers packages. Base case $420, bull $510, bear $240.
Read the full analysis →
NASDAQ:META · Q2 2026
Meta: EPS miss,
8% drop — what now?
FCF under pressure. AI capex ballooning. Base case fair value ~$274. 5 frameworks on whether this is a buying opportunity or a value trap.
Read the full analysis →
NASDAQ:MU · Sept 22 Earnings
Micron: HBM supercycle,
or cyclical trap?
$31.24 EPS consensus. Burry is short. CEO sold stock. 10 frameworks dissect the most consequential earnings print in Micron's history.
Read the full analysis →
NASDAQ:NVDA · 2026
NVIDIA: OS layer of AI,
or priced for perfection?
CUDA moat depth, Blackwell ramp, fair value stress test, Jensen Huang succession risk — 9 frameworks on the most important stock in AI.
Read the full analysis →
NASDAQ:AAPL · Q3 FY2026
Apple: beat on EPS,
missed on guidance.
$2.01 EPS beat. Supply constraints triggered a 4-6% after-hours drop. Is this a logistics problem or demand collapse? 9 frameworks find out.
Read the full analysis →
NASDAQ:SPCX · Post-IPO
SpaceX: $2 trillion rocket,
or falling knife?
Largest IPO in history. 31% short interest. Starlink vs. brutal valuation math. 9 frameworks on the most controversial stock of 2026.
Read the full analysis →
Live Sample Run
AVGO · Earnings Quality Analyzer · Sept 6, 2026 · $357.90
"Cautiously bullish for the next 6-12 months: the AI-driven operating leverage is real, but any stumble below 40% YoY growth or 52% gross margins would confirm bear-case mean reversion, justifying another 15-20% downside."
Run any US stock through this same framework, free for 7 days →
Pricing

Three ways in.

$39/month. $1.30/day. Cancel anytime.

Monthly · Free Trial
$39
per month · 7 days free · cancel anytime
7-day free trial — pay nothing today
All 15 AI research frameworks
Live price data
SEC EDGAR integration
Unlimited stock lookups
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Annual · Best Value
$299
per year · save $169 vs monthly
Everything in Monthly
Save $169 per year
One payment · full year access
All 15 AI research frameworks
Live price data
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Pro · Power Users
$99
per month · for serious research
Everything in Monthly
Run All 15 Frameworks — 5x per month
Full institutional deep-dive in one click
All 15 AI research frameworks
Live price data
Powered by Advanced AI
Get Pro — $99/mo

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Questions

Common questions.

How does the free trial work?
Start the monthly plan and your first 7 days are free — full access to all 15 frameworks. Cancel before the trial ends and you pay nothing. If you love it, do nothing and it continues at $39/month.
What do I get after I sign up?
You will receive an access code by email immediately. Enter it at norrisai.us to unlock all 15 frameworks. No downloads, no installs — NorrisAI AlphaLens runs in your browser.
Is the lifetime plan still available?
Founding lifetime purchases remain valid. That offer is closed.
What stocks does it cover?
US-listed equities with available data from our providers. Major stocks, mid-caps, and most small-caps are supported. Enter any ticker and AlphaLens will tell you what it can analyze.
Is this financial advice?
No. AlphaLens is a research tool, not a financial advisor. It helps you understand a company — the decision to invest is always yours. Do your own due diligence.
How is this different from free tools like Yahoo Finance?
Yahoo Finance shows you data. NorrisAI AlphaLens analyzes it. There is a big difference between a table of numbers and a structured, plain-English analysis powered by Advanced AI that tells you what those numbers actually mean for your investment decision.
Why is it so much cheaper than Bloomberg?
Bloomberg is built for institutions with teams of traders. AlphaLens is built for independent investors who want the same quality of analysis without the $2,650/month price tag. We pass the savings from AI directly to you.
How is NorrisAI different from just asking Claude or ChatGPT about a stock?
General AI chat gives you a one-off answer from training data. AlphaLens runs the same 15 structured research frameworks against live prices, SEC filings, and current news for every ticker — a repeatable process, not a conversation.
Does it use real-time data or only AI training knowledge?
Real-time. Prices come from live market feeds, filings come from SEC EDGAR, and news comes from live search — not from what the AI happened to learn in training.
How does it avoid making things up?
The frameworks work from live filings and pricing data, not invented numbers. No fabricated price targets, no invented earnings — if the data is not there, it says so.
Who is this built for?
Individual investors who want real due diligence depth without a Bloomberg budget — not people looking for hot tips.
Can I run all 15 frameworks on one stock at once?
Yes. Pro tier includes Run All 15 — every framework, one ticker, one pass.
Ready?

Start researching smarter today.

Free for 7 days. Choose from all 15 frameworks. Cancel anytime.

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