Analyze Moats. Validate Financials.
Think Like an Analyst.
Three-pillar AI research framework for U.S. stocks. Start with the moat — validate the finances — read the tape.
How MoatScan AI Works
Most people start with the price. We start with the business. Follow the right sequence every time.
Moat Analysis
"Is this a great business?"
- Network Effects
- Switching Costs
- Intangible Assets
- Cost Advantages
- Efficient Scale
- Management Quality
- AI Impact Assessment
Financial Analysis
"Is the business financially strong?"
- Income Statement Trends
- Balance Sheet Strength
- Cash Flow Quality
- Key Ratios (ROE, ROIC)
- Growth Trajectory
- Fair Value Estimate
- Target Price Consensus
Technical Analysis
"Is now the right time?"
- Short Term (1–4 weeks)
- Medium Term (1–6 months)
- Long Term (6m+)
- Price vs Key MAs
- RSI · MACD · Bollinger Bands
- Support & Resistance Levels
- Moving Average Crossovers
Key Features
5-Pillar Moat Deep Dive
Comprehensive analysis of Network Effects, Switching Costs, Intangible Assets, Cost Advantages, and Efficient Scale.
Management Quality
Independent leadership assessment — CEO track record, capital allocation discipline, insider ownership trends, compensation alignment, and governance red flags.
AI Impact Assessment
Evaluate how AI creates opportunities and threats for each company’s moat, with quantified scores and strategic insights.
Financial Health Scoring
Structured scoring across five dimensions — Income Statement, Balance Sheet, Cash Flow, Key Ratios, and Growth — combined into a single Financial Score.
AI Fair Value Estimation
AI selects the most appropriate valuation model for each company — DCF, P/E, EV/EBITDA, P/B, and more — then generates a transparent intrinsic value estimate with model rationale.
Technical Analysis
AI reads price conditions across three time horizons — Short Term, Medium Term, and Long Term — producing a verdict from Very Bullish to Very Bearish with indicator breakdowns and support/resistance levels.
See a full analysis before you sign up
All three pillars — moat, financials and technicals — for any company. Run whichever you need; here's what each one looks like, and the full walkthrough is one click away.
Competitive Radar
Executive Summary
Apple commands a formidable economic moat built on its powerful ecosystem, high customer switching costs, and deep network effects. The seamless integration of hardware, software, and services — spanning over two billion active devices — creates a platform that is exceptionally difficult for competitors to replicate. Apple's brand, ranked among the world's most valuable, enables consistent pricing power with gross margins above 45%. The App Store, iCloud, and a growing Services portfolio form a self-reinforcing flywheel that deepens engagement across every product category. While regulatory scrutiny and competition from Google and Samsung present risks, Apple's silicon leadership and privacy-first positioning provide durable competitive advantages likely to sustain profitability for decades.
Five moat pillars scored 1–10 into a Moat Score, a Wide / Narrow / No Moat verdict, plus management quality and AI impact.
Financial Strength
Executive Summary
Apple's financial profile is exceptional across all dimensions. Revenue growth is reaccelerating off a plateau — TTM revenue of $402.5B is up 2.9% — driven by the iPhone 16 cycle and Services expansion, now a $96B ARR business with 75%+ gross margins. The balance sheet holds $162B in cash and equivalents, providing strategic optionality despite deliberate leverage. Free cash flow of $108.8B in FY2024 funded $111B in buybacks and dividends, reflecting best-in-class capital allocation. Return metrics are world-class: ROE of 179%, ROIC of 59%. The primary watchpoint is the current ratio (0.87 at FY2024 year-end), a consequence of aggressive working capital management rather than liquidity stress. DCF fair value implies a 12.3% margin of safety at current prices.
Five sections — statements, ratios and growth — each rated 1–10 into a Financial Score, plus a fair value estimate and target price.
Short Term
1–4 weeks
Medium Term
1–6 months
Long Term
6 months+
Price Outlook: The most probable path over the coming weeks is a test of the $224.72 52-week high, with a clean breakout opening room to $230+. A pullback to the 20-day MA near $205 would be a healthy reset rather than a trend break, with the 50-day at $198 and the 200-day around $187 marking successively firmer support. Base case: range-bound between $205 and $225 with an upward bias.
A verdict from Very Bullish to Very Bearish for short, medium and long term, with the indicators and key price levels behind each.
Explore Our Research
Real AI-generated economic moat analyses from our public database — free to view, no payment needed.
From the Blog
Guides and analysis on economic moats, competitive advantage, valuation, and how AI is reshaping durable businesses.
Visa vs Mastercard: Two Network-Effect Moats Compared
Visa and Mastercard run near-identical network moats. Where they actually diverge: revenue mix, cross-border exposure, and regulatory risk.
DCF Valuation Explained: How to Value a Stock Without a Math Degree
A plain-English guide to discounted cash flow — what growth, WACC, and terminal value mean, and how MoatScan AI's own DCF engine actually works.
The $700 Billion AI Capex Arms Race: Moat Builder or Entry Fee?
Big Tech will spend roughly $700 billion on AI infrastructure in 2026. Capital-cycle history says arms races destroy returns — when does capex build a moat?
Simple, transparent pricing
Every plan gives you all three pillars — here's what else you get.
Free
$0/forever
- Run 10 fresh pillar analyses per month
- View existing analyses in our database — up to 10 companies/month
- Screener — Moat & Financial scores
- 1 watchlist — track up to 50 tickers
MoatScan AI Pro
$5/month
- Run 50 fresh pillar analyses per month
- View existing analyses in our database — unlimited companies
- Full screener — scores, moat type & trend, fair value, price targets
- Up to 5 watchlists, 100 tickers each
Every new account gets 1 month of full Pro access — free.
No credit card, no payment. Explore everything Pro unlocks, on us.
Frequently asked questions
- What is an economic moat?
An economic moat is a durable structural advantage that lets a company defend its profits from competitors for years — think Apple's ecosystem lock-in or Visa's payment network. MoatScan scores every company's moat across five pillars and assigns a Moat Type of Wide, Narrow, or No Moat.
Read the full methodology- What are the five moat pillars?
Network Effects, Switching Costs, Intangible Assets, Cost Advantages, and Efficient Scale. Each pillar is rated 1–10 with written evidence, and the weighted average becomes the company’s Moat Score out of 100.
See how each pillar is assessed- What is the difference between a Moat Score and a Moat Type?
The Moat Score (0–100) is the weighted average of the five pillar ratings — a measure of how strong the advantages are today. The Moat Type (Wide, Narrow, or No Moat) is a separate judgment about how long they will last: Wide implies 20+ years of defensibility, Narrow implies 10–20. The two can diverge, and the analysis says so explicitly when they do.
- How does the financial analysis work?
MoatScan pulls the last several years of reported figures and analyses six dimensions — Income Statement, Balance Sheet, Cash Flow, Key Ratios, Forecast and Growth, and Valuation. Each scored dimension gets a 1–10 rating, which combine into a Financial Score from 10 to 100 alongside a written executive summary.
See the six dimensions- How does MoatScan estimate fair value?
A deterministic selector picks the right model for each company’s profile — a discounted cash flow model for most operating businesses, a dividend discount model for REITs and dividend-paying financials — and the maths runs in code, not in the language model, so the same inputs always produce the same number. Where no model applies honestly, MoatScan reports no fair value rather than inventing one.
Browse fair value estimates- What does the technical analysis cover?
Three horizons — short term (1–4 weeks), medium term (1–6 months) and long term (6 months and beyond) — each with its own verdict from Very Bullish to Very Bearish, an indicator breakdown covering moving averages, RSI, MACD, Bollinger Bands and relative volume, plus support and resistance levels. Technical analysis is always generated fresh and never served from cache.
- Is MoatScan free to use?
Yes. Browsing published analyses in the database needs no account at all, and a free account adds 10 fresh analyses per month. MoatScan AI Pro is $5 per month for 50 fresh analyses, unlimited database views, and the full screener.
Compare plans- Is this investment advice?
No. MoatScan is an educational research tool. Every analysis is AI-generated from public filings and market data, may contain errors, and is not a recommendation to buy or sell any security. Always do your own research and consult a qualified financial adviser before investing.
Read the terms