About AIQ

Institutional-Quality Stock Intelligence. Built for Every Investor.

AlgovestIQ — AIQ — is an AI-powered stock analysis and portfolio intelligence platform. It scores every US-listed stock across four quantitative factors, delivers clear Buy, Hold, or Sell signals with transparent reasoning, and connects those signals to portfolio optimization, stock screening, and investment education — all in one place.

Last updated: May 2026

What AIQ Does

Most investors either rely on analyst ratings — which update slowly and are influenced by coverage incentives — or navigate raw financial data without a framework for turning it into a decision. AIQ sits between those two extremes.

The platform continuously scores every US-listed equity across four quantitative factors: momentum, valuation, quality, and risk. These are the same factors that academic research and systematic fund managers have identified as the most durable drivers of relative stock performance. AIQ synthesizes all four into a single AIQ Score from 0 to 100 — a composite signal that reflects a stock's overall setup right now, not last quarter.

Every signal shows its factor-level reasoning. Investors can see exactly whether a strong Buy is driven by momentum leadership, an undervalued multiple, superior earnings quality, low volatility — or all four. That transparency is what separates AIQ from a black box.

The same analytical rigor extends beyond individual signals to portfolio construction: diversification scoring, risk-adjusted return measurement, Sharpe ratio analysis, drawdown simulation, correlation mapping, and factor exposure analysis — the infrastructure that previously required a Bloomberg terminal or a quantitative research team.

The Four Factors Behind Every AIQ Signal

Decades of academic research and quantitative practice consistently identify four factors that predict relative stock performance across market cycles. AIQ operationalizes all four into a transparent composite score — so investors understand not just what the signal says, but why.

Momentum

Measures how a stock trends relative to the broader market and its sector peers. Relative momentum — not just absolute price change — is one of the most empirically robust factors in equity research. A stock rising 8% in a sector up 20% has weak relative momentum despite positive returns.

Valuation

Compares price to fundamentals — earnings, free cash flow, and revenue — relative to sector peers. High valuation scores identify attractively priced stocks; low scores flag stretched multiples where the cost of being wrong is high. Metrics include P/E, P/FCF, EV/EBITDA, and PEG ratio.

Quality

Evaluates business durability through margin consistency, earnings reliability, ROIC, and balance sheet health. High-quality companies sustain performance across market cycles. Structural weaknesses in low-quality companies often only emerge under pressure — after the damage is done.

Risk

Quantifies downside exposure through historical volatility, maximum drawdown, beta, and macro sensitivity. A lower risk score does not mean cheap — it means the stock moves violently or unpredictably relative to peers. Higher scores indicate controlled, lower-variance behavior.

The AIQ Edge: Why Signals, Not Opinions

Traditional analyst ratings are point-in-time opinions — updated quarterly, shaped by coverage relationships, and slow to reflect rapidly changing market conditions. By the time a downgrade publishes, the move is frequently already priced in.

AIQ signals recalculate continuously from live market and fundamental data. No analyst needs to decide to update. No coverage incentive distorts the output. No recency bias from an earnings call three months ago. The signal reflects what the data shows right now.

Factor-level visibility adds a layer analysts rarely provide: the ability to interrogate why. Is a Sell signal driven by momentum deterioration, valuation stretch, weakening quality metrics, or elevated risk? Each answer leads to a different investment decision — and AIQ shows all four simultaneously.

The platform is also built to scale with investor sophistication. A new investor can start with a simple Buy/Hold/Sell signal and learn the underlying framework through the Learn Hub. An experienced investor can use the screener, comparisons, and portfolio optimizer to build a systematic, factor-driven research process — the same workflow institutional quant teams use.

Platform Tools

Every tool is built on the same underlying factor model — so signals, comparisons, screener results, and portfolio analytics all speak the same language and reinforce each other.

AI Stock Signals

Buy, Hold, or Sell for any ticker

Get a clear AI-powered verdict for any US-listed stock — calculated from momentum, valuation, quality, and risk without analyst recency bias or coverage incentives. Each signal shows the factor-level reasoning behind the verdict.

AIQ Rankings

Full leaderboard by composite score

Browse the complete universe ranked by AIQ Score. Identify which stocks have the strongest composite setup across all four factors right now and filter by sector, signal tier, or factor strength.

Stock Screener

Filter by momentum, valuation, quality, risk

Build a targeted watchlist by screening the full universe on any combination of factor signals. Narrow from thousands of stocks to your shortlist in seconds without parsing raw financial statements.

Stock Comparisons

Side-by-side factor analysis

Compare any two stocks across all four factors simultaneously. See where one has a material edge in momentum leadership, valuation discount, earnings quality, or risk profile — and what that means for relative positioning.

Portfolio Optimizer

Allocation, risk, and factor analysis

Analyze your portfolio's diversification score, Sharpe ratio, maximum drawdown, correlation structure, and factor exposures. Optimize allocation and stress-test positions before markets move against you.

Leaderboards

Top movers, sector leaders, momentum shifts

Live tables showing momentum leaders, AIQ top 50, sector spotlights, and signal shifts — updated continuously as conditions change so you see what the data is showing right now.

Market Regime

Risk-on, risk-off, or transitional

Understand the macro environment — whether conditions favor momentum, quality, or defensive positioning — so factor signals are interpreted in the right market context.

Learn Hub

Expert guides on every concept

In-depth references for every concept that powers AIQ — P/E, ROIC, Sharpe ratio, DCF, factor investing, portfolio construction — written at the level investors actually need to understand and apply them.

Built on Quantitative Principles

The methodology behind AIQ is grounded in decades of published factor-investing research — Fama-French value and size factors, Carhart momentum, Novy-Marx quality-minus-junk, and the low-volatility anomaly — combined with the operational discipline of systematic equity strategies.

AIQ does not predict stock prices. It identifies which stocks have the strongest relative setup across factors that historically drive outperformance. Signals are most useful for comparing relative strength across stocks in the same sector, sizing positions within a portfolio framework, and stress-testing allocation decisions against risk and drawdown constraints before committing capital.

The Learn Hub documents every concept in the model — momentum strategies, DCF analysis, Sharpe ratio, ROIC, maximum drawdown, factor investing, and more — not as simplified explainers, but as expert-level references that show exactly how each metric works, what benchmarks matter, and where each metric has real-world limits.

The Mission

Institutional investors have always had access to quantitative infrastructure that retail investors did not — systematic screening, factor-based scoring, portfolio risk decomposition, and continuous signal recalculation. That asymmetry has shaped investment outcomes for decades, not because retail investors lack analytical capability, but because the tools were never built for them.

AIQ exists to close that gap. The goal is not to simplify investing into a single number and tell people what to buy. It is to give every investor — regardless of portfolio size, background, or institutional affiliation — the same analytical rigor that quantitative research teams use to make decisions, so they can make better-informed ones of their own.

Methodology Governance

The AIQ methodology, scoring logic, and educational content are maintained by the AlgovestIQ research and product team. Factor definitions, interpretation guidance, and model-facing concept pages are reviewed and updated as data pipelines, market structure, and framework quality standards evolve.

Methodology notes and concept updates are reflected directly across the Learn Hub and AIQ tool pages.

Frequently Asked Questions About AIQ

What is AlgoVestIQ (AIQ)?

AlgoVestIQ, known as AIQ, is an AI-powered stock intelligence platform that scores every US-listed stock across four quantitative factors — momentum, valuation, quality, and risk — and synthesizes them into a single AIQ Score from 0 to 100. The platform provides clear Buy, Hold, or Sell signals with full factor-level transparency, alongside tools for stock screening, portfolio optimization, stock comparison, and investment education. It is designed to give self-directed investors access to the same analytical rigor that quantitative fund managers use — without requiring a Bloomberg terminal or institutional account.

What is the AIQ Score and what does it mean?

The AIQ Score is a composite signal from 0 to 100 that summarizes a stock's current setup across momentum, valuation, quality, and risk. Scores above 70 generally indicate a structurally strong Buy setup. Scores below 40 indicate a weak or Sell-tilted setup. Scores in between are Hold territory where factor-level detail matters most. The score is most useful for comparing relative strength across stocks in the same sector — a score of 75 where the sector median is 60 is more meaningful than an absolute 75 viewed in isolation. It is not a price target; it is a relative signal updated continuously as conditions change.

How is AIQ different from traditional analyst ratings?

Analyst ratings are point-in-time opinions typically updated quarterly or after major corporate events, and they are often influenced by coverage relationships and institutional incentives. AIQ signals recalculate continuously from live market and fundamental data — no analyst needs to decide to update them. The factor-level breakdown also makes the reasoning transparent: you can see whether a Buy setup is driven by momentum leadership, an undervalued multiple, high earnings quality, or low volatility. That transparency is what separates AIQ from both black-box algorithms and opinion-based ratings.

What factors does AIQ use to score stocks?

AIQ uses four factors grounded in decades of academic and quantitative research: (1) Momentum — relative price trend strength versus sector peers over 3–12 month horizons; (2) Valuation — price versus fundamentals including P/E, P/FCF, and EV/EBITDA relative to peers; (3) Quality — margin consistency, ROIC, earnings reliability, and balance sheet health; (4) Risk — historical volatility, maximum drawdown, beta, and macro sensitivity. Each factor is scored individually and combined into the composite AIQ Score. All four factor scores are visible on every stock page.

Who is AIQ built for?

AIQ is built for any serious investor who wants data-driven analysis rather than relying on opinions or parsing raw financial statements manually — from self-directed retail investors managing their own accounts to active traders making frequent decisions to sophisticated investors who want a systematic overlay on their research process. The platform scales: beginners can start with a simple stock signal and learn the framework through the Learn Hub, while experienced investors can use the screener, portfolio optimizer, and factor analysis tools in more advanced ways.

Does AIQ provide investment advice?

No. AIQ is an educational and analytical platform, not a registered investment adviser or broker-dealer. Signals, scores, and analytics are quantitative estimates — not personalized investment recommendations or guarantees of future performance. All investment decisions are the sole responsibility of the investor. AIQ provides the analytical infrastructure to make more informed decisions; it does not make decisions for you.

What tools are available on the AIQ platform?

AIQ offers eight core tools all connected to the same underlying factor model: AI Stock Signals (Buy/Hold/Sell for any ticker), AIQ Rankings (full leaderboard by composite score), Stock Screener (filter by any factor combination), Stock Comparisons (side-by-side factor analysis for any two stocks), Portfolio Optimizer (diversification, Sharpe ratio, drawdown, factor exposure), Leaderboards (momentum leaders, sector spotlights, signal shifts), Market Regime (macro environment context), and the Learn Hub (expert-level references for every concept in the model).

How does the portfolio optimizer work?

The AIQ Portfolio Optimizer takes your current holdings and analyzes them through the lens of the same four-factor model used for individual stock signals. It calculates your portfolio's overall AIQ Score, diversification grade, Sharpe ratio, maximum drawdown, correlation structure, and factor exposures. It identifies concentration risks — where too much of your return depends on a single stock, sector, or factor — and suggests allocation adjustments that improve risk-adjusted performance without requiring you to change your core investment thesis.

Start Using AIQ

Every tool is interconnected — the more you use them together, the clearer the analytical picture becomes. Start with a signal, explore the leaderboards, or run your current portfolio through the optimizer.

AlgoVestIQ provides information for educational and informational purposes only. Nothing on this platform constitutes investment advice. All signals, scores, and analytics are quantitative estimates — not guarantees of future performance. You are solely responsible for your investment decisions. Full risk disclosure.
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Informational only, not investment advice. Investing involves risk, including loss of principal.