InvestIQ
About InvestIQ

Institutional-grade analysis,
built for retail investors.

InvestIQ pairs a deterministic, multi-factor scoring engine with an AI interpretation layer — so you get the rigor of a quant desk and the clarity of a great analyst, without the jargon or the fees.

5
scoring clusters
18
data points / stock
0–100
conviction score
~5 min
full portfolio audit

The engine

One conviction score. Five independent lenses.

Every stock is scored 0-100 by five clusters, each weighted by how predictive it is. A BUY needs at least three aligned positively — no single signal can carry the verdict.

0
/ 100 · Conviction
Earnings Catalyst28%

Earnings surprises, EPS revisions, analyst trend, event risk.

Price Momentum22%

12M–1M momentum, golden cross, RSI quality, trend strength.

Smart Money20%

Insider buying, cluster buys, congressional trades.

Quality Gate18%

Piotroski, Altman Z, Beneish M, ROIC, FCF yield.

Valuation Context12%

DCF upside, P/E vs sector, EV/EBITDA vs 5-yr history.

The AI never invents numbers. It reads the pre-computed scores and explains them in plain language — the math stays deterministic underneath.

See it in action

This is what the assistant actually renders.

Not screenshots — the real interactive cards, live. Ask a question, get a card. The assistant speaks in 25 of them.

"Analyse NVDA"
91/100
NVDABUYJ-12

NVIDIA Corp. · Technology

Price $892.14Piotroski 7/9DCF -6%
Earnings
96
Momentum
94
Smart $
88
Quality
89
Valuation
52
BULL

AI demand surging — data-center revenue +94% YoY

BEAR

Valuation stretched — 62× forward earnings

Earnings imminent — event risk
"Wall Street on AAPL?"
Analyst consensus · 43 coveringAAPL · Apple Inc.
Buy
32 buy9 hold2 sell
Avg target$258.00$210 – $300
vs current $229.87+12.2%
4 upgrades · 30j1 downgrades · 30d
"When are TSLA earnings?"
J-9days
High tension
TSLA · Tesla Inc.2026-06-18 · EPS est. $0.62Mixed history-3.1% avg
Q1 2026-11.8%
Q4 2025+2.9%
Q3 2025+3.3%
Q2 2025-10.3%
"Insiders on MSFT?"
Smart money · 90dMSFT · Microsoft Corp.
Bullish
Buy ratio (90d)74%
$17.8M bought $2.9M sold
Cluster buying — 2+ insiders bought in the last 30 days
S. NadellaCEO$12.4M
2026-05-12 · 27,500 sh @ $451.00
A. HoodCFO$4.1M
2026-05-10 · 9,100 sh @ $450.00
C. CaposselaCMO$1.3M
2026-04-29 · 2,800 sh @ $446.00
"NVDA score over time"
Conviction · 30d trendNVDA · NVIDIA Corp.
Improving
91/100+20 · 30d
Events
2026-05-08·Cluster buying detected
2026-05-23·Q1 earnings beat +18%
"Macro context?"
Macro context · United StatesLate expansion
FOMC in 8 days
Rates elevated, inflation cooling — favors quality and value over high-multiple growth.
10Y Treasury4.32%
Fed Funds4.50%
CPI YoY2.8%
Growth · NegativeValue · Positive
Favored
EnergyMaterialsConsumer Defensive
Avoid
Real EstateConsumer Cyclical
"Bull vs bear on GOOGL"
AI debate · InvestIQ Scoring EngineGOOGL · Alphabet Inc.
Net bull
BearLean +38Bull
Bull caseSearch moat intact, Cloud accelerating, Gemini closing the AI gap.
  • Cloud margins turned positive
  • Buybacks + first dividend
  • Cheapest of the Mag 7 on P/E
Bear caseAntitrust overhang and rising AI capex pressure margins.
  • DOJ antitrust ruling risk
  • Capex up 50% YoY
"Risk/reward on AMD"
Risk / rewardAMD · Advanced Micro Devices
Asymmetric
3.00 : 1↑ 32.0%↓ 10.7%
Stop $150.00
Entry $168.00
Target $222.00
Kelly suggests 8.4% position size
Large-cap tier (β 1.8). ATR stop 10.7%, target 32% (DCF + consensus blend). Half-Kelly capped at 12% for this tier.
"Piotroski of AAPL?"
AAPL · Apple Inc.Piotroski F-Score
8 / 9Strong financial quality (≥ 7)
InvestIQ · /financial-scores
"Dividend on KO?"
DividendKO · Coca-Cola Co.
Dividend King
Forward yield3.10%
Payout ratio
68%Moderate stretch
Ex-date2026-06-14
Per share$0.485
FrequencyQuarterly
5y CAGR +4.2%62y streak of increases
Per-share history6 payments
"Which sectors now?"
Market cycle · 72% confidenceLate expansion
Rates high, inflation cooling — defensives and real assets tend to lead.
Favored
Energy8%MaterialsConsumer Defensive
Avoid
Real EstateConsumer Cyclical
Portfolio alignment41/100
Your book leans growth; this phase rewards defensives.
"Is my portfolio risky?"
Portfolio risk · My PEAConcentration · 64/100
High risk
Top exposure45% Technology
Beta1.28
Max drawdown 1y-22.0%
Sector breakdown
Technology 45%Healthcare 14%Financials 12%Industrials 11%
Correlation warnings
NVDAAMDρ = 0.86
MSFTGOOGLρ = 0.78
Over half the book sits in tech — an uncorrelated sector would cut drawdown risk.

What you get

Six tools. One workspace.

Each one does a specific job — and they all share the same scoring brain underneath.

How it works

From ticker to decision in three steps.

01

Connect or search

Upload a broker CSV or just type a ticker. No setup, no spreadsheets.

02

Get scored

The deterministic engine runs 18 data points across 5 clusters into a single 0-100 conviction.

03

Ask & act

The AI explains the score in plain language. You decide — informed, in seconds.

In depth

How every piece actually works.

No black box. Here’s the engine, the signals and the safeguards — explained plainly.

THE SCORE

What the conviction score actually means

Every stock InvestIQ analyses gets a single number from 0 to 100 — the conviction score. It’s not a price target and it’s not a guess: it’s the weighted output of five independent scoring clusters.

Above 75 reads BUY, 65-75 BUY-moderate, 40-64 HOLD, below that SELL. A BUY requires at least three clusters aligned positively — no single metric carries the verdict alone.

THE ENGINE

The five clusters, and why they’re weighted

Earnings Catalyst (28%) tracks earnings surprises and EPS revisions. Price Momentum (22%) reads the 12M-1M move, golden cross and RSI. Smart Money (20%) follows insider and congressional trades.

Quality Gate (18%) runs Piotroski, Altman Z, Beneish M and ROIC. Valuation Context (12%) weighs DCF upside and P/E versus sector. Weights reflect how predictive each dimension has been historically.

THE METHOD

Why deterministic beats an AI that guesses

Most "AI investing" tools ask a language model to read a company and spit out a verdict — and language models hallucinate numbers. Ask one for a P/E and it might confidently invent one.

InvestIQ flips it: the math is computed by a deterministic engine from real data — reproducible, auditable, identical every run. The AI never touches the numbers; it only interprets the scores in plain language.

SMART MONEY

How insider & congressional signals work

When a CEO or CFO buys their own stock with cash, it’s one of the cleanest bullish signals there is. InvestIQ weights purchases by role, recency and size over a 90-day window.

Selling is noisy — insiders sell for taxes or a new house. We only treat sales as bearish when both CEO and CFO dump a large share of their holdings together.

QUALITY & RISK

The quality gate that protects you

A stock can have great momentum and still be a trap. The Quality Gate acts as a multiplier: a strong Piotroski (7-9) lifts conviction, a weak one (0-2) drags it down hard.

Altman Z flags bankruptcy risk; below 1.8 the stock gets a DISTRESS tag. Beneish M sniffs out accounting manipulation. These turn a "cheap" stock into a value trap.

POSITION SIZING

Sizing positions without blowing up

Knowing a stock is good isn’t enough — you need to know how much to hold. InvestIQ uses a half-Kelly framework blending conviction, DCF upside and a downside estimate.

The suggestion is capped by market-cap tier, and a Kelly of 0% on a high-conviction name isn’t a sell signal — it just means valuation and conviction disagree, so the math counsels prudence.

BULL VS BEAR

Reading the bull and bear case

For every analysis, InvestIQ surfaces the three strongest arguments on each side, pulled from the 18 underlying metrics. The bull case is what’s working; the bear case is what could break.

The point isn’t to tell you what to do — it’s to make the trade-offs impossible to ignore.

WAR ROOM

Five agents debate, one verdict

The War Room puts five specialist AI agents in a room: a Quant on the signals, a Risk manager playing devil’s advocate, a Macro strategist, and a Value investor on quality and price.

They challenge each other in real time; an IQ Synthesizer reconciles the views into an adjusted conviction, a final call and sizing guidance — in under a minute.

PORTFOLIO AUDIT

Your whole book, audited in minutes

Drop a CSV from any broker — no login required to try. InvestIQ scores every position, then zooms out: sector concentration, hidden correlations and an overall health score.

It flags what you can’t see one stock at a time — 60% in one sector, three holdings that move together — then tells you, plainly, what to look at first.

WATCHLIST & ALERTS

Track quietly, get pinged loudly

Star tickers and set a threshold. During market hours InvestIQ re-scores them and pings you the moment something matters: a signal flips, earnings approach, or insiders move.

No more refreshing ten tabs — you decide what’s worth an interruption, and the watchlist does the watching.

Methodology

Grounded in peer-reviewed research.

No black box. The scoring engine builds on decades of published accounting and finance research.

Piotroski F-Score2000
Altman Z-Score1968
Beneish M-Score1999
Kelly Criterion1956
DCF / ROIC

Why InvestIQ

Different where it matters.

Deterministic, not hallucinated

Every number comes from a reproducible formula. The AI interprets — it never invents the math.

Portfolio-level, not just stock-by-stock

We score your whole book — concentration, correlation, sector tilt — not isolated tickers.

Broker-neutral & independent

Works over your PEA, CTO and crypto. No order flow, no kickbacks, no conflicts.

Built for speed

A full analysis in ~9 seconds, a portfolio audit in ~5 minutes. Cached and shared across users.

Who it's for

Built for two kinds of investor.

Marc

35–50
PEA + CTO · €30–200k

Builds wealth on the side but has no time to run the analysis himself. Wants a fast, neutral second opinion before every move.

Léa

25–35
Beginner · €5–30k

Just starting out, overwhelmed by jargon. Wants to be guided — to understand why a stock scores well, not just be told to buy.

Use cases

When you'd reach for InvestIQ.

Before you buy

Get a deterministic conviction score and the bull/bear case in seconds.

Health-check your portfolio

Spot concentration, correlation and risk flags across your whole book.

Never miss a flip

Get alerted the moment a signal changes or earnings approach.

Size positions sanely

Half-Kelly sizing capped by market-cap tier — no reckless bets.

Your morning brief

Wake up to what moved overnight on the tickers you actually hold.

Read the macro

See which sectors the current rate + inflation regime favors.

The vocabulary

The assistant speaks in 25 interactive cards.

Ask anything — it picks the right card. Here's the full vocabulary, growing every sprint.

Stock SignalComparisonPortfolio SnapshotQuick MetricNews ImpactEarnings CountdownInsider ActivityDividendAnalyst ConsensusScore HistoryPortfolio RiskPerformanceSector RotationRebalanceTax ImpactMacro ContextETF BreakdownWatchlistAI DebateTechnical SetupRisk / RewardScreenerSearchAlert SetupLesson

FAQ

Questions, answered.

Is this investment advice?

No. InvestIQ is an informational research tool. Scores and signals are educational — you always decide.

Does the AI make up the numbers?

Never. Every number comes from the deterministic scoring engine. The AI only interprets pre-computed scores in plain language.

Which brokers do you support?

We're broker-neutral. Upload a CSV from any broker — PEA, CTO, crypto — and we score it. No account linking required.

Where does the market data come from?

Financial Modeling Prep (Premium) — fundamentals, prices, insider filings, congressional trades, news and more.

Is it available in French?

Yes — fully bilingual FR/EN from day one, including the AI assistant's answers and every card.

Stop guessing. Start scoring.

Run your first analysis free. No credit card to look around.

InvestIQ is an informational research tool, not investment advice. Signals and scores are for educational purposes only — always do your own research and consider your personal situation before investing.

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