StockIQ Knowledge Base
How the StockIQ Algorithm Thinks
The Parameters Engine changes StockIQ from “ticker → score” into “ticker → parameter → evidence → decision context.” It does not promise what a stock will do. It organizes current facts, applies consistent rules, exposes uncertainty, and explains why a stock received its scores.
How to use it
- Click Parameters beside a ticker anywhere in StockIQ.
- Start with Overall Support, Core, Trajectory, Catalyst Acceleration, Risk, and classification.
- Click a parameter to see its facts, inference, confidence, data period, freshness, and sources.
- Compare “Why StockIQ Likes It” with “What Could Break the Thesis.”
- Use upgrade and downgrade triggers as a review checklist—not an automatic order.
StockIQ versus broad financial sites
Sites such as Yahoo Finance are valuable places to explore quotes, statements, estimates, ownership, news, and charts. StockIQ is the evaluation layer: it takes usable evidence, checks whether it is current and comparable, assigns importance, exposes missing inputs, and applies the same research rules to every ticker.
Broad site: ticker → data pages → you combine the evidence
StockIQ: ticker → evidence checks → weighted evaluation → confidence → decision context
What makes StockIQ's evaluation different
Repeatable rulesEvery ticker follows the same evidence, eligibility, scoring, and classification stages.
No invented neutral scoreMissing evidence is excluded and shown through coverage and confidence.
Importance-awareCore fundamentals outweigh confirming technical or sentiment signals.
Separate decisionsCompany quality, trajectory, catalyst, valuation, and risk cannot hide inside one number.
Period-awareOne estimate is not a revision trend; one 13F period is not accumulation.
ExplainableFacts, inference, confidence, freshness, sources, and thesis triggers remain visible.
Facts before inference
Reported growth, filings, prices, and earnings results are facts. A 0–10 score is a separate inference. Keeping them separate allows the algorithm to improve without rewriting historical evidence.
Insufficient ≠ neutral
Unavailable evidence is marked Insufficient Current Data and excluded from the average. StockIQ does not invent a neutral 5/10.
Confidence and freshness
Confidence reflects recency, source quality, evidence quantity, and conflicts. Delayed 13F filings are never described as real-time institutional activity.
The algorithm
Available parameters are normalized to 0–10. Scores of 6.5–10 are supportive, above 4 and below 6.5 are mixed/neutral, and 0–4 are negative. Overall Support is the tier-weighted average expressed as a percentage.
Overall Support = Σ(score × tier weight) ÷ Σ(available tier weights) × 10
Tier 1 · weight 3Revenue, EPS, guidance, margins, cash flow, balance sheet, valuation, major catalyst, and risk.
Tier 2 · weight 2Institutions, analysts, insiders, backlog, orders, market share, and sector evidence.
Tier 3 · weight 1Technicals, volume, options, short interest, and news sentiment.
Tier 3 may confirm a setup, but it cannot overpower deteriorating Tier 1 fundamentals.
Four different decisions
Great CompanyDurable growth, margins, cash generation, balance sheet, moat, and consistency.
Great EntryValuation and risk/reward at today’s price. A great company may still be a poor entry.
Great CatalystFast fundamental improvement plus a time-bounded event. This means research urgency, not automatic buying.
Great Portfolio FitPosition size, concentration, correlation, cost basis, and event exposure—kept separate from company quality.
Catalyst Acceleration: the seven conditions
StockIQ checks: revenue growth above 20%, accelerating revenue, segment growth above 30%, upward analyst revisions, earnings within seven days, active institutional accumulation, and price more than 10% below its recent high. Four conditions can create a Catalyst Candidate. Five or more with a near event can create a High‑Velocity Catalyst Candidate. The conservative Core score remains unchanged.
What the headline scores mean
CoreConservative long-term investment quality.
TrajectoryWhether recent operating and earnings evidence is moving supportively.
CatalystSpeed of change and urgency around a major event.
ValuationPrice versus fundamentals, history, and peers. Cheap is not automatically bullish.
RiskGap, volatility, leverage, dilution, concentration, regulatory, macro, and execution exposure.
Missed Opportunity learning
A ±10% daily move can trigger an audit against the pre-event snapshot. The report records what StockIQ caught and missed. It never changes weights from one example; a review is recommended only after at least three materially similar failures.
Decision discipline: Parameters are research estimates—not guarantees, personalized investment advice, or automatic trade instructions. Verify material facts with primary filings, consider downside and position size, and never confuse a high catalyst score with a high-confidence long-term investment.
A successful scan does not guarantee a score
Collection and scoring are separate. A scan can finish without an error and still show Insufficient. The job completed, but the minimum evidence for a defensible inference was not available. One current estimate cannot prove a revision trend, and one 13F reporting period cannot prove accumulation.
Estimate Revisions algorithm
Estimate Revisions does not come from the SEC. StockIQ needs analyst-consensus observations, normally separated by at least seven days. Until a comparison exists, the field correctly remains Building History or Insufficient.
Institutional algorithm
OwnershipChecks whether reportable institutional positions exist in the current 13F period.
AccumulationCompares aggregated holdings across current and prior periods. One period is not a trend.
Partial SEC progressShows filings and managers found, but partial indexing is not scored as a final result.
The SEC queue checkpoints and resumes later. Since 13F reports are delayed, StockIQ never labels them as real-time trading.
Discovery algorithm
Discovery expands the universe without lowering Core standards. Core begins at $2B; Small Cap Discovery covers $300M to below $2B; Microcap covers $25M to below $300M. The default liquidity floor is $1M average daily dollar volume.
QualificationFour independent strong signals can qualify a candidate; five or more can create a high-velocity label.
Risk gatesCash runway, dilution, toxic financing, and going-concern evidence affect rank and classification.
Position controlDiscovery names remain speculative or watch-only and cannot silently become Core positions.
Cap categories and notes
Upcoming Earnings, Catalyst Watch, and Calendar use Small (below $2B), Mid ($2B-$10B), Large ($10B-$200B), and Mega ($200B+) display lanes. A tab changes the view, not the score. Research notes are stored per ticker and missing parameter; they preserve your work but do not silently alter algorithmic scores.
Ticker Workspace Market Snapshot
The snapshot converts quote-page statistics into entry context. Bid and ask are intentionally omitted because they are short-lived execution fields, frequently unavailable without an exchange-level feed, and do not strengthen the research evaluation.
Trading contextPrevious close, open, day range, current volume, average volume, and relative volume show the opening gap, intraday range, and participation.
Risk and valuationMarket cap selects the comparison lane; five-year beta describes historical market sensitivity; trailing P/E and EPS show the price paid for recent earnings.
Return contextDividend and yield add an income component. The live analyst consensus target is translated into implied upside but is never treated as intrinsic value or a guarantee.
Event controlThe nearest future earnings date becomes days remaining. Same-day earnings create an entry blackout, while a near report creates entry caution.
Key formulas: Relative volume = current volume ÷ average volume. Dividend yield = annual dividend ÷ current price. Implied analyst upside = (consensus target − current price) ÷ current price. A dash means providers did not return a defensible value; StockIQ does not invent missing values.
Algorithm role: this is context, not a new headline score. Beta and relative volume inform volatility and confirmation; P/E, EPS, yield, and target upside support valuation review; earnings controls event risk. They cannot independently override Tier 1 fundamentals such as revenue, margins, cash flow, balance sheet, and guidance.