AlphaQuery for Advisors
The method · how we read the tape

The Method.

Every screen on this desk is an argument, not a number. Here is the argument — the four things we believe about markets, and how each instrument was built to express them. Read this once and every chip, band and percentile on the platform stops being decoration and starts being a case you can make to a client.

Four beliefs. Everything else is plumbing.

1

Probability over prediction.

We don’t forecast — we measure. No one knows what the market does next, but we do know, with real numbers, what has followed thousands of times from a given setup. So every read here is a base rate and a distribution, never a call. “When a name has been this stretched, the next 21 days ran +7% two times out of three” is a defensible sentence. “This goes higher” is not. We only make the defensible kind.

2

Judge everything against its own history — never a generic threshold.

“70 is overbought,” says the textbook. Overbought for what? A utility and a semiconductor don’t share a nervous system. Every reading here is scored as a percentile of that specific name’s own five-year distribution — so a 67 that’s the 96th percentile for it is a genuine extreme, and a 67 that’s the 40th is noise. We threw out the universal thresholds. They flatter the eye and lie to the portfolio.

3

Breadth is the foundation. Price is the symptom.

An index can rise while it rots underneath — a handful of names carrying a market that’s quietly narrowing. So we start under the surface: what share of stocks sit above their own trend, across four horizons at once. When near-term participation runs ahead of the primary trend, the advance is broadening — the healthiest tape there is. When it rolls beneath, the index is standing on fewer and fewer shoulders. That’s the pre-wobble tell, and you only see it if you read breadth before you read price.

4

Respect the extremes — the edges are where the edge is.

The middle of a distribution is a coin flip, and we don’t trade coin flips. The information lives at the tails: washed-out enough that reversion has historically paid, or stretched enough that chasing has historically hurt. Every tool here is built to find those edges — and, just as important, to say plainly when nothing is at one. “Nothing actionable today” is a real answer. Most desks can’t bring themselves to give it.

The instruments

Four beliefs, six expressions. Each answers a specific question — and each was built the way it was for a reason.
Stretch History

Distance from trend — and what history did next.

What it answers

How far has this name run from its own trend, and the last hundred times it was here, what followed?

Why we built it this way

Distance from a moving average is old news. Pairing it with the forward-return distribution conditioned on that exact level of stretch is the part that matters. We don’t just show you the rubber band — we show you what happened the prior times it was pulled this tight.

How to read it

The line is % above/below the 65-day trend; the shaded bands are ±2σ of its own history; the dot is today. The snapback table beneath is the payoff — forward 5/10/21-day median, win rate and range, computed only from days it was as stretched as it is now.

What it is not

a timing trigger. A name can stay stretched for months. It’s a base rate, not a buy button.

Sector Compass

Where’s the setup — across the tools you actually allocate with.

What it answers

Which sectors and sub-sectors are washed-out (potential adds) vs extended (crowded) — and are they turning this week?

Why we built it this way

The same stretch lens as the names, aimed at the 11 sectors, sub-sectors, factors and fixed income — because that’s where an advisor actually tilts. The 1-week return on every tile tells you whether a washed-out sector is already starting to turn.

How to read it

Percentile of each ETF’s distance from trend — green ≤ 25th (washed-out), red ≥ 75th (extended). The “1w” figure is the trailing five-day return, color-coded. Click any tile for its rolling-return history.

What it is not

a buy/sell list. It’s where the odds and the crowding sit; sizing and timing stay yours.

Peer-Relative RSI

Is a name’s outperformance stretched?

What it answers

Is this name winning or losing versus its peers — and is that relative move at an extreme?

Why we built it this way

Absolute RSI tells you if a price is stretched. We care about relative strength, so we run Wilder’s RSI on the ratio of a name’s cumulative return to a leave-one-out basket of its peers (cap-weighted for sectors, equal-weighted for sub-sectors) — then percentile it against its own history. A 67 RSI is nothing; a 67 at the 96th percentile of relative strength is a crowded leadership trade.

How to read it

RSI at 21 and 65 days on the relative line, each with its own percentile. High = outperforming and stretched; low = lagging and washed-out.

What it is not

a price call. A name’s relative line can be at an extreme while its price does very little.

RRG — Relative Rotation

Which way is leadership rotating?

What it answers

Is a sector leading, improving, weakening or lagging the S&P — and which direction is it headed?

Why we built it this way

A snapshot of relative strength misses direction. RRG plots relative strength against its own momentum, with a tail, so you read rotation as motion — what’s rotating in before it’s obviously strong, and rolling over before it’s obviously weak.

How to read it

X = relative strength vs the S&P (100 = on par); Y = the momentum of that strength. Leading (top-right), Improving (top-left, rotating in), Weakening (bottom-right, rolling over), Lagging (bottom-left). The tail is the path it took to get there.

What it is not

precise timing. Quadrants can whipsaw near the center. It’s a map of flow, not an entry.

The Board

The 60-second read.

What it answers

If I had one screen before a client call, what do I need to know?

Why we built it this way

Everything above, synthesized. Adds vs trims, the rotation map, and the concentration read in one place — because the point of rigor is a fast, confident answer, not more tabs to open.

How to read it

Left: where the odds favor adding vs trimming. Right: the rotation picture. Top: the one-line house read of the tape.

What it is not

a portfolio. It’s a disciplined starting point for judgment, not a substitute for it.

The Research Library

When this happens, here’s what historically follows.

What it answers

A client asked something specific — what does the data actually say?

Why we built it this way

Every entry is an event study: define a trigger, measure the forward-return distribution across decades, report the base rate and the honest caveats. It’s the archive of ‘probability over prediction’ — and it’s where your bespoke, co-branded questions become permanent research.

How to read it

Searchable by theme across 100+ studies. Each one: the trigger, forward returns, win rate, base rate, and the caveats spelled out.

What it is not

a guarantee. Base rates are odds, not promises — and regimes change.

How they fit together

They’re not six tools. They’re one argument in four layers.
The floor

Breadth

Is the tape healthy or hollow? The Board

The setup

Stretch

Where’s the rubber band — name and sector? Stretch History · Sector Compass · Peer-Relative RSI

The flow

Rotation

Which way is leadership moving? RRG

The base rate

Studies

When we’ve been here before, what followed? Research Library

Start at the floor, find the setup, check the flow, cite the base rate. That’s the whole method — and The Board is all four on one screen.

What we won’t pretend to do

Rigor means owning the limits. A desk that tells you what it can’t do is one you can trust with what it can.
We don’t predict. No price targets, no “this goes higher.” Base rates and distributions only.
We don’t time to the day. Extremes can persist — a washed-out name can get more washed-out before it turns.
We’re not advice. This is probability-based market context, not a recommendation, and no substitute for your judgment or a client’s plan.
Past isn’t future. Every base rate carries the caveat that regimes change — and we print that caveat, we don’t bury it.
AlphaQuery Intelligence · Research for financial professionals. Educational content — not investment advice, not a recommendation, and not an offer to buy or sell any security. Historical and probability-based analysis; past performance does not guarantee future results. Figures are illustrative of the product format and refresh from live data in the delivered service. Updated October 29, 2026 · 12:32 PM ET.