Every trading day, dozens of analysts issue new ratings, price target changes, and upgrades or downgrades across the market. Most of these actions blend into the noise. A few of them, historically, have moved stock prices in a meaningful and predictable way.

For additional context on evaluating research, the U.S. Securities and Exchange Commission explains why investors should examine analyst recommendations, potential conflicts, and other information sources in its guide to analyzing analyst recommendations.

The challenge for self-directed traders has never been a lack of information — it’s knowing which analyst actions are worth paying attention to, and which ones are just noise dressed up as news.

The Problem With Following Every Analyst Action

If you’ve ever tried to track analyst upgrades and downgrades manually, you already know the problem: there are simply too many of them. Dozens of firms issue ratings changes every single trading day, and treating them all equally means you’re spending just as much energy on low-conviction calls as you are on the ones that actually matter.

Without a way to separate signal from noise, traders often find themselves chasing moves that have already happened or entering trades based on analyst firms with poor historical accuracy.

What Setup Grade™ Actually Is

Setup Grade™ takes that same flood of analyst activity and runs it through a backtested scoring model instead of asking you to eyeball each headline yourself. Every analyst action gets assigned a letter grade, A+ through F, based on how similar actions from that specific analyst or firm have historically played out for the stock in question. Instead of treating a Morgan Stanley upgrade the same as a smaller, less-tracked firm’s upgrade, the grade reflects the actual historical track record behind that specific call.

The grade isn’t a prediction and it isn’t a guarantee — it’s a compressed way of answering one question fast: has this type of action, from this source, historically mattered? That’s a very different question than “is this good news,” and it’s the one self-directed traders usually don’t have time to answer manually across dozens of daily actions.

How the A+ to F Scale Works

The grading scale is built around historical price reaction data, not sentiment or opinion. An A+ setup reflects an analyst action with a strong, consistent historical track record of preceding a meaningful price move in the expected direction. Grades step down from there as the historical signal weakens — a C grade might reflect a mixed or inconsistent track record, while an F suggests the specific type of action, from that source, has historically shown little to no reliable relationship with subsequent price movement at all.

This matters because it reframes the whole exercise. Instead of asking “is this upgrade bullish,” the grade is really answering “has this kind of call, from this source, actually mattered before.” Those are different questions, and the second one is the one that’s backtestable.

The “Double Move” Signal

One pattern Setup Grade™ specifically flags is what’s referred to as a “double move” — a situation where a stock has already made a significant move on an initial analyst action, and then a second, related action from another analyst reinforces the same direction within a short window. Historically, these clustered, reinforcing actions have shown a stronger and more reliable relationship with continued price movement than a single isolated call does on its own.

The logic is straightforward once you see it: one analyst’s opinion is one data point. When a second, independent analyst reaches a similar conclusion shortly after, especially with the stock already reacting to the first, that convergence is the kind of pattern a purely manual approach to watching headlines is unlikely to catch consistently in real time.

What Makes an Analyst Action Worth Grading

Not every rating change carries the same weight, even before Setup Grade™ gets involved. A price target increase from a firm with a strong historical track record on a specific stock carries different informational value than a routine reiteration from a firm that rarely moves the market. Setup Grade™’s backtesting approach accounts for this by weighing the specific analyst, the specific type of action (upgrade, downgrade, initiation, price target change), and the specific stock’s historical sensitivity to that combination, rather than applying one blanket rule to every headline that crosses the wire.

A Realistic Example of How This Plays Out

Picture two upgrades hitting on the same morning for two different stocks. The first comes from a firm whose upgrades on that particular stock have historically preceded a meaningful move within the following sessions — that gets flagged with a higher grade. The second comes from a firm whose past upgrades on its stock have shown little consistent follow-through — that one scores lower, even though both headlines might read as equally “bullish” on the surface. Without a backtested framework, both would look identical to a trader scanning headlines manually. That gap between what a headline says and what has historically happened afterward is exactly the noise Setup Grade™ is built to filter out.

Why Backtesting Matters Here

Any grading system is only as trustworthy as the data behind it. Setup Grade™’s scores are built by testing how specific types of analyst actions, from specific sources, have actually correlated with subsequent price behavior across historical data — not by applying a generic rule of thumb to every rating change equally. That backtested foundation is what separates a grade from a gut feeling, and it’s worth understanding before treating any single grade as gospel: past patterns holding up historically doesn’t guarantee they’ll repeat on any individual future trade.

How to Actually Use Setup Grade™ in Your Process

The grade works best as a fast filter, not a standalone trade signal. A practical approach: use the grade to narrow dozens of daily analyst actions down to the small handful actually worth a closer look, then apply your own research — checking the chart, recent volume, and broader context — before making any decision. Our guide to reading a stock chart and pre-market research checklist both cover the kind of follow-up research that pairs well with a high grade, rather than treating the letter grade alone as a complete trading decision.

FAQ

Is a high Setup Grade™ a guarantee the stock will move?
No. The grade reflects a historical relationship between similar past actions and subsequent price movement — it’s a probability-weighted signal based on backtested data, not a guarantee for any individual future trade.

How often do new grades get generated?
New analyst actions are graded as they happen, since the whole point of the system is filtering the daily flow of upgrades, downgrades, and price target changes in something close to real time.

Does a low grade mean the news is bad?
Not necessarily — a low grade reflects a weak historical relationship between that type of action and price movement, not that the news itself is negative. A downgrade can still carry a low grade if that particular analyst’s downgrades haven’t historically moved the stock much.