All articles · Published 2026-08-07

Beyond "here's where you're weak": how the study-direction recommendations work

You've reviewed hundreds of questions and your mistake list keeps growing — but what should you actually practice next? Handy 990's study-direction recommendations push weakness analytics one step further: instead of just drawing a radar chart, the app ranks the two or three things most worth doing right now, each with a one-tap shortcut into the matching practice. This article explains how the ranking works, and why setting a goal is where it all starts.

"I know I'm weak. Now what?"

Many serious test-takers get stuck at the same point. You've done plenty of questions, and the app dutifully tells you: Part 3 accuracy 58%, grammar weaker than vocabulary, Part 7 always runs out of time. All true — but these are a diagnosis, not a prescription. Staring at a radar chart full of dents, you still have to guess: shore up listening first, or grammar? Go back to drilling questions, or memorize vocabulary?

Guessing wrong is expensive — not because the effort is wasted, but because it goes where the return is lowest.

That's the step the study-direction recommendations take over. They pick up the practice history you've already built, finish the "what should I practice" reasoning for you, and hand back just two or three concrete actions, already ranked.


Step one: say where you're going

To use this feature, the app first asks you to do one thing: set a target score.

This isn't a hurdle — it's a mathematical necessity. "Weak" is always relative. A 70% accuracy on Part 5 is ahead of schedule for someone aiming at 600, and the biggest hole in the wall for someone aiming at 900. Without a goal there is no gap; without a gap, any recommendation is just your statistics rephrased.

Once your goal is set, the app converts it back into a target accuracy for each Part (using the same lookup tables as the score estimator), then subtracts your current estimated level, Part by Part. From that moment on, every recommendation carries a concrete number: how many points this weakness stands between you and your goal.


Step two: not the weakest first — the most valuable first

Here comes the most important design decision: gaps are not ranked raw. Each one is multiplied by that Part's weight on the real exam.

Of the hundred listening questions on the TOEIC, Part 3 accounts for 39 and Part 1 only 6; on the reading side, Part 7 alone is 54 questions — more than half the section. The same 10-point deficit costs you three times as much in Part 7 as in Part 6 (16 questions).

So the ranking logic is "gap × weight" — in plain words: patch the hole that converts into points fastest. This differs from the intuitive "practice whatever's weakest," but it's the most efficient order for your total score. Your Part 6 accuracy might genuinely look worse; if the Part 7 hole is worth more points, the app will honestly send you to Part 7 first.


Step three: deciding how to practice, not just where

Knowing you should attack Part 5 isn't enough — Part 5 mistakes can come from shaky grammar or from a thin vocabulary, and the two ailments take completely different medicine.

This is where the app consults your six-axis skill estimate (grammar, vocabulary, reading detail, reading inference, short listening, extended listening — the hexagon on the analytics page) to diagnose the cause, then connects the recommendation to the right practice:

  • Weak grammar axis → grammar lessons, error-correction drills
  • Weak vocabulary axis → vocabulary practice, vocab clinic, collocations
  • Weak extended listening → Part 3/4 practice with transcript review
  • Weak short listening → Part 1/2 smart practice, accent training
  • Weak reading inference → Part 7 practice with the answer-evidence highlighter

There's also one independent check: if your reading pace clearly exceeds the time budget, the app issues a separate pacing recommendation even when your accuracy looks fine — questions you never reach score nothing, no matter how accurate you are.


What you'll see

At the top of the weakness-analytics page, a "Suggested study directions" section appears with up to three cards. Each card is three lines:

  1. Diagnosis — "Part 3 is at 58% — 12 points below your target (39% of the listening section)"
  2. Actions — two or three buttons jumping straight to the matching practice, that Part's strategy guide, or the prescribed drill module
  3. One relevant tip — the most useful card from the tips library right now

No long report, no charts to interpret yourself. One sentence of diagnosis, one button of action.

If you've just started and haven't practiced enough, the app tells you honestly — "practice a few more questions and directions will appear" — rather than squeezing out an unfounded recommendation. Same principle as our score estimation: better to admit what we don't know than to pretend we do.

The free tier shows the top-ranked recommendation; the full list with its action shortcuts is a Pro feature.


Why this works

The most expensive cost of test prep isn't time — it's time spent in the wrong direction.

What the study-direction feature does is honestly quite simple: it takes the practice record you've already left behind, multiplies it by the real exam's scoring structure, aligns it with the goal you set yourself, and computes the highest-return next step. In theory you could do all of this by hand — spread out your mistakes, look up the question weights, convert the scores — but nobody actually does, and nobody should spend their energy there.

Your energy belongs in the practice itself. Leave the direction to the data.


Study directions live at the top of the weakness-analytics page and activate once you set a target score. For how the underlying ability estimate works, read this article; for more on letting data tell you what to practice, we recommend what Moneyball taught us.

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