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Weak-Area Analysis

See your accuracy topic by topic

A live heatmap of how you score across every topic, with the weak spots surfaced automatically — then a fix test built from exactly the areas dragging your score down.

Topic-level accuracy · Automatic weak-area detection · One-tap fix test

academik.ai / analysis / accuracy-heatmap
Physics · accuracy by topic
Mechanics
88%
Thermodynamics
72%
Optics
54%
Modern Physics
41%
Electrostatics
79%
Current Electricity
33%
Weak Shaky Strong
The data

Where exactly is your score leaking?

Not a vague subject grade — the precise sub-topics where your accuracy falls off a cliff.

Detected weak areas

Optics
54%
Modern Physics
41%
Current Electricity
33%
Mechanics
88%
Current Electricity

Flagged as your weakest topic — fixing this single area could recover the most marks per hour of study.

Insights

The heatmap turns guessing into a plan

Topic-level granularity

Accuracy is tracked per topic, not just per subject — so a strong overall score in Physics never hides one weak chapter pulling you under.

Automatic detection

You don't flag your own weaknesses. The engine watches every answer and surfaces the topics quietly costing you the most marks.

Marks-per-hour priority

Weak areas are ranked by how much score they could recover, so your limited study time always goes where it pays off most.

Recommendations

From red cell to fixed

Step 1

Read the heatmap

Open your topic grid and let the red cells tell you the truth about where your accuracy collapses.

Step 2

Generate a fix test

One tap builds a targeted test made entirely of questions from your weakest topics — no padding, no time wasted on what you already know.

Step 3

Attempt and learn

Work through the fix test with instant explanations, turning each red topic into something you can finally reason through.

Step 4

Watch the cell turn green

As your accuracy recovers, the heatmap updates in real time — visible proof the weak spot is now a strength.

Success metrics

Targeted fixing moves the score

Per-topic
Accuracy resolution
Auto
Weak-area detection
1-tap
To a custom fix test
Live
Heatmap updates
FAQ

Weak-area analysis, answered

Accuracy is tracked per topic, not just per subject — so a strong overall score in Physics never hides one weak chapter pulling you under.

Find the topics dragging you down. Then fix them.