Math kernel
The kernel owns the numbers, answer, solution method and misconception-tagged distractors. It is deterministic, seeded and testable.
Question engine
Fresh maths questions, generated from authored patterns.
MapMyMath is not a fixed worksheet bank and it is not an AI question writer. It uses a deterministic engine: authored maths templates, reusable scenario families, curated vocabulary and tested answer logic.
77
skills with generator coverage
125
authored templates
237
registered worded scenarios
75
scenario signatures for worded practice
The model
A question is built from three controlled parts.
Scenario skin
A reusable story turns the same mathematical structure into a market stall, journey, recipe, survey or puzzle without changing the answer logic.
Vocabulary bank
Names, places, objects and units are sampled from curated banks, multiplying variety while keeping stems readable for primary learners.
Grounded in real source material
The patterns come from olympiad textbooks, mental-maths tricks collections and the Australian Curriculum, plus the applied scenarios children actually meet: shopping, journeys, recipes, surveys, puzzles.
Reviewed before it ships
Every question family, scenario and distractor design is reviewed by a qualified academic before it reaches a child. Quality lives in the source patterns, so every generated question inherits it.
Why it matters
Fresh without being random
A child can meet new numbers and contexts while the engine still knows the exact answer, the intended method and the plausible slips.
Visuals are part of the maths
Number lines, clocks, gauges, thermometers, spinners, graphs, nets and geometric figures are generated as part of the question, not added as decoration.
Wrong answers carry signal
Distractors are engineered around misconceptions such as stopped one step early, place-value slip, counted the wrong part or used the wrong operation.
Checked automatically
Automated tests verify every template: the arithmetic is right, the four options are distinct, and the same seed always rebuilds the same question.
Next
See how MapMyMath measures progress.
Fresh questions are only useful if progress is measured carefully. The adaptive ladder is where that happens.