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How We Measure · Voice Prompts

Authentic Tasks,
Scored at Scale.

What you ask determines what you can measure.
Every IMPACTER prompt is open-ended and linguistically calibrated, engineered to elicit the language that maps directly to the Anchor Attributes.

The Prompt Library

Six Questions That
Open Six Doors.

Each prompt targets a distinct cluster of durable-skill signals. Click any card to experience the prompt exactly as a student does.

Grit

When You Kept Going

How students describe sticking with something long after it stopped being fun — the clearest signal of self-driven persistence and how they talk to themselves when it gets hard.

6 / 8 Signals
Compassion

Someone Who Cares

The people students name when they feel truly seen, and what that language reveals about their capacity to connect.

5 / 8 Signals
Gratitude

The Person You'd Thank

Who students credit when they reflect on what they have — and whether they reach for specific people and moments, or stay in the abstract.

4 / 8 Signals
Curiosity

The Question You Can't Let Go

The things students chase on their own time — a window into how they pursue understanding when no one is assigning it.

5 / 8 Signals
Purpose

What You're Working Toward

How students link today's effort to something larger they're reaching for — and whether that direction is genuinely their own.

6 / 8 Signals
Growth Mindset

When You Bounced Back

How students narrate failure and recovery — whether they frame a setback as a ceiling, or just a step in the process.

5 / 8 Signals
The Linguistic Architecture

Durable Skills Leave A
Fingerprint In Language.

We don't grade how well students speak.
We detect the language patterns each skill leaves behind, and score the thinking.

Pick A Skill
1
A Student Says
2
The Pipeline Detects
3
It Signals
Validated against human raters · Adjacent Accuracy 98.0% · re-benchmarked per model version
A Worked Example

One Prompt. One Voice.
Five Signals Scored.

Julian, Grade 11, answered a single voice prompt in two minutes and three seconds. The scoring pipeline detected five durable skills in his language — each one anchored to a rubric level, a timestamp, and the exact phrase that carried it.

“My main goal in life is to be successful and make my family proud.”
Julian
Grade 11 · Independence High · 2:03 Response
5 Of 8 Detected
Purpose 3.8/4 L4 · Strong
Grit 3.6/4 L4 · Strong
Growth Mindset 3.4/4 L3 · Strong
Perspective-Taking 2.9/4 L3 · Present
Gratitude 2.7/4 L3 · Present