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Progressive Precision

Framework & ModelProduct & AssessmentGeneral Sensitivity

An assessment approach that starts with broad, low-friction questions and gradually increases specificity as trust, clarity, and context build.

What This Really Means

Progressive precision reduces overwhelm and improves accuracy by letting users begin with simple signals, then drilling down only where it matters.

It is especially useful across cultures and languages, where people may need more time to interpret terms or feel safe answering sensitive topics.

The method often pairs with interpretive depth to explain why follow-up questions are being asked.

Examples

Starting with a short onboarding survey, then offering optional deep-dive modules

Asking follow-up questions only when a dimension score is ambiguous

Using gentle language first, then more specific examples as the user opts in.

Common Misunderstandings

Tap each myth to reveal the reality

Reality

Progressive Precision does not mean better truth, and it refers to an assessment approach that starts with broad, low-friction questions and gradually increases specificity as trust, clarity, and context build.

Reality

Progressive Precision differs from being vague, and it refers to an assessment approach that starts with broad, low-friction questions and gradually increases specificity as trust, clarity, and context build.

Reality

Progressive Precision does not mean you can predict relationship outcomes, and it refers to an assessment approach that starts with broad, low-friction questions and gradually increases specificity as trust, clarity, and context build.

Reality

Progressive Precision points to an assessment approach that starts with broad, low-friction questions and gradually increases specificity as trust, clarity, and context build, so users must answer everything for results to be useful is a misunderstanding.

Tags

#product-assessment#framework-model

Inside LoveIQ

We identify patterns related to Progressive Precision by analyzing responses in our assessment modules, helping you understand your unique relationship dynamics.

Sample visualization of a gap metric.

“You don't need to label yourself. These terms help describe patterns — not define you.”

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