JSON input format

Script invocation

Human-readable output

JSON output produced

Archetype classification

Frustrations with frequency

Specific actionable goals

Demographic ranges used

Multiple archetypes generated

Design implications present

Scope document

B2B SaaS stages used

Actions layer

Touchpoints layer

Emotions with numeric scores

Pain Points layer

Opportunities layer

Priority formula applied

Opportunities ranked

Emotion curve narrative

Coding tags applied

All 5 tag types present

3+ data point patterns

Finding structure complete

Testable research questions

Method selected with participant count

SCENARIO+GOAL+SUCCESS format

Task difficulty progression

Success metrics with targets

Severity ratings in report

Elastic persona identified

Demographic persona identified

Insufficient data source flagged

Sample size threshold applied

Segment viability checked

Revised persona has specific goals

Revised frustrations with evidence

Revised persona has psychographics

Confidence level stated

Demographic ranges used

Ideal user anti-pattern noted

Design implications included

Think-aloud script present

Silence prompts included

Non-leading question examples

Help request handling

Stuck participant handling

Post-task questions present

Post-session questions present

Pilot testing recommended

Session structure defined

Consent and neutral framing

Testable research questions

Segments identified

Segment size percentages

Viability threshold applied

Primary vs secondary designation

Confidence score calculated

Two data sources required

Sample size thresholds applied

Patterns require 3+ data points

Finding structure includes frequency

Underpowered segment flagged