04
WORK METHOD
00 / SYSTEM OVERVIEW
PARAMETER VALUE STATUS
DESIGNATION THE USER TESTING LAB THAT ACTUALLY SHIPS ACTIVE
METHODOLOGY EVIDENCE OVER OPINIONS / 95% CI / NUMBERS OVER VIBES VERIFIED
CLASSIFICATION RESEARCH + KNOWLEDGE / STATISTICAL RIGOR OPERATIONAL
01 / CURRENT METRICS
METRIC VALUE UNIT DELTA
SIMULATION_RUNS 100+ RUNS ↑12
CONFIDENCE_INTERVAL 95% PERCENT —
PERSONAS_ACTIVE 24 COUNT ↑3
PRODUCTS_TESTED 3 COUNT —
02 / SERVICE CATALOG
ID SERVICE DESCRIPTION STATUS
01 SYNTHETIC_USER_TESTING MULTI-PERSONA SIMULATION AT SCALE. 30-50 RUNS PER TEST. 95% CI. ADVERSARIAL VALIDATION. AVAILABLE
02 UX_TAXONOMY EVIDENCE-BASED PATTERN LIBRARIES. DESIGN DECISIONS BACKED BY DATA. AVAILABLE
03 LANDING_PAGE_OPT PERSONA-LEVEL CONVERSION ANALYSIS. A/B VARIANT TESTING. AVAILABLE
04 PRODUCT_RESEARCH_JTBD JOBS-TO-BE-DONE INTERVIEWS AT SCALE. OUTCOME-DRIVEN INNOVATION. AVAILABLE
03 / RECENT STUDIES
PROJECT TYPE RUNS PERSONAS RESULT DATE
TINYLAB UX_TAXONOMY 30 7 72% CONSENSUS / 3-TYPE SYSTEM 2026.03
LMTY LANDING_PAGE 40 10 V2: +34PTS C-LEVEL / -41PTS PMM 2026.03
04 / METHODOLOGY
STEP PHASE DESCRIPTION OUTPUT
1 RESEARCH BUILD PERSONAS FROM REAL HUMAN VOICES. NO ASSUMPTIONS. PERSONA_SET
2 SIMULATE DROP PERSONAS INTO PRODUCT. 30-50 RUNS PER TEST. RAW_DATA
3 VALIDATE ADVERSARIAL REVIEW. 95% CI BEFORE CLAIMING FINDINGS. VALIDATED_RESULTS
4 SHIP REPORT RESULTS IMMEDIATELY. NUMBERS NOT VIBES. FINAL_REPORT
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