Measured implementations

KSM™ case studies.

Documented implementation stories showing how the Knowledge Structuring Model moves from assessment to prioritized action and measurable reassessment.

Current study

From real-world authority to structured AI visibility.

Each case study separates observed KSM™ assessment movement from future checkpoints and unmeasured business outcomes. These implementations are part of the KSM™ Multi-Vertical SMB AI Visibility Study.

Beta implementation · In progress

Building AI Visibility for a Global Caribbean Fashion Brand

Sonia Noel Inc. · 90-Day AI Visibility Transformation. The second assessment moved from 33/100 to 68/100 while Day 60 and Day 90 remain pending.

33 → 68

KSM™ Score Progress

+35

Measured points

Read case study

Healthcare & Medical Services

Building AI Visibility for a Physician-Led Medical Practice

PeptideDoc · How KSM™ helped PeptideDoc improve structured extractability, entity salience and AI visibility for a physician-led healthcare organization serving New York City and the Tri-State area.

35/100

Pre-Launch

62/100

Day 1

+27

Improvement (points)

View PeptideDoc Case Study