Corridor scan: knowledge commerce, MENA

Proven-model decode + local baseline mapping

Market Intelligence Lab, public layer

Scoping which corridor intelligence becomes publication

Answer-engine visibility patterns

Feeding SEO After AI follow-up research

eCommerce Attribution, paid signal tests

Cohort payback reads across two channels

Knowledge Commerce Stack, smoke offers

Willingness-to-pay thresholds, two corridors

Dentistry Academy, learning paths v2

Completion mechanics + renewal instrumentation

MedLibrary, activation loop

Repeat path use is the gating signal

Growth Automation, partner installs

Build-track rollouts, payback visibility first

Lifecycle drafting agents

Execute-with-review rung on the Autonomy Ladder

RECON scanning workflows

Corridor scans on a weekly cadence

Experiment analysis pipeline

Auto-generated readouts, operator-reviewed