Onur Öztürk

We tried to compare three LMS MCP servers and could only verify one. Here is the evaluation framework that came out of it, and what the tool list tells you.

Six AI roleplay tools we could verify from vendor pages, the four we excluded and why, and the question none of these roundups answer: where does the score go?

Onboarding decides retention before week two. The education-first playbook: stages, the 8-step process, honest metrics, and where product tours stop being enough.

Bots intercept tickets; education prevents them. Why 73% of customers try self-service but only 14% get resolved, and the playbook that closes the gap.

The complete guide to customer education: what it is, the sourced numbers behind it, a step-by-step program blueprint, the failure patterns nobody writes about, and how to pick the stack.

Most customer education stats circulate without a source. This page fixes that: every figure below is dated, linked to the study that produced it, and labeled by who funded it.

Enablement is not another word for customer success. The working definition, how it differs from success and support, and how small teams run it without new headcount.

Enrollment counts are vanity. The two-layer measurement framework for customer education: program metrics, business outcomes, and verified understanding as the bridge.

Not another logo parade. Nine real customer education programs, each broken down to the stealable pattern: what they built, why it works, and the lean version of it.