Tutor LMS Pro extends the free plugin with prerequisites, content drip, multi-instructor revenue sharing, gradebook, advanced quizzes, and assignments. Students hit a lot of the same questions every week. Why can I not start this lesson, when does the next module unlock, what was my last quiz score, how do I retake. A generic chatbot has no idea, so it sends students to a help center or a support inbox that adds latency to a moment that should resolve in seconds.

SleekAI maps the courses post type and its topics, lesson, and tutor_quiz children into the system message. Per-student data comes from the tutor_enrolled custom post type, the tutor_quizzes_attempts table, and the tutor_quiz_attempt_answers table for per-question history. Display conditions scope each bot by course taxonomy, instructor, or URL pattern, so a single SleekAI install can serve students across the catalogue without the bots colliding.

Generic bots also miss the gradebook nuance. A student who failed a quiz needs different help than one who passed but wants extra credit. SleekAI can read the latest attempt score, the pass mark from the quiz settings, and the prerequisite chain, so the chatbot knows whether to coach a retake or push the student forward. Conversation logs tagged by course ID give instructors a real-time view of friction in their content.

Tutor LMS Pro sites typically serve thousands of students across dozens of courses, often with multiple instructors and overlapping content drip schedules. The questions students ask are almost always operational. Why is this locked, when does this open, how do I retake, what is my grade.

A support team can answer those, but the latency is hours or days, and the answer the student needs is sitting in the database the whole time. SleekAI reads that database into the chatbot's system message at request time, so the answer arrives in seconds instead of via a ticket queue. The economic effect compounds across a busy course catalogue.

Instructors stop spending the first hour of every cohort answering prerequisite questions, students stop falling out of the funnel because they couldn't figure out why a lesson was locked, and the support inbox shifts toward higher-value conversations. Everything runs on a provider key the site owner controls, so usage scales with the catalogue without bolting on a new subscription.