Trusted by 2,400+ course creators since 2025

Your course has 0 concepts. Your students need 12.

CreatorMind maps your entire content library into a knowledge graph and generates the exact learning path each student needs. Not a linear course. A personalized journey through the 3% of your content that matters to them.

creatormind.ai / path-generator
RegressionNeural NetsCNNsML BasicsNLPData PrepStatsTransformersEmbeddingsPythonGPTEvaluation

The Industry Shift

The $400B course industry has a 15% completion problem. CreatorMind fixed it.

Five years ago, every student got the same linear sequence through the same 20-hour course. Today, 2,400 creators use CreatorMind to deliver adaptive paths that surface exactly the content each learner needs. The era of one-size-fits-all courses is over.

4.5x

Average completion lift

2,400+

Course creators on the platform

1.2M

Personalized paths generated

Transformation Stories

Same content. Same students. Radically different completion.

These creators didn't rebuild their courses. They let CreatorMind show each student the right path through existing content.

SC

Sarah Chen

Complete Digital Marketing Bootcamp

Before

15%

completion

After

68%

completion

Revenue: $14K/mo$41K/mo

Same content, same students, completely different outcome. The AI found that 73% of my students only needed 4 modules, not 22.

Results after 90 days

MR

Marcus Rivera

Full-Stack JavaScript Mastery

Before

12%

completion

After

54%

completion

Revenue: $28K/mo$67K/mo

CreatorMind showed me I had zero content bridging React basics to state management. One 12-minute video filled the gap. Completion doubled.

Results after 60 days

PS

Dr. Priya Sharma

Data Science Career Accelerator

Before

22%

completion

After

71%

completion

Revenue: $9K/mo$32K/mo

The knowledge graph revealed my advanced students were forced through 14 hours of basics they already knew. Personalized paths changed everything.

Results after 45 days

How CreatorMind Works

From content chaos to intelligent paths

01 -- Ingest

Upload everything. We understand it all.

Drop in your courses, podcasts, community posts, PDFs. CreatorMind chunks everything into concept-level units, extracts topics, difficulty, and prerequisites. Your entire intellectual output -- finally mapped.

Course: Digital Marketing 101847 concepts extracted
Podcast: Ep. 47 -- Growth Loops38 concepts extracted
PDF: Content Strategy Framework24 concepts extracted

02 -- Map

See every concept and connection.

An interactive map of every concept, every connection, every prerequisite chain. Discover content overlaps you never noticed and coverage gaps your students feel. Your knowledge graph updates in real-time as you add content.

RegressionNeural NetsCNNsML BasicsNLPData PrepStatsTransformersEmbeddingsPythonGPTEvaluation

03 -- Personalize

Every student gets their own path.

Based on goals, experience, and learning patterns, CreatorMind generates a unique path through your content. Not a linear sequence. A curated journey that adapts as the student progresses.

Python Fundamentals25 min
Data Structures40 min
3
ML Basics35 min
4
Feature Engineering50 min
5
Model Evaluation30 min
Personalized for: Alex (Intermediate, career-switch)3 hrs vs 18 hrs full course

AI Content Gaps

See where students fall off and why

CreatorMind identifies the exact concepts missing from your library that cause students to drop off. Then it tells you exactly what to create next -- and how long it should take.

Stop guessing what content to make. Let your students' learning data tell you.

Content Gap Analysis

Updated 2 hours ago
Feature Engineering
47% drop-off here

Create a 10-minute video bridging Data Prep to Model Training

Estimated effort: ~2 hours

Cross-Validation Techniques
31% drop-off here

Add a hands-on notebook exercise with 3 CV methods

Estimated effort: ~3 hours

Hyperparameter Tuning
18% drop-off here

Record a walkthrough of GridSearch vs RandomSearch

Estimated effort: ~1.5 hours

AI Insight

Your library covers Machine Learning but has zero content on Feature Engineering -- your students drop off here. A single 10-minute video could recover 47% of at-risk learners.

JK

Jamie Kim

Data Science Career Accelerator

Predicted Completion

94%

Velocity

1.4x

vs cohort avg

Progress

72%

of path

Time Saved

14h

vs linear path

Stuck Point Detected

Gradient Descent OptimizationStuck 2.3 days

AI auto-adjusted path: inserted “Calculus Refresher” module before retry

Adapted Path

Python
Stats
Calculus*
ML Basics
Gradient Descent
Neural Nets

* Auto-inserted by AI to address stuck point

Student Intelligence

Know what each student struggles with before they tell you

CreatorMind tracks learning velocity, detects stuck points in real-time, and automatically adjusts paths. Students who would have dropped off at lesson 4 now complete the entire journey.

Real-time stuck-point detection
Automatic path readjustment
Predicted completion scoring
Cohort velocity benchmarking

Knowledge Graph Explorer

Explore a sample knowledge graph

Hover or click any node to see connections and concept counts. This is what your content library looks like to CreatorMind.

Machine LearningDeep LearningNLPData ScienceComputer VisionReinforcement LearningStatisticsMLOpsFeature EngineeringGenerative AI
Click or hover a node to explore

Free AI Content Audit

Upload 10 pieces free.
See what your AI finds.

Get a full analysis showing concept coverage, content overlap, gap detection, and AI-generated path suggestions. No credit card. No commitment.

Average audit reveals 3.2 content gaps and 40% redundant material.

Pricing

Less than one hour of
instructional design consulting

Instructional designers charge $150-300/hour. CreatorMind delivers continuous, AI-powered personalization for a fraction.

Free

$0forever

Upload 10 pieces. See what your AI finds.

  • Up to 10 content pieces
  • Full AI Content Audit report
  • 5 personalized student paths
  • Basic knowledge graph
  • Gap detection preview

Growth

$29/month

For creators ready to personalize at scale

  • Up to 200 content pieces
  • Unlimited student paths
  • Full knowledge graph + explorer
  • Student intelligence dashboard
  • Content gap analysis
  • Stuck-point detection
  • Up to 1,000 students

Scale

$99/month

For established course businesses

  • Unlimited content pieces
  • Advanced learning analytics
  • Competitor gap analysis
  • Revenue opportunity scoring
  • Content ROI tracking
  • Up to 10,000 students
  • Everything in Growth