Ruthless Optimization
Mechanics
We do not offer flashcards or passive reading. Every feature in RankForge is engineered to extract maximum yield through active recall and brutal AI evaluation.
Diagnostic Meat Grinder
Upload your syllabus, lecture notes, or PDF textbooks. Our engine instantly analyzes the material and shreds it into a high-yield, 5-question interrogation. It forces you to actively recall the most critical, easily-tested concepts.
- Client-side PDF extraction — instant, no uploads
- Automated 4:1 MCQ to Open-Ended ratio
- Smart content caching for instant re-runs
The Cynical AI Grader
Type or dictate your essay answers using our built-in Web Speech API integration. The AI doesn't care about your effort. It cross-references your answer against a hidden rubric of exact keywords and logical steps. If you miss a keyword, you bleed points.
- Ruthless keyword extraction from hidden rubric
- Fluff-detection — filler text costs you marks
- Precise, actionable "missing concepts" feedback
Everything else that ships with it
No feature bloat. Every tool has one job: improve your score.
AI Study Guide
Instantly generated executive summaries, key concept breakdowns, and critical takeaways — all formatted in clean Markdown.
Interrogation Chat
Ask your uploaded document anything. The AI tutor stays on-topic and redirects you back to the material if you go off-script.
Session Dashboard
Track every grind session, view final scores, and see your average across all completed tests at a glance.
Score Tracking
Every quiz session logs your final score. Green for passing, red for exposed — no illusions allowed.
App Resources (Coming Soon)
No PDFs? No problem. The upcoming Max Tier will unlock a curated library of high-yield study materials for standard subjects.
Stop Reading.
Start Bleeding.
Upload your first document in under 30 seconds and get a personalized diagnostic quiz instantly.
Enter the Grinder Today