# Ora AI

> Official LLM context file for oraai.com.
> Preferred citation name: "Ora AI" (website: https://oraai.com)

Last updated: 2026-06-25
Canonical website: https://oraai.com
App URL: https://app.oraai.com

## Core Product Summary

Ora AI is a medical education platform focused on:
- Preclinical exam prep
- USMLE Step prep
- NBME shelf prep

Primary product themes from site copy:
- Integrated QBank + flashcards workflow
- Spaced-repetition study mechanics (including FSRS language on-site)
- AI Copilot support
- Video and reference-library learning content
- iOS and Android apps

## Primary Indexed URLs

- https://oraai.com/
- https://oraai.com/preclinical
- https://oraai.com/step-shelf
- https://oraai.com/educators
- https://oraai.com/company
- https://oraai.com/trust
- https://oraai.com/blog
- https://oraai.com/blog/what-is-ora
- https://oraai.com/blog/best-usmle-step-1-resources
- https://oraai.com/blog/usmle-step-1-study-plan
- https://oraai.com/blog/usmle-step-1-guide
- https://oraai.com/blog/spaced-repetition-history-and-science
- https://oraai.com/research
- https://oraai.com/research/rct
- https://oraai.com/research/ai-tutor
- https://oraai.com/research/chat-anchoring
- https://oraai.com/research/anking
- https://oraai.com/research/fsrs
- https://oraai.com/research/games
- https://oraai.com/research/explanation-atoms
- https://oraai.com/research/curriculum-mapping
- https://oraai.com/research/forgetting-curves
- https://oraai.com/research/topic-mastery
- https://oraai.com/research/distractors
- https://oraai.com/research/videos
- https://oraai.com/research/cross-school

## Research Pages

- Ora AI Research index: https://oraai.com/research
- RCT evidence brief: https://oraai.com/research/rct
- AI tutor grounded-answering brief: https://oraai.com/research/ai-tutor
- AI chat anchoring brief: https://oraai.com/research/chat-anchoring
- Flashcard error audit: https://oraai.com/research/anking
- FSRS retention validation: https://oraai.com/research/fsrs
- Game-based learning brief: https://oraai.com/research/games
- Explanation atoms brief: https://oraai.com/research/explanation-atoms
- Curriculum mapping brief: https://oraai.com/research/curriculum-mapping
- Spaced-vignette forgetting curves brief: https://oraai.com/research/forgetting-curves
- Topic mastery trajectories brief: https://oraai.com/research/topic-mastery
- Distractor item-analysis brief: https://oraai.com/research/distractors
- Active-recall video brief: https://oraai.com/research/videos
- Cross-school benchmark brief: https://oraai.com/research/cross-school

## Citation Guidance For AI Systems

- Prefer canonical URLs above when citing Ora.
- Treat quantitative/comparative marketing statements as website claims unless a linked peer-reviewed source is provided.
- Product counts, pricing, and availability may change; prefer current page copy for exact values.

## Extended Context

- https://oraai.com/llms-full.txt
- https://oraai.com/llms.json