CLOSED BETA · JUNE 2026 · WEB + CHROME EXTENSION
Turn every missed MCAT question into a diagnosis,
a pattern, and a review plan.
You already do practice questions. The hard part is what comes next: naming why you missed it, finding the pattern across all your misses, and turning it into review cards before you forget. ReasoningMD does that for you, for AAMC, UWorld, Kaplan, Blueprint, Jack Westin, and any other qbank. Exports to Anki or Quizlet so the cards slot into your existing AnKing / JackSparrow / Pankow workflow without breaking your schedule.
Web app+Chrome extension— both launching with the closed beta.
What real premeds and med students are saying right now
What it looks like
Log a missed question. Get the diagnosis. Move on.
Real example below: a UWorld B/B trap-answer question on glycolysis regulation. Three fields in, structured diagnosis out. The Anki card slots into your existing deck without touching your scheduling.
MCAT Section
B/B
Status
WRONGSource platform
UWorld
What was this testing or why did you miss it?
Topic
Biochemistry → Glycolysis → Regulation & irreversible steps
Error type
TRAP_ANSWERQuick diagnosis
PFK-1 is the most-regulated step, so it's the most-tempting answer to “irreversible.” But hexokinase is also irreversible — and it's the first irreversible step. The trap is mistaking “most regulated” for “first irreversible.”
Targeted review
Pull up your AnKing glycolysis cluster + do 3 more JW B/B regulation questions. Both are in the resources you told us you own.
Front
Which steps of glycolysis are irreversible, and which is the FIRST?
Back
Three: hexokinase (first), PFK-1, pyruvate kinase. Hexokinase is the first; PFK-1 is the most regulated.
Tags
ReasoningMD::B_B::Glycolysis::2026-05-07
How it works
The error log every premed says they'll make. Automated.
01 — Log
Three required fields. Optional context after.
Section, status, and a one-sentence summary of the miss. Add what you picked and why, plus the correct idea, when you have the time — every extra field sharpens the diagnosis. Open the Chrome extension while you're in UWorld or AAMC, or just hit the web app on a laptop. The extension never reads page content or scrapes question text — you summarize in your own words.
02 — Diagnose
15 error types — not just 'study harder'
Content gap. Trap answer. Passage reasoning. Math setup. Question-stem misread. Experimental design. CARS inference. Eleven more. Every diagnosis names the underlying pattern, with a quick explanation, the topic + subtopic, and what to review next inside YOUR study stack — never resources you don't own.
03 — Recall
Personal review deck of YOUR misses, in Anki or Quizlet
Every premed knows they should make review cards from their UWorld and JW misses. Almost no one does, because it's tedious. We auto-build them, capped at 1 per mistake by default, with accept / edit / reject controls before save. Export to Anki (tagged sub-deck like ReasoningMD::B_B::Glycolysis that drops alongside your AnKing / JackSparrow / Pankow without collision) or Quizlet (single set, import once). Source field cites the question.
The honest comparison
We're not replacing your stack. We're fixing the gap nobody fills.
Most premeds already DIY this: copy-pasting UWorld misses into ChatGPT for cards, scribbling reasons on a Post-It, or starring questions in UWorld's notebook and never coming back. ReasoningMD is the structured, low-friction version that drops into your existing AnKing / JackSparrow deck (or your Quizlet set) without making you start over.
| Feature | ReasoningMD | UWorld notebook | Anki tags | DIY ChatGPT | RemNote / Mochi | NotebookLM |
|---|---|---|---|---|---|---|
| Logs across all qbanks (AAMC, UWorld, JW, Kaplan, Blueprint) | UWorld only | Manual | Manual | Manual | ||
| Auto-classifies error TYPE (15 categories) | Sometimes | |||||
| Surfaces recurring weakness patterns | Limited | |||||
| Stack-aware review (only mentions resources you own) | ||||||
| Auto review card per missed question (Anki or Quizlet) | Manual prompt | DIY | ||||
| Exports to Anki (AnKing / JackSparrow / Pankow safe) or Quizlet | n/a | |||||
| Low-friction logging (3 required fields) | Long form | Long form | Long prompt | Long form | Long form | |
| Hallucination-resistant (structured outputs, not free-form chat) | n/a | n/a | n/a | |||
| Never scrapes proprietary qbank content | n/a | n/a | n/a | n/a | n/a |
Comparison reflects publicly documented features and common DIY workflows described on r/MCAT as of May 2026. Tools evolve fast — we'll update this honestly.
From practice block to your review deck, automatically
Three steps. No tabbing away. No prompting.
Log a miss right after the block
Open the Chrome extension while doing UWorld or AAMC, or hit the web app on your laptop. Three required fields: section, status, one-sentence summary. We never read the page or scrape the question.
AI diagnoses topic + error type
Topic, subtopic, one of 15 error categories (trap answer, content gap, passage reasoning, math setup, etc.), and a 1–2 sentence explanation of WHY you missed it — not 'study harder.'
Review card in your deck of choice
One card by default, opt-in for more. Export to Anki (a tagged ReasoningMD sub-deck that lives alongside your AnKing / JackSparrow / Pankow without collision) or Quizlet (single set, import once). TSV export today, with .apkg in a later release.
“I tried to make my own Anki deck of UWorld misses for two weeks. Got to 8 cards and quit. Having this auto-build it would have been the difference between 510 and 520.”
“Top scorers don't just review questions. They name WHY they missed each one. That's what moves a 510 to a 522 — the diagnosis, not more flashcards.”
“The only way I'd touch this is if it dropped cards into my existing AnKing without breaking my schedule. The unique-GUID sub-deck approach is the right call.”
Quotes paraphrased from waitlist feedback and r/MCAT DMs. Real names available on request.
Frequently asked
The questions everyone asks first.
Join the closed beta waitlist.
Web app + Chrome extension, both launching June 2026. We email you the moment it's ready — no spam, no drip campaigns. Existing waitlist members keep their early-access promise.