CLOSED BETA · JUNE 2026 · FIRST 100 ARE FREE

80% of MCAT mistakes are passage misreads, not content gaps.

Reasoning.MD reads any medical PDF with you. It highlights question-worthy sentences, cites the exact paragraph for every claim, and auto-generates Anki cards from your highlights. Built for MCAT crammers and med students, not for generic Q&A.

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What real premeds and med students are saying right now

The MCAT is a reading test. Read that again.r/MCAT · 1.2k upvotes
I built my own GPT grounded on FirstAid. Game changer.r/medicalschool · M2
I spend more time MAKING Anki cards than reviewing them.r/MCAT · 847 upvotes
ChatGPT just makes things up. I can't trust it for board prep.r/medicalschool · M3
NotebookLM is great but it doesn't tell me what's TESTABLE.r/MCAT · 312 upvotes
I read the same chapter 4 times and still failed the quiz.r/ADHD · premed
The MCAT is a reading test. Read that again.r/MCAT · 1.2k upvotes
I built my own GPT grounded on FirstAid. Game changer.r/medicalschool · M2
I spend more time MAKING Anki cards than reviewing them.r/MCAT · 847 upvotes
ChatGPT just makes things up. I can't trust it for board prep.r/medicalschool · M3
NotebookLM is great but it doesn't tell me what's TESTABLE.r/MCAT · 312 upvotes
I read the same chapter 4 times and still failed the quiz.r/ADHD · premed

Live demo

Click any highlight. See exactly why the AI flagged it.

Below is a real biochemistry passage, the kind you'd see on AAMC FL5 or in Kaplan B&B Chapter 9. The AI marks the sentences most likely to be tested, shows its reasoning, and pre-builds the Anki card.

biochemistry_passage_07.pdf · page 1 of 1

Passage 7 — Biochemistry

Recent investigations into mitochondrial uncoupling proteins (UCPs) have challenged the long-held view that thermogenesis in brown adipose tissue is mediated by UCP1. Although UCP1 remains the predominant isoform in classical brown adipocytes, . Critically, this contribution appears to be dependent on the availability of , which serve as both substrates and allosteric activators. The investigators concluded that .

AI Reasoning

§2 ¶1 s2
Test-likely sentence

New empirical claim that contradicts the prior consensus stated in s1. MCAT loves testing whether you noticed a study challenged old assumptions — expect a 'which finding best supports' or 'the author would most likely agree' question.

Anki card

auto-generated

What did emerging evidence on UCP3 challenge?

The view that UCP1 is the exclusive mediator of brown-adipose-tissue thermogenesis. UCP3 (skeletal muscle) may contribute to non-shivering thermogenesis under cold acclimation.

4 highlights · 1 trap-word · 3 cards generated in 0.8s

How it works

Three things every other tool gets wrong.

01 — Highlight

Test-pattern–aware tagging

Trained on AAMC, NBME, UWorld, and AMBOSS question patterns. Marks new claims, qualifiers, dual-function vocab, and rhetorical traps — the four sentence types that account for ~70% of all passage-based questions.

02 — Cite

Every claim links to the source

No more wondering if the AI hallucinated. Each answer includes a citation pill (§2 ¶1 s2) that one-click jumps to the exact paragraph. Trust by verification, not vibes.

03 — Recall

Auto-generated Anki cards

Highlights become cloze-deletion and image-occlusion cards in seconds. One-click export to your existing AnKing or Pixorize deck — proper tags, no overwrites. Stop spending 70% of study time MAKING cards.

The honest comparison

We're not trying to replace your stack. We're fixing the gap.

FeatureReasoning.MDChatGPTNotebookLMUWorldAnKing
Reads your own PDFsLimited
Cites exact paragraph for every claimSort of
Flags test-likely sentencesIn-Q only
Auto-generates Anki cardsManualPre-made only
Trained on board-exam patterns
Hallucination-resistant
Works on AAMC / NBME materials

Comparison reflects publicly documented features as of April 2026. Tools evolve fast — we'll update this honestly.

From PDF to Anki in 60 seconds

Three steps. No prompting. No setup.

01

Drop in a PDF

Any source — AAMC FL, UWorld notes, B&B transcripts, your own lecture slides.

02

AI reads it like a test-writer

Highlights the sentences most likely to appear on a question, with reasoning for each.

03

Verify, then export

Click any citation to verify against the source. Export highlights to Anki in one click.

I would have killed for this in my MCAT prep. I literally re-read the same Kaplan chapter four times because I couldn't tell what mattered.
J.M. · M1, building the waitlist demo
The citation pill is the killer feature. The reason I don't trust ChatGPT for biochem is one wrong answer poisons three hours of review.
S.K. · MCAT 522, Princeton Review tutor
Auto-flashcards from highlighted sentences would save me 8 hours a week, easy. That's the whole pitch.
A.R. · M2, AnKing power user

Quotes paraphrased from waitlist feedback & Reddit DMs. Composite where noted. Real names and full quotes available on request.

Frequently asked

The questions everyone asks first.

NotebookLM is brilliant at answering questions about your documents. It does not tell you which sentences are most likely to be tested, and it does not generate Anki-exportable cards from your highlights. Reasoning.MD is built around the MCAT/USMLE testing pattern — every highlight comes with a reason it's flagged and an exportable card.

Be one of the first 100.

Free lifetime access for the first 100 signups. Beta opens June 2026. We email you the moment it's ready — no spam, no drip campaigns.

First 100 signups get free lifetime access. No spam. Unsubscribe anytime.