GratisAIfield guide · learning

weak-area map / notes 7 · free workflow

Find the Three Topics Your Notes Keep Failing — Free

Score each topic on how sure you are, how often you have tried it, and how much it matters; the map ranks them so the weak-and-important corner is the only one you study.

source path: Google NotebookLM · terms checked 2026-09-13

confidence and importance both weightedweak and irrelevant sorts last
attempts includedmany tries at low confidence is a signal
ranked, not listedthe study order is decided for you

What this replaces

Revision starts with whatever is at the front of the notes. This scores confidence against importance, so the topic that is both weak and heavily examined rises above the one that is merely vague.

Tool note. This runs entirely in your browser — no account, no upload, no paid API key. Google NotebookLM is named as the free source-grounded reading path for the material you paste; its published free-tier terms were checked on 2026-09-13 and can change.

The four passes

01

Collect the smallest useful input

One topic per line with a confidence score, how many times you have attempted it, and an importance score.

02

Let the map rank them

Each gets a weighted score with the three numbers behind it.

03

Study the low-confidence high-importance rows

That corner is where marks are cheapest to win.

04

Retest and rerun

A topic whose confidence score does not move needs a different method, not more time.

Try it on the weak-area map / notes 7

The board below runs in your browser. It opens with a worked sample so the result is visible before you paste anything; switch scenarios, edit the text, or reset to the sample.

first load

running the sample…

first-load · sample values are illustrative, not verified facts

Everything you paste stays in this browser tab. Nothing is uploaded, there is no account, and no request leaves the page to generate the result; clearing site data removes anything saved locally.

What breaks, and what to do

Confidence guessed generously

Score it against a blank page, not against recognition.

Importance guessed

Check the exam weighting before scoring it.

Topics spanning two subjects

Run one subject at a time or the weights blur.

Go deeper — Weak-Area Map

The free board above is the whole loop. The paid tier keeps the arranged output so you do not rebuild it.

  • Printable map with the weak-important corner boxed — estimate: 12 minutes saved per revision session, basis: 5 topics re-scored at ~2.4 minutes each
  • Saved local history across sessions — estimate: 8 minutes saved per session, basis: re-entering 5 topics at ~96 seconds each

$4 one-time

open the app