For Masters and PhD students in South Africa

Screen your literature with AI. Write every word yourself.

A step-by-step NotebookLM method, a scoring workbook and a living AI use register your supervisor can check. Built around South African university AI policies, starting with NWU's.

Get the kit: R299 launch price Free brief for your supervisor

R299 for the first 100 buyers, then R399. Instant download.

Screening scorecard

Source C: Australian compliance study, 2019

Verified
Thematic relevance 3/3
Context fit 1/3
Policy alignment 1/3
Methodological rigour 3/3
Currency 2/3

Weighted score

68 / 100

Supporting source

Strong method, wrong context: useful for comparison, not for the core argument. Scores suggested by NotebookLM and set by the student after checking each quote.

The literature review is where most of your time goes, and where the AI rules are least clear.

Too many PDFs

Every database search returns more than you can read. Deciding which sources deserve a full read eats weeks.

Unclear rules

Your university allows some AI use and forbids other uses. Most students can't tell where the line is, so they either avoid AI or hide it.

Nothing to show

If your supervisor asks how you used AI, a vague answer creates doubt. A living register of every AI use settles it.

How it works

AI sorts and scores. You read, judge and write.

  1. 1

    Write a Screening Brief

    One page on your questions, context and statutes. You write it; no unpublished research goes into the AI.

  2. 2

    Set up NotebookLM

    Use your student Google account and the kit's instructions, which stop the AI from writing prose.

  3. 3

    Score and verify

    NotebookLM scores each source on 5 criteria with page-referenced quotes. You check every quote and set the final score.

  4. 4

    Read, write, declare

    Read your Core sources in full, write your review yourself, and declare your AI use with the template provided.

The AI does

  • Suggests scores for each source, with quotes and page numbers
  • Finds gaps: research questions with too few strong sources
  • Finds where sources disagree
  • Drafts practice questions for your defence

You do

  • Check every quote against the PDF
  • Set every final score
  • Decide what to search for next
  • All the synthesis, argument and writing

What's inside

Everything you need to start screening tonight

The ScreenLit Method guide

The four-phase workflow, the scoring matrix with its rules, and the red lines that keep you within policy.

Scoring workbook

Calculates weighted scores out of 100, sorts sources into Core, Supporting and Background, and summarises progress for supervisor meetings.

7 copy-ready prompts

Policy check, screening scorecard, quote verification, gap check, contradiction finder, examiner questions, and notebook instructions that block prose writing.

AI use register

The living register supervisors ask for: one row per AI use, logged on the day, with what you did with the output.

Screening Brief template

A Word template for your research questions, criteria and AI commitments, with a signature block for your supervisor.

Declaration and methodology text

An AI declaration and a methodology paragraph that describes your screening as a method, ready to adapt.

Worked example

A hypothetical Master of Environmental Management dissertation, screened source by source.

Built for South African rules

Designed around NWU's AI policy, adaptable to yours

North-West University's Council approved a formal AI policy on 19 November 2025. It requires clear attribution of AI use in research and restricts uploading research in progress or unpublished work to AI tools.

ScreenLit follows those rules by design: a Screening Brief instead of your proposal, a living AI use register, a declaration template, and a paragraph that describes your screening as a method in your methodology chapter. Step 0 of the guide shows you how to check your own university's rules before you start.

Pricing

One payment. No subscription.

Launch offer: first 100 buyers

Student Kit

R299 R399

  • Method guide (PDF)
  • Scoring workbook (Excel and Google Sheets)
  • 7 copy-ready prompts
  • Screening Brief template (Word)
  • AI declaration and methodology paragraph
  • 12 months of updates
Buy the kit

Faculty Workshop

From R12,000

  • 3-hour session for a postgraduate cohort
  • A kit for every attendee
  • Guide adapted to your faculty's AI guidelines
Ask about a workshop

For supervisors

A free brief explains what the method does and doesn't do, and how to check a student's screening in ten minutes.

Download the Supervisor Brief

Questions

Will this help me get past AI detection?

No, and nothing honest can promise that. ScreenLit keeps AI out of your writing altogether and gives you a record of exactly how you used it.

Is this allowed at my university?

It depends on your university and your supervisor. Step 0 of the guide shows you how to check, and the free Supervisor Brief helps you ask.

Do I need a paid NotebookLM plan?

No. The method works on the free version. We recommend signing in with your student Google account, which has stronger data protection.

I already use Mendeley. Do I need this?

Yes, they do different jobs. Mendeley stores and cites your sources. ScreenLit decides which ones deserve a place, and records how you decided.

I already uploaded my proposal. Am I in trouble?

Probably not, but do not hide it. The guide walks you through recording it and raising it with your supervisor.

Can I upload journal articles?

Check with your supervisor or librarian first. Open-access articles, government reports and legislation are the safest to upload.

Is it only for NWU students?

No. NWU is the worked example because its policy is detailed. The method works for any Masters or PhD literature review.

What if NotebookLM changes?

The method rests on your brief, the prompts and the workbook, not on any one button. Updates are included for 12 months.