Methods sections are where manuscripts are most often found wanting, and where reviewers are least forgiving. This check reads your design the way a methods reviewer does: what is it, does it fit the questions, and has it been applied and reported properly.
Why methods sink papers
Reviewers assess whether your claims are earned. That judgement runs almost entirely through your methodology, and it is why a methods objection is so hard to answer after the fact — you cannot re-run a study during revision.
The failures are consistent. A design chosen because it was available rather than because it fits the question. Sampling described but never justified. Analytical choices reported without the reasoning that led to them. Conclusions written at a confidence the design cannot support. None of these are exotic, and all of them are visible in the text.
Who it is for
Before submission
The methods section is the part of a manuscript you can still fix cheaply. After review, you usually cannot.
After a methods-based rejection
When a reviewer objects to your design, an independent read tells you whether the objection is fair and what can be answered in a response letter.
For an unfamiliar design
If you are using an approach outside your usual repertoire, an audit against what that methodology normally requires is worth more than a second opinion from within your own field.
For mixed-methods work
Integration is the part reviewers question most often, and the part authors most often leave implicit.
Every dimension at once — not one at a time
This is the part that makes the difference, and it is worth being blunt about. A supervisor reads your work through their specialism. A statistician checks your numbers. A friend in your cohort reads it as a peer. Each of them gives you one view, and none of them gives you the view that matters — the whole document, assessed from every angle simultaneously, the way it will actually be judged.
That is what these engines do. They read the same document through several independent lenses in a single pass — methodological, theoretical, data-analytical, and specialised to your own field — and they do it in minutes rather than the weeks it takes to assemble that many expert opinions by hand.
The field-specialisation pass matters more than people expect. Generic academic advice is abundant and nearly worthless; what changes an outcome is knowing what your discipline treats as standard, which debates are live in your area, and which conventions a specialist reader will notice you have missed.
The outsider's eye you cannot give yourself
The most valuable thing here is not the list of problems. It is being made to see your own research from outside your own head.
You know why every decision was made, so you cannot see the places where the document does not explain them. You know what you meant, so you cannot see where the text does not say it. An outsider reads only what is on the page — and the gaps they notice immediately are the ones you stopped being able to see years ago.
Researchers routinely tell us the report changed how they understood their own project, not just how they fixed it. [SONNY: a real one-line quote from a customer would be far stronger than this sentence — drop one in when you have consent to use it.]
What the report contains
Four stages, in order. Each one builds on the last.
Two levels, and why the split is real
The Methodology Check covers stages one to three: identification, suitability, and how thoroughly the design has been applied. The Methodology & Data Analysis Check adds stage four, reviewing your analysis and whether your conclusions follow from it.
The split is not an upsell. It follows a real sequence in the work: a methods section is usually settled before the analysis is complete. Buying the first tier at that point gets you something you can act on immediately; the second tier would have nothing to review yet.
The methodology mistakes that cost the most
Methodology problems are punished disproportionately, for a simple reason: they are the one category of criticism you cannot answer during revision. You can rewrite a literature review in a fortnight. You cannot re-run a study.
- Method chosen before question. A design adopted because it was familiar, available, or fashionable — then retrofitted to questions it does not quite answer. This is the single most common finding, and the most damaging.
- Sampling described but never justified. Stating what you did is not the same as defending why it was adequate. Sample size justification, saturation arguments and inclusion criteria are all routinely reported without reasoning.
- Paradigm and method mismatched. An interpretivist framing married to an analysis that treats findings as objectively generalisable. Reviewers and examiners spot this instantly.
- Unjustified analytical decisions. Why this coding approach, this test, this threshold, this exclusion. Each decision without a stated reason is an opening.
- Mixed-methods integration left implicit. Two studies stapled together with no account of how the strands actually inform each other.
- Conclusions beyond the design. A cross-sectional study producing causal language. The most frequent single objection, and the easiest to avoid.
- Missing reflexivity and positionality. Increasingly expected in qualitative work, and its absence is now noticed rather than overlooked.
Every item here is visible in the text itself, which is exactly why an automated audit against what your chosen methodology normally requires is worth running before anyone else reads it.
Where we hold back on purpose
We comment on how your methodology is applied and reported. We do not tell you to change a design your supervisor has already approved — unless it genuinely cannot answer your research questions, in which case we say so plainly.
That restraint is deliberate. A report that second-guesses every approved decision is worse than useless: it creates conflict with the person actually supervising you, and it buries the findings that matter under ones that do not.
It needs at least 800 words
Below roughly 800 words there is not enough text to classify a methodology reliably, and every later stage of the report depends on that classification being right. A methodology section is typically 3,000–6,000 words, so this is rarely a constraint in practice.
How it works
- Choose your check. Pick the report you want in the panel on this page. The price shown is the price charged — it is read from the same configuration the checkout bills from.
- Verify your email. We send a six-digit code. This is how your report is tied to you and to nobody else, and it is why reports cannot be intercepted by someone who guesses a reference number.
- Upload your document. PDF, DOCX or TXT, up to 50 MB. A full thesis, a single chapter or a manuscript all work.
- Receive your report. Generated within minutes and delivered to the address you verified. Your document is deleted once the report exists.
What happens to your document
Your file is used for one purpose: producing your report. Once the report has been generated, the source document is deleted from our servers. It is not kept for training, it is not shared, and it is not readable by anyone who has not verified the email address the report belongs to.
This matters more for academic work than for most things people upload. An unpublished manuscript or an unexamined thesis is the one document in your career you cannot afford to have circulating, and a service that quietly retained it would be a liability rather than a help.
See a real report before you buy
Sample Methodology Check reports, so you can see how the design review is written up before you commit.
View Methodology Check samples →Common questions
Which tier should I buy?
If your analysis is not finished, buy the Methodology Check. If it is, the full report gives you the analysis and conclusions review as well.
Can I upload just the methodology section?
Yes, and for the first tier that is often the right thing to do.
What if it misidentifies my methodology?
The report states plainly what it concluded and on what basis, precisely so you can see the reasoning and disagree with it. If the classification is wrong, the reasoning will usually show you why — and that is frequently a sign your design is not described as clearly as you thought.
Will it tell me to change my design?
Only if the design genuinely cannot answer your research questions. Otherwise it comments on how the design is applied and reported, not on whether you should have chosen a different one.
Does it cover qualitative work?
Yes. The classification covers 33 recognised methodology types across quantitative, qualitative and mixed-methods research.
How long does it take?
Minutes, once payment is confirmed.
Minutes, not months
The alternative to this is waiting. Waiting for a supervisor with six other students, waiting for a reviewer who has your manuscript for four months, waiting for a viva to discover what you should have known before you submitted.
Upload your document and the report exists before you have finished your coffee. You do not book anything, you do not wait for a slot, and you do not explain your project to anyone.
Ready to run it?
Your design is either defensible or it is not, and you can know which in the next ten minutes.
Start your check ↑