Dissertation Literature Reviews
Synthesise 3 to 20 empirical papers into themes with an audit trail your supervisor can verify — codes, verbatim extracts, and a citable methodology chapter.
AI-Assisted + Manual Coding — Free to start
Run Braun & Clarke thematic analysis and other major qualitative frameworks with academic rigor. Paste your interview transcripts or published studies, generate initial codes and themes, refine them with inline manual coding, and export a report complete with verbatim quotes, audit trail, and codebook.
From raw papers and transcripts to fully referenced, auditable themes in minutes — without losing methodological rigor.
Paste text or upload PDFs
Paste findings, full transcripts, or upload PDFs. Organize by study or participant label with automatic character and word verification.
Select your framework
Choose from 5 peer-reviewed qualitative frameworks (Braun & Clarke, Thomas & Harden, etc.). Watch the engine extract micro-codes and cluster them into thematic patterns live.
Export audit-ready reports
Receive rich theme definitions, analytic narratives with citation mapping, verbatim evidence tables, and methodological limitations.
Designed specifically for researchers making sense of qualitative data under rigorous academic standards.
Synthesise 3 to 20 empirical papers into themes with an audit trail your supervisor can verify — codes, verbatim extracts, and a citable methodology chapter.
Code your own interview, focus group, or open-ended survey transcripts participant-by-participant, then uncover cross-cutting themes ready for viva defense.
Execute structured thematic synthesis across included qualitative studies. Map descriptive codes directly to analytical themes for peer-reviewed journal submission.
Demonstrate reflexive thematic analysis pipelines live in seminars. Let students inspect how inductive codes form patterns and critique AI-assisted coding.
Rapidly synthesise prior literature into defensible thematic summaries to justify need, conceptual frameworks, and pilot methodology.
Transform stacks of consultation documents, survey comments, or stakeholder reports into clear, quote-backed thematic briefs in an afternoon.
Explore our step-by-step methodology guides covering Braun & Clarke, Thomas & Harden, reflexivity, and Viva defense preparation.
Standard AI chatbots provide conversational summaries you cannot cite or defend in a viva. Our dedicated engine follows peer-reviewed qualitative protocols with complete evidence traceability.
Exact quote matching with zero AI hallucination tolerance
Citable academic methodologies (Braun & Clarke, Thomas & Harden)
Full cryptographic audit trail of input text and extracted codes
Transparent Pricing
Start completely free with your first 3 sources. Unlock your entire dissertation or paper with a one-time pass.
Free
/ no card neededTest the analysis engine with your first 3 sources in 60 seconds.
What's included:
No signup or credit card required
$7
/ one-time paymentFull project capacity for completing your dissertation or research paper.
Everything in Starter, plus:
30 days access · Pay once, never recurs
Detailed Matrix
Every tier includes strict data privacy, verbatim grounding, and academic export.
| Feature | Starter | Thesis Sprint Pass |
|---|---|---|
| Data Capacity & Scale | ||
| Sources / Participants Limit | 3 | 20 |
| Analysis Runs & Re-syntheses | 2 runs | 5 full runs |
| Max Word Count Per Source | ~2,500 words | ~20,000 words |
| In-Browser PDF & DOCX Parsing | ✓ Up to 3MB | ✓ Up to 5MB |
| Research Modes (Literature & Primary) | ✓ Both | ✓ Both |
| Qualitative Methodology & Synthesis | ||
| 5 Supported Qualitative Frameworks | ✓ Included | ✓ Included |
| Verbatim Quote Grounding Check | ✓ | ✓ |
| Cross-Source Divergence & Agreement | Basic (3 sources) | Full Matrix (20 sources) |
| Export, Audit & Licensing | ||
| Markdown & Word (.docx) Export | ✓ | ✓ |
| Academic Audit Trail & Reflexivity Appendix | ✓ | ✓ |
| Access Duration | Session-based | 30 Days Project Access |
| Billing Model | Free (No card) | $7 Flat One-Off |
Uploaded PDFs and pasted transcripts are parsed locally in your browser. Your raw data is never used to train public models.
Every report generates a complete audit trail with SHA-256 data hashes, quote verification records, and reflexivity prompts for viva defense.
The $7 Thesis Sprint Pass is a flat, one-time payment for 30 days of access. No recurring billing, no surprise renewals.
Paste your findings, pick a framework, and watch your themes take shape — before your coffee goes cold.
Start your free analysisFAQ
Yes — it's what the tool is built for. Use literature review mode for your review chapter, pasting the findings of each study you're synthesising, or primary research mode for your own interview, focus group, and open-ended survey data. Either way you get named codes, a verbatim quote behind every code, themes with the sources that support and contradict them, and a Word report you can work from. Two things to do before you submit: review and rename the codes yourself — AI-assisted coding is a first pass, not a finished analysis — and check your institution's policy on AI assistance, disclosing it in your methods chapter where required. Cite the framework you chose (Braun & Clarke, Thomas & Harden, and so on), not this tool, as your method.
Substantially. A student NVivo licence runs about $125 a year and past $400 with the AI add-on, before the week you'd spend learning it. Here the first 3 sources of every analysis are free, and everything beyond that is one flat $7 (or £7/€7) for the whole analysis — up to 20 sources, with no word limit per source. A twenty-study review chapter costs $7, nothing to install, and you're running your first analysis within a few minutes. Check your university library first, though: a site licence sometimes makes NVivo free for you.
In literature review mode: the findings or results section of each study — the part that reports what was found. You don't need the whole paper: skip the abstract, methods, and references. Paste one study per box and label it with a short citation like “Smith et al. (2021)”. In primary research mode: your own participant data — one interview transcript, focus group, or respondent's open-ended survey answers per box. You can also upload a PDF per box (up to 3MB for free, 5MB on paid tier): it's read in your browser, we pull out the findings section where there is one, and you can edit the text before running.
Yes — switch to primary research mode on the analyse page. Paste or upload each participant's responses (interview transcripts, focus group excerpts, or open-ended survey answers), pick a framework, and the engine codes every participant with verbatim quotes and clusters the codes into themes across your dataset. Your first 3 participants are free; a full analysis of up to 20 is a flat $7 (or £7/€7).
Five: Reflexive Thematic Analysis (Braun & Clarke) — the default and the most widely taught; Thematic Synthesis (Thomas & Harden) for systematic-review style syntheses; Framework Analysis (Ritchie & Spencer); Grounded Theory with constant comparison; and Qualitative Content Analysis. The engine follows the phases and terminology of whichever you pick, and the report names the method so you can cite it.
The first 3 sources of every analysis are free — studies or participants, no signup, no card, up to 15,000 characters (~2,500 words) in each box. Analysing more than 3 puts the whole analysis on one flat $7 (or £7/€7), up to the 20-source maximum: the same price whether you run 4 sources or 20, no subscription, and the per-source word limit is lifted to around 20,000 words so whole papers and full transcripts fit. Paying unlocks the full analysis for 30 days, so you can run and re-run it as much as you need. No account, no card stored.
Yes — this is one. NVivo runs about $125 a year on a student licence and north of $400 once the AI add-on is included; here the first 3 studies of every analysis are free and anything beyond that is one flat $7 (or £7/€7) for the whole analysis, so a ten-study synthesis costs $7 with nothing to install and no week spent learning the software. Other affordable options for qualitative analysis are Taguette (free and open source, manual coding only), Quirkos (~$21 a quarter) and ATLAS.ti (~$50–99 a year on a student desktop licence). Check your university library first, though: a site licence often makes NVivo free for you. And if you're hand-coding hundreds of primary transcripts for a funded study with a formal audit trail, NVivo or ATLAS.ti is still the right tool — this is built to get you from a pile of findings to defensible themes fast.
Yes — as an AI-assisted first pass, not a replacement for your judgement. Review every code against its quote, rename themes to fit your research question, and follow your institution's or journal's policy on disclosing AI assistance. The report includes a limitations note that says exactly this.
Every code carries a verbatim quote copied from the text you pasted, and every theme lists the studies and codes behind it — so each claim is checkable in seconds. The engine is instructed never to paraphrase or invent quotes, and anything you can't verify against your own sources, you should cut. That audit trail is the difference between this and asking a chatbot.
Your text is processed to produce your results and is not stored on our servers — analyses live in your browser session and disappear when you leave (so export your report before closing the tab). To run the analysis your text is sent to a third-party AI provider whose API we use; we choose providers that do not use API data to train their models, and may change provider over time. Anonymise participant data before analysing it.
No. Open the tool, paste your studies, run the analysis, download the report. Nothing to sign up for, nothing to cancel.
At least 3 — below that, cross-study themes aren't meaningful — and at most 20 per analysis. If you have more than 20 sources, run them in batches by sub-topic and merge the themes in your write-up, or start with your 20 most central studies.