AI-Assisted + Manual Coding — Free to start

Complete your thematic analysis on time, with ease and rigor.

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.

Person-centredcareMedicationadherenceMotivationalinterviewingHealthliteracyShareddecisionsContinuityof careSelf-managementTherapeuticalliance
Synthesised Output Preview
Synthesised Thematic OutputPhase 5
3 themes · 21 quotes verified
Theme 1

Navigating Institutional Barriers in Care

Braun & Clarke Phase 5
Clinicians cited persistent administrative time pressures conflicting with individualized patient consultation.
4 studies8 grounded codes Verified Grounding
Theme 2

Empowerment via Collaborative Health Literacy

High Agreement
Co-designed treatment plans fostered stronger patient autonomy and consistent long-term adherence.
3 studies7 grounded codes Verified Grounding
Theme 3

Therapeutic Alliance as Emotional Buffer

Divergence Noted
Relational trust between practitioners and participants served as the primary protective factor against distress.
3 studies6 grounded codes Verified Grounding
Transparent 3-Step Process

How It Works

From raw papers and transcripts to fully referenced, auditable themes in minutes — without losing methodological rigor.

Step 01

Input & Grounding

Paste text or upload PDFs

Paste findings, full transcripts, or upload PDFs. Organize by study or participant label with automatic character and word verification.

  • Individual Source Isolation
  • In-Browser PDF Parsing
  • Zero Cross-Contamination
Step 02

Rigorous Synthesis

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.

  • Braun & Clarke 6-Phase Pipeline
  • Exact Verbatim Quote Validation
  • Cross-Study Axial Clustering
Step 03

Defensible Output

Export audit-ready reports

Receive rich theme definitions, analytic narratives with citation mapping, verbatim evidence tables, and methodological limitations.

  • Academic Word (.docx) & Markdown
  • Full SHA-256 Audit Trail
  • Complete Viva & Review Defense
🎯 Tailored Academic Applications

Who It's For

Designed specifically for researchers making sense of qualitative data under rigorous academic standards.

Undergraduate & Master's

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.

Master's & PhD Candidates

Thesis Primary Qualitative Data

Code your own interview, focus group, or open-ended survey transcripts participant-by-participant, then uncover cross-cutting themes ready for viva defense.

Evidence Synthesis Teams

Systematic Reviews & Meta-Synthesis

Execute structured thematic synthesis across included qualitative studies. Map descriptive codes directly to analytical themes for peer-reviewed journal submission.

Lecturers & Instructors

Teaching Qualitative Methods

Demonstrate reflexive thematic analysis pipelines live in seminars. Let students inspect how inductive codes form patterns and critique AI-assisted coding.

Funded Researchers & PIs

Grant Proposals & Backgrounds

Rapidly synthesise prior literature into defensible thematic summaries to justify need, conceptual frameworks, and pilot methodology.

Public Sector & Think Tanks

Policy & Practice Evidence Briefs

Transform stacks of consultation documents, survey comments, or stakeholder reports into clear, quote-backed thematic briefs in an afternoon.

New to qualitative thematic synthesis?

Explore our step-by-step methodology guides covering Braun & Clarke, Thomas & Harden, reflexivity, and Viva defense preparation.

Browse All Guides →
🛡️ Academic Credibility & Rigor

Built for Defensible Work

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.

100%
Verbatim Grounded

Exact quote matching with zero AI hallucination tolerance

5
Peer-Reviewed Frameworks

Citable academic methodologies (Braun & Clarke, Thomas & Harden)

SHA-256
Audit Integrity

Full cryptographic audit trail of input text and extracted codes

Methodological Transparency

✕ Generic Chatbot:Vague, black-box text generation with no auditable steps.
✓ Thematic Engine:Explicit 6-phase qualitative protocol (Braun & Clarke, Thomas & Harden, etc.) you can cite in your methodology chapter.

Verbatim Evidence Grounding

✕ Generic Chatbot:Prone to hallucinations, paraphrase drift, and invented quotes.
✓ Thematic Engine:Every code is anchored by verbatim quotes cryptographically verified against your source text (100% hallucination-proof).

Cross-Source Isolation & Audit

✕ Generic Chatbot:Blends all sources into a single blurry summary with lost attribution.
✓ Thematic Engine:Codes each study individually before cross-study axial synthesis, maintaining distinct source integrity with SHA-256 hashes.

Academic Dissertation Ready

✕ Generic Chatbot:Generic conversational output requiring hours of manual reformatting.
✓ Thematic Engine:Exports full Word (.docx) & Markdown chapters formatted with theme definitions, narratives, and methodological limitations.

Transparent Pricing

Simple, transparent academic pricing

Start completely free with your first 3 sources. Unlock your entire dissertation or paper with a one-time pass.

Currency:

Starter

Free forever

Free

/ no card needed

Test the analysis engine with your first 3 sources in 60 seconds.

What's included:

  • Up to 3 sources or participants
  • 2 analysis runs included (initial + 1 re-run)
  • Up to 2,500 words per source (15k chars)
  • Literature Review & Primary Research modes
  • All 5 qualitative frameworks (Braun & Clarke, etc.)
  • Verbatim quote extraction & verification
  • Browser-private PDF parsing (up to 3MB)
  • Export to Markdown & Word (.docx)
Start free analysis

No signup or credit card required

Best for Dissertations

Thesis Sprint Pass

30-Day Pass

$7

/ one-time payment

Full project capacity for completing your dissertation or research paper.

Everything in Starter, plus:

  • Analyse up to 20 sources or participants
  • Up to 5 full analyses / re-syntheses across 30 days
  • 20,000 words per source (120k chars) — whole papers & transcripts
  • 30 days full project access — revisit, tweak, and re-export anytime
  • Up to 5MB per file PDF & DOCX uploads
  • Cross-source synthesis & divergence mapping
  • Complete academic audit trail & reflexivity appendix
  • One flat fee — zero recurring charges or auto-renewals
Unlock For More Analysis

30 days access · Pay once, never recurs

Detailed Matrix

Compare Plan Features

Every tier includes strict data privacy, verbatim grounding, and academic export.

FeatureStarterThesis Sprint Pass
Data Capacity & Scale
Sources / Participants Limit320
Analysis Runs & Re-syntheses2 runs5 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 & AgreementBasic (3 sources)Full Matrix (20 sources)
Export, Audit & Licensing
Markdown & Word (.docx) Export
Academic Audit Trail & Reflexivity Appendix
Access DurationSession-based30 Days Project Access
Billing ModelFree (No card)$7 Flat One-Off
🔒100% In-Browser Privacy

Uploaded PDFs and pasted transcripts are parsed locally in your browser. Your raw data is never used to train public models.

🎓Methods Chapter Ready

Every report generates a complete audit trail with SHA-256 data hashes, quote verification records, and reflexivity prompts for viva defense.

🚫One-Time Payment, No Hidden Fees

The $7 Thesis Sprint Pass is a flat, one-time payment for 30 days of access. No recurring billing, no surprise renewals.

Your first three studies are on us

Paste your findings, pick a framework, and watch your themes take shape — before your coffee goes cold.

Start your free analysis

FAQ

Frequently asked questions

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.