Customer review classification
Code sentiment, themes, or product mentions across large review datasets.
Pipeline ready for analysis
Batch code short texts with AI at scale.
Classify hundreds or thousands of snippets against your coding scheme: customer reviews, job descriptions, movie summaries, or any short text you need coded.
AI qualitative coding for research teams
Automated Analysis
Process large batches of short texts automatically. Get confidence scores and AI reasoning for every classification.
Flexible Categories
Bring your own categories and coding rules, tailored to your project, domain, and research question.
Quality Control
Review AI reasoning for each decision, validate data structures, and cross-validate results seamlessly.
How it works
From spreadsheet to coded dataset in four steps — built for qualitative content analysis and market research workflows.
- 1
Upload your snippets
Prepare an Excel file with a description column and a label column (title or id). Each row is one text snippet to classify.
- 2
Define your coding scheme
Create categories with criteria, allowed values, and anchor examples — or import a YAML or DOCX scheme.
- 3
Run AI classification
Choose a model, review the credit estimate, and process hundreds or thousands of snippets automatically.
- 4
Export and validate
Download Excel results with coded values, confidence scores, and AI reasoning. Retry individual calls when needed.
Use cases
QualiCode helps researchers and analysts automate repetitive coding of short texts at scale.
Job posting analysis
Extract skills, seniority signals, or technology references from job ads.
Media and summary coding
Classify plot summaries, article excerpts, or social snippets by genre and topic.
Survey open responses
Apply a consistent coding scheme to open-ended survey answers for content analysis.
Questions about pricing or file formats? Read the FAQ.
Transparent Pricing
Sign up today to receive 50 free credits and start coding your qualitative data. Access to premium packages available from your dashboard. All prices in USD.
Payments are processed in USD. If your card is issued in another currency, your bank may apply its own exchange rate. Read our FAQ for details on credits and international billing.