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Run your whole quantitative consumer study in one place — build, collect and run CFA, SEM, PLS-SEM and conjoint in your browser, with APA results.

Interactive course to learn and master React Hooks

Website, pricing, platforms and company facts side by side.
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| Website | explonia.com | useeffect.dev |
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| Company | Startup from Poland · 1 - 9 employees | — |
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In their own words, as submitted to SaaSHub.


Explonia is a quantitative consumer research platform for the full study workflow. Build surveys and experiments, recruit participants, check response quality and analyse data in one place. The platform includes reliability and validity tests, EFA, CFA, CB-SEM, PLS-SEM, regression, mediation,...
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As answered by people managing Explonia and useEffect.dev.
Explonia's answer
Explonia grew from a recurring problem I saw in academic and applied research: one study was often split across a questionnaire builder, a recruitment service, spreadsheets, statistical software and a separate reporting workflow. Important decisions and quality checks were easily lost between those steps. I built Explonia to make rigorous quantitative research runnable from start to finish, with transparent calculations and outputs that researchers can inspect and edit.
Explonia's answer
Explonia combines study design, data collection, recruitment, response-quality checks, publication-grade analysis and reporting in one browser workspace. Researchers can build surveys, experiments and conjoint studies, then run CFA, CB-SEM, PLS-SEM, regression, mediation, EFA, reliability and repeated-measures analyses without moving data between separate tools. The platform also produces editable APA-style result text, tables, diagrams and research exports. Its calculation validation notes are public, and free research tools can be used without an account.
Explonia's answer
Choose Explonia when you want one quantitative research workflow instead of assembling a survey builder, participant platform, statistics package and reporting template. It is especially useful for researchers who need advanced methods but want clear, editable outputs rather than code-only results. Another product may be a better fit if you mainly need qualitative interviews, enterprise CRM automation or a general-purpose form builder; Explonia focuses on rigorous consumer and social research.
Explonia's answer
Explonia is primarily for academic researchers, doctoral researchers, market and consumer insights professionals, and research teams conducting quantitative consumer or social studies. It is designed for people who need to plan a study, collect responses, control fieldwork quality, analyse data and prepare publication-ready results in one workflow.
Explonia's answer
Explonia is built primarily with TypeScript. The research interface uses React and Vite. The API runs on Node.js with Express, and application data is stored in PostgreSQL using Drizzle ORM. Statistical calculations and exports are implemented within the platform and validated against established R packages and reference outputs.
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