Market Research, Reinvented

Final survey data in.
Insights out in 10 minutes.

The most powerful market research platform you've ever used. Upload your survey data and the AI delivers a publication-ready insights dashboard in minutes. Run cross-tabs, key driver analysis, segmentation and TURF in plain English. Transcribe focus groups with speaker ID and translation. Auto-code open-end responses. Run AI desk research on any topic. Embed everything in client portals.

10 min
From Data to Dashboard
12+
Statistical Methods
Multi-
Language Focus Groups
Embed
Anywhere
Overview
Analysis
AI Chat
Brand Awareness by Category
45% 72% 58% 86% 53%
Brand Awareness % Sig.
Brand A 86% AB
Brand B 72% A
Brand C 58% -
What are the top brands by awareness?
Analyzing 3 variables...
The Evolution

BI Dashboards are dead.
AI Dashboards have arrived.

Traditional BI
  • Write SQL or use query builders
  • Build dashboards manually
  • Wait for an analyst
  • Pre-defined views only
  • No statistical testing
AI-Powered
  • Ask in plain English
  • Instant results with charts
  • Significance tested automatically
  • Any question, any angle
  • Multi-step agentic reasoning
Understanding AI

Not just an AI Agent.
Agentic AI for Research.

Simple Chatbot

Answers questions from a script. No data access. No reasoning. Cannot analyze or compute.

AI Agent

Executes a single task. Runs one query. Returns one result. No multi-step reasoning or tool chaining.

Agentic AI

Reasons across your data. Selects statistical functions. Runs multi-step analysis. Interprets results with domain context. Learns from your project structure.

Ragenaizer Research uses Agentic AI — it doesn't just answer, it investigates. It identifies variables, selects the right statistical test, executes queries, and explains findings in context.
Capabilities

Everything you need to analyze SPSS data

From uploading raw SPSS files to getting publication-ready tables — an end-to-end research analytics platform powered by Agentic AI.

Natural Language Queries

Ask questions in plain English. The AI agent identifies variables, selects statistical functions, and returns results with significance testing — no code required.

Cross-Tabulation & Significance

Z-test for proportions, letter notation, effective base (Kish), weighted samples. Publication-ready tables with confidence intervals.

SPSS File Processing

Upload ZIP-compressed SPSS files. Automatic variable detection, value labels, measurement types. Fair round-robin queue across tenants.

Embeddable Chat Widget

White-label analytics widget for your website. Custom branding, domain whitelisting, dark/light themes. Embed research insights anywhere.

ClickHouse Analytics Engine

Columnar OLAP database for sub-second queries on millions of rows. Resource-protected with query validation and tenant isolation.

Variable Auto-Grouping

7-signal deterministic algorithm detects multi-response sets, grids, and question structures with 99.9% accuracy. Zero manual mapping.

Insights Dashboard

Generate a complete insights dashboard in under 5 minutes. Upload your SPSS data, and the AI builds interactive charts, summary tables, and key findings — ready to present or share.

Embeddable Chatbot Widget

Drop a chatbot on any website that answers questions from your research data. Domain whitelisting, dark/light themes, and full branding control. Your clients ask questions in plain English — the AI answers with data.

Questionnaire Parsing

Upload survey questionnaires as DOCX files. The parser extracts every section, question, response option and scale, then a 5-signal mapping engine auto-matches each questionnaire question to the right SPSS variable group — confirmed, suggested, or unmatched, with per-signal scores you can review.

10-Minute Insights Dashboard

Upload your final survey data, click one button, and the AI builds a complete insights dashboard — interactive charts, key findings, summary tables — while you watch progress live. Share the result with a public link your stakeholders can open in a browser. Generation time is typically under ten minutes for a full study.

Driver Analysis & Segmentation

"What drives NPS?" → run a multiple linear regression and get ranked drivers with coefficients. "Show me 3 customer segments" → run k-means clustering and auto-profile each segment by demographics. No SPSS syntax, no R script — just ask.

TURF & Portfolio Optimization

"Which 5 SKUs maximize reach?" or "What's the optimal 3-channel media plan?" — TURF (Total Unduplicated Reach & Frequency) finds the smallest combination of items that reaches the most respondents. Perfect for product portfolio decisions and channel selection.

Custom Tables, Frequencies & Descriptives

Frequency tables with weighting and top-N filters. Custom tables with boolean nets and sub-nets — everything SPSS Custom Tables does, in seconds. Descriptive statistics (mean, median, std dev, min, max) with grouping and filters. Pearson correlation matrices with multicollinearity checks.

Focus Group Transcription with Speaker ID

Upload audio recordings up to 500 MB and get a fully diarized transcript — the system identifies who said what across the entire session. Built-in source-language to target-language translation means you can capture insights from groups in any market. Live progress while it processes.

AI Open-End Coding

Auto-detect open-end variables in your dataset. Generate a codeframe from a sample of responses with one click — specify how many codes you want and the AI builds the categorization schema for you. A background coding job classifies every response with progress tracking, full audit log and a cost meter. Review or override per row, then export the coded results to Excel.

AI Desk Research on Any Topic

Tell the system "research this topic" in plain English and it builds a full secondary research dashboard in the background — sources, summaries, charts, key findings. Share publicly with a single link, view regeneration history, replace dashboard JSON manually if you need editorial control. Perfect for quick market scans and competitive intelligence.

Public Shareable Dashboards

Every insights dashboard has a public share token — send your client a link and they can view the report without an account. Built-in view tracking and visitor analytics so you know who looked at what, when. The same dashboard can be embedded as a chatbot widget on your website with one line of code.

Cross-product integration: Research works alongside Vision for meeting analytics, Drive for data storage, and HRMS for workforce insights.
Embeddable Widget

Embed analytics anywhere.
Your brand. Your data. Their website.

Drop a single script tag and give any website a fully branded AI research chat interface. No authentication required for end users.

White-label AI analytics for any website

Embed a research chat widget into client dashboards, reports, or public websites. Your users ask questions in plain English and get instant statistical insights from your SPSS data.

  • Custom branding — your logo, colors, and fonts
  • Domain whitelisting — control exactly where it loads
  • Dark and light themes with full CSS override support
  • Multi-dataset support — select which project to query
  • Streaming responses with real-time progress indicators
  • No end-user auth required — controlled via API key
YourBrand Research Powered by Ragenaizer
Which age group has the highest brand recall?
You
The 25-34 age group has the highest unaided brand recall at 68%, significantly higher than all other groups (p<0.01). The 18-24 group follows at 52%.
AI Research Assistant · 1.8s
Break that down by region
You
Running cross-tabulation: Age Group x Region x Brand Recall... North leads at 74% for 25-34, while South shows no significant age difference.
AI Research Assistant · 2.3s
Ask a question about your data...
Embed in 2 lines
<script src="https://cdn.ragenaizer.com/widget.js"></script>
<ragenaizer-research key="your-api-key" theme="dark" />
See It In Action

Ask anything. Get answers instantly.

Your Question
"What is the average satisfaction score by age group?"
Ask a follow-up question...
2.1s 3.6 4.2 3.8 3.1 18-24 25-34 35-54 55+
Age GroupMeanStd DevN
18-243.60.82234
25-344.20.71412
35-543.80.89356
55+3.10.95198
The 25-34 age group shows significantly higher satisfaction (M=4.2) compared to 55+ (M=3.1), p<0.05. One-way ANOVA confirms significant group differences, F(3, 1196) = 14.7.

Turn your SPSS data into instant insights

Upload your SPSS data. Ask questions. Get answers. Free to start.