Your survey data. Questions you can follow up on.

InsightGenius Research is a service for analyzing SPSS survey files. A statistical engine calculates the results; an AI assistant can help frame the question and explain the output. We are developing a shared workflow for MCP clients, REST integrations and SurveyCoder.

Request pilot access Read the pilot guide

Research is a pilot in development. End-to-end workflows in ChatGPT and Claude, SurveyCoder integration and the shared portal still require validation. General availability and pricing for Research have not been announced.

Available today

While the Research pilot is validated, the same statistical engine already works in two ways you can use on your own.

Full crosstab workbook, pay per use

Upload a .sav file and get the complete Excel workbook: banners, nets, multi-response and grid tables, and column-letter significance tests. Billed per delivered workbook on Apify, from $3 (up to 1,000 respondents) to $20 (more than 20,000). Runs on the built-in sample survey are free.

Open the SPSS Tabulator on Apify

SPSS MCP connector for Claude

Connect Claude or Cursor to the engine for frequency tables, crosstabs with significance letters and Excel tabulations. It is free with no key: files up to 5 MB, and Excel tabulations use the first 100 respondents. It uses the /mcp/sse endpoint, separate from the Research pilot.

Read the MCP setup guide

From a survey file to a traceable result

01
Load the study
Upload a .sav file through a private upload link. Inspect its variable names, labels and response codes.
02
Define the question
Identify the variables, groups, filters and weights. Clarify the base before interpreting a percentage.
03
Keep the evidence
The pilot stores completed analyses and Excel output so you can retrieve the result and review its evidence.

Built around survey analysis

The pilot uses the existing statistical engine to process the data, with explicit analysis parameters.

Crosstabs, filters, weights and nets through the Research query contract.
An Excel workbook and evidence associated with each completed analysis.
Study context recorded explicitly, rather than assumed from a chat history.

One service, several ways to work

Research is being developed as an independent product. A SurveyCoder account is not intended to be a prerequisite.

MCP access for ChatGPT and Claude is part of the pilot validation.
REST supports integrations without requiring a chat interface.
Integration with SurveyCoder is planned for the full selected SAV, including closed questions.

An example question

How does satisfaction differ by region? Confirm the satisfaction scale, the sample base and the weight variable before calculating.

Illustrative prompt, not a measured result. The available variables and the correct method depend on your study.

SPSS is an IBM trademark. InsightGenius Research is an independent product for working with survey data in SPSS format.