AI research workspace

Turn messy app recordings into a clickable product-research presentation.

Upload raw product evidence. Product Analyser AI detects unique screens, preserves sequence, separates facts from assumptions, and generates PM, UX, developer, and presentation-ready outputs.

Upload product evidence

Screen recording, ordered screenshots, or PDF of screenshots.

No files uploaded yet.

Automatic analysis

From raw evidence to structured product intelligence

01

Extract screens

Sample recording frames, extract PDF pages, or read ordered screenshots.

02

Remove duplicates

Compare visual similarity and preserve only meaningful UI states.

03

Map the journey

Maintain navigation order, detect branches, and flag missing destinations.

04

Write research notes

Separate observed facts, hypotheses, UX observations, PM notes, and developer notes.

05

Generate outputs

Create clickable walkthroughs, presentation mode, JSON, PDF, and developer docs.

SCREEN 01

Welcome screen

AI identifies this as an entry point and checks whether trust is established before user effort.

1 / 6

Entry

Welcome / Landing

The first screen should explain value before asking for effort.

Observed Facts
    Assumptions / Hypotheses
      PM Notes
        UX Observations
          Developer Notes
            Improvement Opportunity

            Reusable research model

            Built for any mobile app, not one brand

            Observed Facts

            Only what is directly visible in screenshots, video frames, or recorded transitions.

            Assumptions

            Clearly labelled hypotheses about product intent, business logic, or user psychology.

            PM Notes

            Business objective, conversion mechanism, retention lever, and open product questions.

            UX Observations

            Hierarchy, cognitive load, trust, emotion, accessibility, and first-time user clarity.

            Developer Notes

            Entry action, exit action, visible controls, recorded destination, missing destination, and data surfaced.

            Opportunities

            Actionable product improvements without blindly copying the analyzed app.

            Export center

            Outputs for founders, PMs, designers, and engineers