Settings

Storage

This prototype has no connected database, so drafts, panels, question sets and runs are saved in this browser only (local storage). They are not shared between devices or people, and clearing browser data removes them. Use CSV/JSON export on a run for anything you need to keep.

Cost control

• No run ever starts automatically — every run needs explicit confirmation.
• The estimated number of model calls is shown before you confirm.
• A “Quick check” of 8 evaluations is the cheapest useful read.
• Open written responses are limited to 1–5 viewpoints per segment.
• If a call fails, results are recorded as incomplete rather than filled in.

Interpretation rules built into this tool

• All results are labelled AI-generated audience hypotheses.
• Counts always appear with their denominators.
• No results are shown before a real model call succeeds.
• No market conversion, sales or revenue probabilities are produced.
• The sensitive trauma-recovery panel is limited to publishing reception only.