# Funnel analysis by stage — prompt for Gemma

Find the transition where the result changed and check stage comparability before looking for causes.

Canonical URL: https://boswidget.ru/en/funnel-analysis-by-stage-prompt-for-gemma/

Model: Gemma

Category: Analysis

Tags: funnel, conversion, stages

![Funnel analysis by stage](https://boswidget.ru/assets/images/text-preview-gm-chtenie-voronki-bez-lozhnyh-vyvodov-1200.8ac8daf55212.webp)

Funnel analysis by stage

## Prompt

Funnel and existing metrics: {funnel}. Stage and period definitions: {definitions}. Check that stages are nested, the observation unit is consistent and time windows are comparable. Show where a transition changed versus a change in incoming volume alone. Separate observations from causal hypotheses. Do not reconstruct missing values or present a difference as a statistically proven effect. Suggest two breakdowns or event checks that could explain the change.

## Template fields

- `{funnel}` — Funnel. Example input: Counts and existing conversion rates by stage and period
- `{definitions}` — Definitions. Example input: How participants, repeats and time windows are counted

## Launch

[Open Gemma in YesAI](https://yesai.su/en/gemma)