Creator breaks down dating automation statisticsfrom @brodyautomates

Framework

The Funnel Report

To present the results of a large-scale experiment by guiding the viewer through a data funnel, starting with a massive top-level number and progressively narrowing it down to the final outcome, while transparently revealing costs and key performance indicators.

1. 1

   The Scale Declaration

   Establishes the massive scope of the experiment by presenting the largest top-of-funnel number first (e.g., total leads scraped), immediately capturing attention with the scale of the operation.

2. 2

   The Qualification Gauntlet

   Begins the narrative funnel by showing how the initial large number was filtered down to a more qualified subset, often supported by a quick visual proof to substantiate the claim.

3. 3

   The Engagement Funnel

   Continues the funnel by revealing the results of the first active step (e.g., messages sent vs. replies received), quantifying the initial engagement rate.

4. 4

   The Sentiment Verdict

   Adds a layer of qualitative analysis by classifying the engagement into positive and negative outcomes, creating tension by revealing the high rate of failure.

5. 5

   The Anomaly Report

   Injects personality and humor by highlighting unexpected, strange, or funny outlier results that don't fit the main categories, making the data-heavy narrative more entertaining.

6. 6

   The Conversion Payoff

   Reveals the ultimate success metrics (the 'wins') that the entire process was designed to achieve, providing the answer to the core question posed by the experiment.

7. 7

   The Investment Reveal

   Shifts focus from results to cost, transparently breaking down the total financial investment into specific, often surprising, line items. This builds credibility and adds a 'behind-the-scenes' feel.

8. 8

   The Unit Economics Summary

   Distills the entire experiment into a simple, powerful conclusion by calculating the final cost per desired outcome, providing a clear measure of efficiency.

9. 9

   The Final Analysis

   Provides a concluding subjective judgment on the project's overall success, acknowledging flaws or areas for improvement, and offering a final thought on the experiment's value.