---
title: "Paid Media Experiment - Air Market"
description: "You want to test something in your ads but are not sure how to set it up so the result means anything. This helps you write the hypothesis, decide what gets randomized, work out how big and how long…"
canonical: "https://airmarket.ai/app/ads-test"
---

[Air Market](/) / [Marketing](/category/marketing) / Paid Media Experiment

Skill by [Agrici.Daniel](/@agricidaniel)

# Paid Media Experiment

Run an ad test that will actually tell you something

## What this does

You want to test something in your ads but are not sure how to set it up so the result means anything. This helps you write the hypothesis, decide what gets randomized, work out how big and how long the test needs to be, set guardrails, and then read the outcome against rules you agreed in advance.

### Top 3 things it does for you

- Design an A/B test for my ads
- Work out how long the test needs to run
- Set the rules for what counts as a win

## Information

**Paid Media Experiment at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Agrici.Daniel](/@agricidaniel) |
| Category | [Marketing](/category/marketing) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 1 KB |
| Licence | MIT |
| Repository | [AgriciDaniel/claude-ads](https://github.com/AgriciDaniel/claude-ads/tree/669c7608ecb50dd95c941a71fa3ca0a1c0e40512/skills/ads-test) |
| GitHub stars | 8,434 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Paid Media Experiment and flagged nothing. AIR's verdict: **safe**.

**What Paid Media Experiment's check was run against**

|  |  |
| --- | --- |
| Commit | 669c7608ecb50dd95c941a71fa3ca0a1c0e40512 |
| Content hash | 39ca86a72926ca65f963e10d29c07363ab057ee33a5c6f32e29baa304fa48752 |
| Files read | [Browse the files at this exact commit](https://github.com/AgriciDaniel/claude-ads/blob/669c7608ecb50dd95c941a71fa3ca0a1c0e40512/skills/ads-test/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Paid Media Experiment](/security/ads-test)

## About Paid Media Experiment

This covers designing and evaluating paid-ad experiments: the hypothesis, the randomization unit, the assumptions behind sample size and duration, and the guardrails that keep a running test from doing damage.

It also covers the platforms' own experiment tools, the analysis, and the decision rules used to call a result.

Reach for it for an A/B or split test, when you are asking about statistical significance or how long a test should run, or when an experiment has finished and needs a readout.

## What's inside

- SKILL.md - instructions

## Questions

### Is Paid Media Experiment safe to install?

AIR scanned this exact version of Paid Media Experiment and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 669c7608ecb5, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/ads-test.

### How do I install Paid Media Experiment?

Open https://airmarket.ai/app/ads-test on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/AgriciDaniel/claude-ads/tree/669c7608ecb50dd95c941a71fa3ca0a1c0e40512/skills/ads-test. Install from that link, not the branch.

## Related on Air Market

- [More Marketing listings](/category/marketing)
- [Everything by Agrici.Daniel](/@agricidaniel)

---

Canonical URL: <https://airmarket.ai/app/ads-test>