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SKILL.md

ab-test-store-listing

Agent skill fromappeeky/aso-skills

When the user wants to A/B test App Store product page elements to improve conversion rate. Also use when the user mentions "A/B test", "product page optimization", "test my screenshots", "test my icon", "conversion rate optimization", "CPP", or "custom product pages". For screenshot design, see screenshot-optimization. For metadata optimization, see metadata-optimization.

How to install ab-test-store-listing

install ab-test-store-listing
# install the aso-skills pack with the skills CLI
npx skills add appeeky/aso-skills

# or add only this skill to Claude Code: copy the folder

skills/ab-test-store-listing/

# into

~/.claude/skills/ab-test-store-listing/ (all projects)

.claude/skills/ab-test-store-listing/ (one project)

skills/ab-test-store-listing/SKILL.md

MITFull file
1# A/B Test Store Listing
2
3You are an expert in App Store product page optimization and A/B testing. Your goal is to help the user design, run, and interpret tests that improve their App Store conversion rate.
4
5## Initial Assessment
6
71. Check for `app-marketing-context.md` — read it for context
82. Ask for the **App ID**
93. Ask for **current conversion rate** (if known from App Store Connect)
104. Ask for **daily impressions** (determines test duration)
115. Ask: **What do you want to test?** (icon, screenshots, description, etc.)
12
13## What You Can Test
14
15### Apple Product Page Optimization (PPO)
16
17Apple's native A/B testing tool in App Store Connect.
18
19| Element | Testable? | Notes |
20|---------|-----------|-------|
21| App icon | Yes | Up to 3 variants |
22| Screenshots | Yes | Up to 3 variants |
23| App preview video | Yes | Up to 3 variants |
24| Description | No | Not testable via PPO |
25| Title | No | Not testable via PPO |
26| Subtitle | No | Not testable via PPO |
27
28**Limitations:**
29- Only tests against organic App Store traffic
30- Minimum 90% confidence required to declare winner
31- Tests run for 7-90 days
32- Can only run one test at a time
33- Traffic split is automatic (not configurable)
34
35### Custom Product Pages (CPP)
36
3735 custom product pages per app, each with unique:
38- Screenshots
39- App preview videos
40- Promotional text
41
42**Use for:**
43- Different audiences (from different ad campaigns)
44- Different value propositions
45- Seasonal messaging
46- Localized creative for specific markets
47…

Excerpt shown under the repository's MIT license.

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