ab-test-store-listing

ab-test-store-listing is a skill for Claude Code from Eronred/aso-skills. It costs 82 tokens per session (1,829 once invoked), scanned A, original, MIT.

A guide to testing different App Store product-page elements to see which versions lead more visitors to install an app. It covers Apple's Product Page Optimization tests and Custom Product Pages for different audiences.

In plain words
What is it for?
It helps plan and interpret App Store tests for icons, screenshots, and app-preview videos, and decide how to use different product pages for different audiences.
Why use it?
It replaces guesswork about icons, screenshots, and preview videos with measured comparisons. It also explains which page elements Apple allows you to test and the limits of those tests.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the aso-skills plugin — 40 skills shipped together

Good fit It helps plan and interpret App Store tests for icons, screenshots, and app-preview videos, and decide how to use different product pages for different audiences.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/eronred/aso-skills/ab-test-store-listing
About the project

ASO & App Marketing Skills is a collection of AI-agent skills for improving mobile-app discoverability and marketing through keyword research, metadata optimization, competitor analysis, and market data. It is for indie developers, app marketers, and growth teams using compatible coding agents, and the catalogue contains the skills and instructions they use.

Eronred/aso-skills · 1,851 stars · on GitHub · appeeky.com

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Eronred/aso-skills --skill ab-test-store-listing
Clone the repo
git clone --depth 1 https://github.com/Eronred/aso-skills

Made for: Claude Code.

Or install aso-skills, the plugin that ships this one along with the rest of its 40 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ab-test-store-listing

README.md
[![agentmods](https://agentmods.dev/badge/skills/eronred/aso-skills/ab-test-store-listing/github.svg)](https://agentmods.dev/skills/eronred/aso-skills/ab-test-store-listing)
Your own site
<a href="https://agentmods.dev/skills/eronred/aso-skills/ab-test-store-listing"><img src="https://agentmods.dev/badge/skills/eronred/aso-skills/ab-test-store-listing/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ab-test-store-listing

Your own site · 80×15
<a href="https://agentmods.dev/skills/eronred/aso-skills/ab-test-store-listing"><img src="https://agentmods.dev/badge/skills/eronred/aso-skills/ab-test-store-listing.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 82 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,829 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 18 Mar 2026
  • Snyk pass 28 Feb 2026
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00082 $0.01829
Opus 5 $0.00041 $0.00915
Sonnet 5 $0.00016 $0.00366
Haiku 4.5 $0.00008 $0.00183

Measured 12d ago against content hash 723fb073c273, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

ab-test-store-listing scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

2 near-identical copies found in the catalogue:

skills/ab-test-store-listing/SKILL.md · 221 lines

How it starts

The opening of the file, as written. The whole thing — 221 lines — stays where its author put it; the contents beside it link to each section on GitHub.

A/B Test Store Listing

You 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.

Initial Assessment

  1. Check for app-marketing-context.md — read it for context
  2. Ask for the App ID
  3. Ask for current conversion rate (if known from App Store Connect)
  4. Ask for daily impressions (determines test duration)
  5. Ask: What do you want to test? (icon, screenshots, description, etc.)

What You Can Test

Apple Product Page Optimization (PPO)

Apple's native A/B testing tool in App Store Connect.

Element Testable? Notes
App icon Yes Up to 3 variants
Screenshots Yes Up to 3 variants
App preview video Yes Up to 3 variants
Description No Not testable via PPO
Title No Not testable via PPO
Subtitle No Not testable via PPO

Limitations:

  • Only tests against organic App Store traffic
  • Minimum 90% confidence required to declare winner
  • Tests run for 7-90 days
  • Can only run one test at a time
  • Traffic split is automatic (not configurable)

Custom Product Pages (CPP)

35 custom product pages per app, each with unique:

  • Screenshots
  • App preview videos
  • Promotional text

Use for:

  • Different audiences (from different ad campaigns)
  • Different value propositions
  • Seasonal messaging
  • Localized creative for specific markets

Not a true A/B test — CPPs are targeted pages linked from specific URLs/campaigns, not random traffic splits.

Test Prioritization

Impact × Effort Matrix

Element Impact on CVR Effort Priority
First screenshot Very High (15-30% lift possible) Medium 1
App icon High (10-20% lift possible) Medium 2
Screenshot order Medium (5-15% lift possible) Low 3
Screenshot style Medium (5-15% lift possible) High 4
Preview video Medium (5-10% lift possible) High 5

Read the full file on GitHub · 221 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 221 lines · 82 tokens per session scan A 723fb073c273

Subscribe to this mod's changes

ab-test-store-listing is a skill published in the GitHub repository Eronred/aso-skills (1,851 stars, last pushed 20d ago), licensed MIT. It adds 82 tokens to every session and 1,829 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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