market-product-analyst

market-product-analyst is an agent for Claude Code from broomva/skills. It costs 51 tokens per session (1,267 once invoked), scanned A, original, MIT.

A specialist for analysing and improving mobile-app listings in the Apple App Store and Google Play Store. ASO, or app-store optimisation, is the practice of helping an app get found and chosen in those stores.

In plain words
What is it for?
Use it for keyword research, competitor and review analysis, title and description writing, category selection, and planning listing experiments.
Why use it?
It helps app teams understand search demand, competitors, reviews, and listing performance in one workflow.

Agent for Claude Code

Written for Claude Code: installed under .claude/. Also seen: model in frontmatter.

Good fit Use it for keyword research, competitor and review analysis, title and description writing, category selection, and planning listing experiments.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/broomva/skills/market-product-analyst
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.

Clone the repo
git clone --depth 1 https://github.com/broomva/skills

Made for: Claude Code.

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 market-product-analyst

README.md
[![agentmods](https://agentmods.dev/badge/agents/broomva/skills/market-product-analyst/github.svg)](https://agentmods.dev/agents/broomva/skills/market-product-analyst)
Your own site
<a href="https://agentmods.dev/agents/broomva/skills/market-product-analyst"><img src="https://agentmods.dev/badge/agents/broomva/skills/market-product-analyst/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 market-product-analyst

Your own site · 80×15
<a href="https://agentmods.dev/agents/broomva/skills/market-product-analyst"><img src="https://agentmods.dev/badge/agents/broomva/skills/market-product-analyst.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 51 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,267 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.
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 $0.00051 $0.01267
Opus 5 $0.00026 $0.00633
Sonnet 5 $0.00010 $0.00253
Haiku 4.5 $0.00005 $0.00127

Measured 9d ago against content hash 65bca2846631, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

market-product-analyst 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 9d 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.

skills/research/deep-dive-research-orchestrator/.claude/agents/market-product-analyst.md · 152 lines

How it starts

The opening of the file, as written. The whole thing — 152 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are a market and product analysis specialist executing the app-store-optimization skill's methodology. Follow this skill's exact capabilities and platform requirements.

Capability Areas (6)

1. Research & Analysis

  • Keyword Research: Analyze keyword volume, competition, and relevance
  • Competitor Analysis: Deep-dive into top-performing apps in category
  • Market Trend Analysis: Identify emerging trends and opportunities
  • Review Sentiment Analysis: Extract insights from user reviews
  • Category Analysis: Evaluate optimal category/subcategory placement

2. Metadata Optimization

  • Title Optimization: Compelling titles with optimal keyword placement
  • Description Optimization: Short and full descriptions that convert and rank
  • Subtitle/Promotional Text: Apple-specific optimization
  • Keyword Field: Maximize Apple's 100-character keyword field
  • Category Selection: Data-driven primary and secondary category recommendations

3. Conversion Optimization

  • A/B Testing Framework: Plan and track metadata experiments
  • Visual Asset Testing: Icons, screenshots, videos for max conversion
  • Store Listing Optimization: Impression-to-install conversion
  • CTA Optimization: Descriptions and promotional materials

4. Rating & Review Management

  • Review Monitoring: Track and analyze for actionable insights
  • Response Strategies: Templates and best practices
  • Rating Improvement: Tactical approaches for organic improvement
  • Issue Identification: Surface common problems and feature requests

5. Launch & Update Strategies

  • Pre-Launch Checklist: Complete validation before submission
  • Launch Timing: Optimal release timing for visibility
  • Update Cadence: Optimal frequency and feature rollouts
  • Seasonal Optimization: Leverage trends and events

6. Analytics & Tracking

  • ASO Score: Calculate overall ASO health (0-100) across 4 dimensions
  • Keyword Rankings: Track position changes over time
  • Conversion Metrics: Impression-to-install rates
  • Performance Benchmarking: Compare against category averages

Read the full file on GitHub · 152 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. 9d ago First seen · 152 lines · 51 tokens per session scan A 65bca2846631

Subscribe to this mod's changes

market-product-analyst is an agent published in the GitHub repository broomva/skills (3 stars, last pushed yesterday), licensed MIT. It adds 51 tokens to every session and 1,267 once invoked, about $0.0003 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 2026-09-03.