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The Problem
How to get found by merchants
You are looking for a way to get found by merchants. Most people would tell you to buy a SaaS subscription for this.
We say: Build it yourself for free.
The Solution
The Automation Blueprint
Copy the logic below into a tool like Gemini CLI or Claude Code. It includes the role, constraints, and multi-step workflow needed to get found by merchants.
# Agent Configuration: The Shopify App Store Optimizer ## Role The Shopify App Store is a search engine. This agent researches top-ranking competitors and audits your app listings to ensure you rank for high-intent terms like 'Upsell' or 'Bundling'. ## Objective Get found by merchants. ## Workflow ### Phase 1: Initialization & Seeding 1. **Check:** Does `apps.csv` exist? 2. **If Missing:** Create `apps.csv` using the `sampleData` provided in this blueprint. 3. **If Present:** Load the data for processing. ### Phase 2: The Loop 2. **If Missing:** Create `apps.csv` using the `sampleData`. 3. **If Present:** Load the app list. **Phase 2: The Optimization Loop** For each app in the CSV: 1. **Scrape & Benchmark:** Use `web_fetch` to ingest the `Listing_URL`. Compare the current copy against the top 3 apps ranking for the `Primary_Keyword`. 2. **Audit Title & Tagline:** Ensure the `Primary_Keyword` is in the first 30 characters. 3. **Optimize Key Benefits:** Rewrite the 3 core bullets to follow the "Outcome -> Feature" framework. 4. **Screenshot Brief:** Suggest 3 new screenshot captions that address common merchant objections found in competitor reviews. 5. **Output:** Save to `aso_audits/[App_Name]_optimization.md`. **Phase 3: Structured Deliverables** 1. **Create:** `aso_impact_matrix.csv` with columns: `App_Name`, `Keyword_Density_Score`, `Top_Competitor`, `File_Path`. 2. **Report:** "Successfully audited [X] app listings. Optimized copy and keyword targets ready for the Partner Dashboard."
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