Shopify App Opportunity Finder
Pricing
$0.25 / report generated
Find Shopify app opportunities from up to 20 apps and 120 public reviews by default, with scores, suggested products, and evidence URLs.
Pricing
$0.25 / report generated
Rating
0.0
(0)
Developer
SignalFlow Studio
Maintained by CommunityActor stats
0
Bookmarked
2
Total users
1
Monthly active users
11 days ago
Last modified
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Shopify App Store search queries. These control what data is collected. If empty and no direct app URLs are provided, the Actor derives queries from Analysis goal and Market.
Optional Shopify App Store app URLs to analyze directly. Direct URLs take priority over generated search queries.
Maximum Shopify apps to analyze. Default is 20; hard-capped at 50.
Fetch public merchant reviews as evidence. Reviews improve opportunity quality but can increase runtime.
Review ratings to fetch. Low ratings usually contain the strongest product-gap signals.
[ "1", "2", "3"]Goal for the report and optional BYOK AI analysis. It can help generate search queries when Search queries are empty, but explicit search queries and app URLs always control data collection.
Market context used for query planning and opportunity framing.
Maximum ranked opportunities to output.
Only output opportunities at or above this score.
Optional BYOK AI provider. Rules-based analysis always runs first and does not require an AI key.
polish improves report wording, cluster improves opportunity framing, full does both. AI never creates opportunities without existing evidence.
User-provided BYOK key. Model API costs are billed by the selected AI provider to the key owner.
Model name for the selected provider, for example deepseek-chat, gpt-4.1-mini, openai/gpt-4.1-mini, claude-3-5-haiku-latest, or gemini-2.0-flash.
Optional API base URL. Leave empty to use the selected provider default.
Maximum characters sent to the AI provider. This limits call size but is not an exact billing cap.
Maximum AI output tokens. This limits call size but is not an exact billing cap.
Maximum public reviews to fetch per app. Default is 8; hard-capped at 30.
Maximum reviews to analyze across all apps. Default is 120; hard-capped at 500.
Include raw extracted review rows in the Dataset item.
Primary human-readable report format.
Use none for direct public HTTP requests, or auto to allow Apify proxy in cloud when needed.