Discount-Level Sales Reporter
The Opportunity
An app that lets merchants report on a single discount code or discount title with order numbers, total discount amount, and usage history, including inactive discounts. It makes discount performance visible without needing technical workarounds in Shopify Analytics.
"Shopify merchants cannot easily generate straightforward reports for one discount, especially when they need order-level detail and historical usage for inactive discounts."
Market Validation
Detailed Analysis
Proposed Solution
Provide a reporting dashboard that maps discount codes/titles to all affected orders, totals the discount amounts, and exports clean CSV/XLS reports. Support both code-based and automatic discounts by optionally tagging orders and preserving historical discount attribution.
Target Audience
Shopify merchants, ecommerce managers, finance teams, and ops staff who need discount performance reporting
Competitive Landscape
Limited direct competitors; some analytics/reporting apps and custom report apps may offer partial overlap, but discount-specific historical reporting is often missing or hard to use.
Implementation Notes
Build on Shopify Admin API and Orders/Discounts data to index discount codes, titles, order IDs, amounts, and timestamps; store a local attribution table for historical reporting because native analytics dimensions are limited; support automatic discounts via Shopify Flow tags or rule-based matching; include filters, exports, date ranges, and inactive discount lookups; handle deleted/inactive discount objects by preserving snapshots at order creation time.
Evidence from Merchants
Real quotes from Shopify community forums
"the newer reporting/exploration tools do not make this easy for non-technical users."
"Need: a way to report on only one discount, including affected order numbers and total discount amount."
"This explains why searching by the discount name returns zero orders even though the discount page shows usage."
"For order-level detail, search Orders with discount_code:YOURCODE in the search bar."
"automatic discounts still require extra setup or third-party tools."
Key Pain Points
Inability to report on discounts effectively, especially for inactive discounts.
criticalMentioned by 1 merchants
Impact: The inability to track discount usage may lead to missed revenue opportunities.
Market Metrics
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