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Ecommerce technology · SaaS · Shopify operations

ScoutSignals Pricing Intelligence

ScoutSignals — Ecommerce Pricing Intelligence

A catalog-first product suite for competitor pricing visibility, product matching, ingredient intelligence, and Shopify automation.

Engagement
Current product
Focus
Digital products, Ecommerce & operations
Evidence
Public scope verified
Public website
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Digi Ark Tech’s role

Responsibility, clearly stated.

  • Product ownership and positioning
  • Product requirements and workflow design
  • UI and UX direction
  • Pricing, packaging, implementation coordination, and QA

The challenge

Complexity behind the visible experience.

Ecommerce teams managing large catalogs can lose time checking competitor prices product by product. Pricing gaps are hard to prioritize, unmatched products need careful review, and inconsistent catalog data creates more manual work.

Project-specific world

What made this project different.

The central product decision was to begin with the merchant’s catalog and map competitors around it. This keeps the interface aligned with products the team can act on and makes unmatched items a visible workflow rather than missing data.

Catalog signalReview stateNext action
Matched productAbove marketInspect gap
Matched productParityMonitor
Uncertain mappingReviewConfirm match
Ingredient ruleExceptionHuman approval

The system

A practical structure for the work.

Digi Ark Tech shaped a product around the merchant’s own catalog: import the products that matter, compare selected competitors, separate higher, lower, parity, and unmatched states, and move uncertain mappings into a human review workflow. The product family extends that model into ingredient checking and Shopify tagging rules.

01

Frame the repeated task

Turned manual competitor checks into a defined product problem with a consistent set of comparison states.

02

Design for exceptions

Placed uncertain matches and incomplete data in review queues rather than hiding them behind false confidence.

03

Connect insight to action

Extended the product family toward ingredient rules, product tags, and collection automation inside Shopify workflows.

Decision / tradeoff

Catalog first, not competitor first

The central product decision was to begin with the merchant’s catalog and map competitors around it. This keeps the interface aligned with products the team can act on and makes unmatched items a visible workflow rather than missing data.

What the work established

  • 01Centralized pricing visibility
  • 02Faster identification of pricing gaps
  • 03Clearer exception handling
  • 04A repeatable pricing-review workflow

Outcomes are intentionally qualitative. No unverified commercial or performance metrics are published.

Capabilities

Services

  • Product strategy
  • Workflow design
  • UX direction
  • Implementation coordination
  • QA

Platforms & systems

  • Shopify integration
  • Scheduled comparison workflows
  • Dashboard UI
  • Rule-based classification
  • Catalog automation