Direct answer: Next Product Move is Codified Commerce’s product intelligence framework for deciding what a Shopify merchant should improve, test or leave unchanged next. It converts corroborated customer, commerce and market evidence into one bounded recommendation.
Moving Target within CAT AI supplies ongoing observations; this framework diagnoses the decision and alternatives. CAT AI can then run the next Automation, requesting the merchant’s approval for material decisions or permissions. Advertising may be an activation channel after approval, not another framework.
Next Product Move™ for Shopify
A practical introduction to Codified Commerce’s product-intelligence framework for deciding what a Shopify merchant should change next.
A decision unit within CAT AI
Next Product Move uses corroborated customer, commerce and market evidence to decide what should improve next. After the customer purchases an Automation and shares a goal, CAT AI brings this unit together with Machine Experience and Moving Target to determine and run the next useful action, with expert oversight where needed.
The five move categories
A recommendation can concern the product itself, the offer around it, pricing or packaging, market positioning, or the commerce experience through which the product is discovered and purchased. Sometimes the correct move is to hold the current position and collect more evidence. Restraint is part of good product judgment.
How evidence becomes a recommendation
The framework separates observation, diagnosis, alternatives, recommendation and execution. Evidence is tested against competing explanations. The recommendation states what should change, why it may work, what could invalidate it and how the merchant can test it without unnecessarily risking the entire business.
Where it fits in Agentic Commerce
Machine Experience makes the business intelligible to machines. Machine Learning surfaces patterns. Moving Target detects meaningful changes. Next Product Move interprets those changes as a product or offer decision. CAT AI runs the resulting Automation, requesting approval where a material decision or permission is needed.
What Next Product Move does not authorize
A recommendation is not automatic permission to change a live product, price, campaign or storefront. Material changes and third-party spending require the customer’s approval. This boundary protects accountability.
When merchants should use it
Use Next Product Move when growth has stalled, returns reveal a mismatch, competitors change the category, customers repeatedly request the same outcome, AI agents struggle to match the product, or the merchant must choose between improving, repositioning, bundling, replacing or retiring an offer.
How this connects to the Next Product Move cluster
This article is part of Codified Commerce’s Next Product Move™ knowledge cluster. The framework connects customer, commerce, competitor and market evidence to a product, offer, pricing, positioning or experience recommendation. CAT AI runs the chosen Automation and requests material approvals when required.
- How to Run a Shopify Product Competitiveness Review
- Evidence for the Next Product Move: What Shopify Merchants Should Examine
- How to Compare Competitors Before Changing a Shopify Product
- Offer Engineering for Shopify: Improve the Offer Before Rebuilding the Product
- Pricing and Packaging Decisions for Shopify Products
Frequently asked questions
Is Next Product Move a separate app?
No. It is one of the three intelligence units within CAT AI, the done-for-you AI system for Shopify Automations managed by Codified Commerce experts.
Does it guarantee product-market fit?
No. It improves the quality of the next decision and test; markets remain uncertain.
Who approves material changes?
CAT AI runs the Automation, while the customer provides permissions and approves material decisions when needed. Codified Commerce experts manage the work.
Need the next product decision? Buy a CAT AI Automation and share your business goal.
