01
Step 1
Start with product IDs, valid options, allowed combinations, existing variants and SKU relationships.
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Spark playbook scenarios · Spark: AI Store Assistant
Add valid variants to an existing product structure
A catalog contains incomplete, duplicated or inconsistently named option combinations. In this case, the immediate task is to add valid variants to an existing product structure. The workflow should produce a variant matrix and precise change list, using the merchant's actual records and constraints.
Topic
Variant Creation and Management
Target keyword
add variants to existing shopify products
Copyable AI prompt
A prompt you can drop directly into Spark
First replace every [bracketed] placeholder with real store scope and constraints, then add any actual records or data you have, and paste it into your preferred AI assistant or Spark agent. Spark will follow this page's workflow to produce structured output and verification steps.
ai-prompt.txt
Act as a Shopify operations specialist.
Help me add valid variants to an existing product structure.
My store context is [describe the business, products and target audience].
My scope is [specify the affected products, pages, customers or reporting period]. Use these inputs: [provide product IDs, valid options, allowed combinations, existing variants and SKU relationships].
Build the allowed combination matrix, identify duplicates or missing variants and propose naming and ordering changes without creating impossible combinations.
Return a variant matrix and precise change list for the specified task.
Show the relevant evidence or before-and-after examples and explain how I can verify the result.
If essential data is missing, ask for it and mark unsupported conclusions as unknown.
Do not invent metrics, product claims or customer facts.
For any publication, message, account or store change, use only connected tools within my explicitly authorized scope and report success only after verification; otherwise provide the draft or proposed steps.Scenario & problem
When does this scenario usually come up?
Start with the business context, the trigger, and the expected output before moving into the execution steps.
A catalog contains incomplete, duplicated or inconsistently named option combinations. In this case, the immediate task is to add valid variants to an existing product structure. The workflow should produce a variant matrix and precise change list, using the merchant's actual records and constraints.
How to solve
A recommended resolution workflow
Split the work into input, judgment, and deliverable phases. Verify each step's output before moving to the next.
02
Step 2
Build the allowed combination matrix, identify duplicates or missing variants and propose naming and ordering changes without creating impossible combinations.
03
Step 3
Deliver a variant matrix and precise change list; verify the result against the supplied records and identify unresolved inputs.
FAQ
Common questions when running this scenario
Cover decision rules, frequent misunderstandings, and required inputs so the team aligns on prerequisites before execution.
Should every color and size combination become a variant?
Only combinations that actually exist should be created. A full Cartesian combination can introduce products the supplier does not offer.
Why can renaming a variant cause confusion?
Identifiers, images, inventory and external mappings may depend on the current structure. Preserve those relationships when changing display names.
What information is needed to investigate this use case?
Start with product IDs, valid options, allowed combinations, existing variants and SKU relationships. These inputs establish the relevant scope and help separate an actual issue from missing information or an unsuitable comparison. Without them, the result should remain a proposed approach rather than a confirmed diagnosis.
Related scenarios
Continue with adjacent or same-topic scenarios
Start with scenarios under the same topic, then expand into cross-topic matches suggested by similarity.
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Reorder product variants for a clearer selection experience
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Build a valid color-and-size variant matrix
A catalog contains incomplete, duplicated or inconsistently named option combinations. In this case, the immediate task is to build a valid …
Next step
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