01
Step 1
Start with candidate products, verified attributes, intended use and buyer priorities.
Back to topic
Spark playbook scenarios · Spark: AI Store Assistant
Guide product selection through relevant questions
A shopper faces several similar products and cannot understand the meaningful differences. In this case, the immediate task is to guide product selection through relevant questions. The workflow should produce a comparison table and guided selection explanation, using the merchant's actual records and constraints.
Topic
Product Comparison and Guided Selling
Target keyword
shopify guided selling app
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 guide product selection through relevant questions.
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 candidate products, verified attributes, intended use and buyer priorities].
Compare the same attributes across options, identify missing information and recommend a decision path based on priorities.
Return a comparison table and guided selection explanation 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 shopper faces several similar products and cannot understand the meaningful differences. In this case, the immediate task is to guide product selection through relevant questions. The workflow should produce a comparison table and guided selection explanation, 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
Compare the same attributes across options, identify missing information and recommend a decision path based on priorities.
03
Step 3
Deliver a comparison table and guided selection explanation; 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.
Why compare the same attributes for every option?
Uneven comparisons can exaggerate one product's strengths while hiding relevant differences.
Can a recommendation be definite when key preferences are unknown?
It should be conditional or ask for clarification rather than pretending there is one universal best choice.
What information is needed to investigate this use case?
Start with candidate products, verified attributes, intended use and buyer priorities. 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.
Compare products using consistent attributes
A shopper faces several similar products and cannot understand the meaningful differences. In this case, the immediate task is to compare pr…
Generate answers to recurring product questions
A product page leaves recurring buyer questions unanswered and support receives repetitive inquiries. In this case, the immediate task is to…
Prepare a product FAQ section for a product page
A product page leaves recurring buyer questions unanswered and support receives repetitive inquiries. In this case, the immediate task is to…
Recommend products based on stated shopper needs
Shoppers need help choosing among products, but generic recommendations do not reflect their needs. In this case, the immediate task is to r…
Present relevant return-policy information on a product page
Customers hesitate because delivery, returns or trust information is unclear near the purchase decision. In this case, the immediate task is…
Use only verified trust indicators on product pages
Customers hesitate because delivery, returns or trust information is unclear near the purchase decision. In this case, the immediate task is…
Next step
Want these AI scenarios embedded directly into daily operations?
Ciwi Spark builds Shopify-native AI tools and agents around the workflows merchants actually run: research, ads, translation, and customer support. Stop rewriting the same prompts by hand.