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Step 1
Start with verified specifications, policies, customer questions and product use cases.
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Spark playbook scenarios · Spark: AI Store Assistant
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 generate answers to recurring product questions. The workflow should produce a product-specific FAQ draft, using the merchant's actual records and constraints.
Topic
Product FAQs
Target keyword
shopify product faq generator
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 generate answers to recurring product 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 verified specifications, policies, customer questions and product use cases]. Group genuine questions, answer from supplied facts and flag missing answers; place high-impact questions near relevant product information.
Return a product-specific FAQ draft 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 product page leaves recurring buyer questions unanswered and support receives repetitive inquiries. In this case, the immediate task is to generate answers to recurring product questions. The workflow should produce a product-specific FAQ draft, 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
Group genuine questions, answer from supplied facts and flag missing answers; place high-impact questions near relevant product information.
03
Step 3
Deliver a product-specific FAQ draft; 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 an FAQ repeat the whole description?
No. It should address uncertainties that remain after reading the main product information.
What if the answer is not in the supplied material?
Request the missing fact. An authoritative-sounding guess can create incorrect purchase expectations.
What information is needed to investigate this use case?
Start with verified specifications, policies, customer questions and product use cases. 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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Next step
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