01
Step 1
Collect the verified source notes the merchant can stand behind, the existing page copy, the sections each page must fill, the approved wording and terms, and a record of the phrasing that already repeats across pages.
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Spark playbook scenarios · Spark: AI Store Assistant
Generate page copy from verified source information
Pages still need copy, the only material the merchant can stand behind is the verified notes, and reused phrasing repeats across pages. In this case, the immediate task is to generate page copy from verified source information. The workflow should produce a page template and batch creation specification, with each claim traceable to the merchant's records.
Topic
Page Layout and Bulk Creation
Target keyword
shopify page content 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 page copy from verified source information.
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: [the verified source notes the merchant can stand behind, the existing page copy, the sections each page must fill, the approved wording and terms, and the phrasing already repeating across pages].
Draft copy section by section keeping only claims present in the source notes, marking any statement without a source line as unsourced and leaving it blank for review, and rewrite the recorded repeated phrasing so no two pages share a sentence unless the meaning is genuinely identical.
Return a page template and batch creation specification 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.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
Draft copy section by section keeping only claims present in the source notes, marking any statement without a source line as unsourced and leaving it blank for review, and rewrite the recorded repeated phrasing so no two pages share a sentence unless the meaning is genuinely identical.
03
Step 3
Deliver a page template carrying the generated copy and the batch creation specification, check every claim against the supplied source notes and list those that could not be traced, then confirm that no page in the batch repeats a sentence from another.
FAQ
Common questions when running this scenario
Cover decision rules, frequent misunderstandings, and required inputs so the team aligns on prerequisites before execution.
What happens to a claim with no source?
It is marked unsourced and left for the merchant to supply rather than invented, because copy that cannot be traced to a record cannot be defended later; the section still publishes with its sourced parts and the unsourced line goes on the exception list rather than being quietly dropped.
How is repeated phrasing avoided?
Copy is drafted per record from that record's own source notes and shared text is limited to sections whose meaning is genuinely identical such as a returns policy, since repeated sentences across pages read as filler to a shopper; a duplicate-sentence check over the finished batch catches what drafting missed.
Is generated copy ready to publish?
No, it is a draft and every claim is checked against the source notes before the page goes live, because the generator works from the same notes a person would and inherits any error in them; pages carrying unsourced lines stay in draft until the merchant resolves them.
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