01
Step 1
Collect each page's current SEO title, the product or collection the page actually represents, the target search topic per page, and the merchant's stated length rule where one exists.
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Spark playbook scenarios · Spark: AI Store Assistant
Review SEO titles for relevance and duplication
A merchant is rewriting titles ahead of a season and needs to know which ones describe their own page rather than echo a shared pattern. In this case, the immediate task is to review SEO titles for relevance and duplication. The workflow should produce a title-by-title judgement with near-identical strings grouped and revised wording where text is templated.
Topic
SEO Metadata and Content Audits
Target keyword
shopify seo title checker
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 review SEO titles for relevance and duplication.
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: [each page's current SEO title, the product or collection the page represents, the target search topic per page, and the stated length rule]. Judge each title against its own page, group titles that are identical or differ only by a swapped or substituted word, and mark template artifacts such as store-name padding repeated across unrelated products or wording naming an earlier product version.
Return a title review with duplicates grouped and revised wording 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
Judge each title against its own page, group titles that are identical or differ only by a swapped or substituted word, and mark template artifacts such as store-name padding repeated across unrelated products or wording naming an earlier product version.
03
Step 3
Deliver a per-page verdict with grouped duplicates and revised wording for templated titles inside the stated length rule, then verify each revised title still names its page's actual product or collection and duplicates no other page's title.
FAQ
Common questions when running this scenario
Cover decision rules, frequent misunderstandings, and required inputs so the team aligns on prerequisites before execution.
How are near-identical titles detected?
Titles are grouped when they are identical or differ only by a swapped or substituted word, so template copies surface as clusters rather than isolated pages. Each group is listed with its member URLs. Similarity alone is a signal, not a verdict; the reviewer sees which pages share wording before deciding whether it is intended.
What counts as a template artifact in a title?
Repeated padding such as the store name or a generic slogan carried across unrelated products, placeholder text that was never replaced, and stale wording that names an earlier product version. Each artifact is quoted in the review so the merchant sees the pattern. Artifacts on a single page are noted; artifacts repeated across pages are grouped.
How is a revised title checked before publishing?
Each revision is checked to confirm it still names the page's actual product or collection, follows the merchant's stated length rule, and does not duplicate another page's title. Revisions that break the length rule are rewritten rather than truncated. The review lists old and new side by side, so the change is visible before anything is applied.
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.
Next step
Want these AI scenarios embedded directly into daily operations?
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