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Shopify merchant prompt library

Start with a real store task. These 20 original prompts help you define the work, supply the right inputs, and review what an AI tool produces.

Published November 1, 2026 · AdsX Team · Free to use, no email required

These are illustrative briefs, not tested builds or guaranteed capabilities. This page does not connect to your store or run prompts. Use only information you are authorized to share; never paste credentials or unnecessary customer data.

Choose the right tool before copying

Sidekick-generated apps run inside Shopify admin. Theme prompts need a coding tool and an unpublished theme copy; a general assistant can help plan but does not automatically have store access. Review current Sidekick eligibility and limits and the Shopify AI Toolkit documentation. The tool label is a suggested environment, not a promise that every requested feature is supported.

Start with the app replacement framework or the one-prompt catalog QA brief. Replace the assumptions with your requirements, review the output, and test before applying changes.

20 of 20 prompts

Planning · General assistant

Audit your app stack

Bring: App names, bills, used features and connected systems

Map each supplied Shopify app to the functions we actually use. Separate storefront display, admin work, automation and external integrations. Identify overlapping features and missing dependency information. Recommend what to investigate before keeping, replacing or removing each app. Do not recommend uninstalling anything yet.

Expected output: A feature and dependency table

Review: Compare the table with app settings and ask the people using each workflow.

Illustrative prompt — not execution-tested

Planning · General assistant

Compare build versus buy

Bring: Subscription cost, build estimate, maintenance hours and hourly cost

Compare keeping this app with building the limited replacement described here. Calculate twelve-month cash costs and show labor separately. Include hosting, maintenance, support and update assumptions. Identify which unknown could reverse the decision. Do not invent a savings figure.

Expected output: An assumption-based cost comparison

Review: Recalculate the arithmetic and distinguish hypothetical inputs from actual quotes.

Illustrative prompt — not execution-tested

Planning · General assistant

Write a narrow app brief

Bring: One merchant problem and three representative examples

Turn this merchant problem into a one-page app specification. Define its user, data inputs, visible output, read or write actions, exclusions, failure states and acceptance cases. Recommend the appropriate Shopify surface. Ask about missing requirements before proposing implementation.

Expected output: A reviewable specification

Review: Make sure the specification excludes unrelated features and names the platform surface.

Illustrative prompt — not execution-tested

Admin apps · Sidekick Generate app

Build a catalog QA admin app

Bring: Product statuses to include and the definition of missing data

Generate a read-only Shopify admin app listing products without a meaningful description or product image. Show title, status and missing fields, with a way to review the product. Handle pagination, loading, failures and an empty result. Do not modify products or send data externally. Explain unsupported requirements and permissions before installation.

Expected output: An app draft and permission explanation

Review: Compare known complete and incomplete records, including one beyond the first results page.

Illustrative prompt — not execution-tested

Admin apps · Sidekick Generate app

Draft a team task tracker

Bring: Task fields, team workflow and storage requirements

Plan a simple Shopify admin task tracker for our internal team. We need task title, owner, due date and status. First explain whether the required storage and team behavior are supported in this environment. Flag unsupported features. Do not use customer records as task storage or request unrelated permissions. Build only after the plan is reviewed.

Expected output: A feasibility plan, then a scoped app draft

Review: Verify persistence, staff access and required fields; do not assume a visible list is durable storage.

Illustrative prompt — not execution-tested

Admin apps · Sidekick Generate app

Plan a reorder review dashboard

Bring: Date range, inventory locations and supplier lead times

Plan a read-only reorder review dashboard using supported store data. Explain the sales period, stock measure and proposed calculation. Identify missing supplier lead times and stock adjustments. Show assumptions beside results. Do not create purchase orders or change inventory. Flag unsupported data before building.

Expected output: A dashboard plan with data gaps

Review: Check calculations on known products and handle returns, stockouts and location differences.

Illustrative prompt — not execution-tested

Development · Coding agent

Find missing app requirements

Bring: App specification and relevant repository files

Review this specification against the current Shopify documentation and this repository. List missing API fields, permissions, persistence requirements and failure behavior. Separate supported implementation paths from assumptions. Do not modify files or run store mutations during this review.

Expected output: A gap list with source references

Review: Open the cited documentation and resolve blocking questions before implementation.

Illustrative prompt — not execution-tested

Development · Coding agent

Write acceptance cases

Bring: Feature brief and sample records

Create acceptance cases for this feature: normal use, empty data, invalid inputs, permission failure and partial network failure. State expected output and evidence for each case. Use supplied fixtures rather than private customer data. Do not claim tests have run.

Expected output: A test matrix

Review: Ensure cases test the desired behavior rather than merely repeat implementation details.

Illustrative prompt — not execution-tested

Development · Coding agent

Review requested permissions

Bring: Manifest, routes and feature list

Compare the requested Shopify permissions with the code paths and feature requirements provided. Explain each scope and identify unused or excessive access. Distinguish read from write access. Do not remove a scope automatically; list the impact and a verification step.

Expected output: A permission review

Review: Confirm every required action remains possible and no secret is included in the report.

Illustrative prompt — not execution-tested

Development · Coding agent

Prepare a rollback plan

Bring: Deployment method, changed files and data changes

Write a rollback plan for this change. Separate code rollback from data recovery. Identify backups, compatibility concerns, the person who can stop rollout and the evidence needed to resume. Do not assume reverting code reverses stored data changes.

Expected output: A release and recovery checklist

Review: Verify that recovery steps exist in the actual environment before deployment.

Illustrative prompt — not execution-tested

Theme · Coding agent with theme access

Draft a size-chart section

Bring: Unpublished theme, size table, product mapping and units

In the unpublished theme copy, propose a size-chart section using the supplied measurements and units. Inspect existing theme patterns first. Include accessible headings and mobile behavior. Keep chart assignment explicit per product. Do not publish the theme or invent measurements. Explain how the merchant edits the data.

Expected output: A theme change proposal or draft

Review: Review different products, long labels, keyboard access and narrow screens before publishing.

Illustrative prompt — not execution-tested

Theme · Coding agent with theme access

Draft an announcement bar

Bring: Unpublished theme, approved text and destination

Inspect this theme for an existing announcement setting before adding code. If a new section is needed, build a simple text-and-link announcement bar in the unpublished copy using existing conventions. Include editor settings and readable mobile styling. Do not add tracking, timers or fabricated urgency. Do not publish.

Expected output: A native-setting recommendation or small section draft

Review: Check the destination, contrast, keyboard access and behavior when the text is empty.

Illustrative prompt — not execution-tested

Content · Sidekick or general assistant

Write product copy from facts

Bring: Approved specifications and brand voice

Draft a concise product description using only these supplied facts. Separate included items from optional accessories. Preserve dimensions, materials and compatibility exactly. List unanswered buying questions separately. Do not add certifications, performance claims or delivery promises. Return a draft without publishing.

Expected output: A factual product-description draft

Review: Compare every claim, quantity and unit with the supplied specifications.

Illustrative prompt — not execution-tested

Content · Sidekick or general assistant

Draft product FAQs

Bring: Real questions, approved product facts and policies

Turn these real customer questions into a short product FAQ. Answer only from the supplied facts and current policies. Mark unanswerable questions for review. Avoid repeating the description and do not invent guarantees. Return draft text only.

Expected output: A question-and-answer draft

Review: Check policy dates and ensure each answer resolves the actual question.

Illustrative prompt — not execution-tested

Content · General assistant

Build a product comparison

Bring: Product fact sheets and comparison criteria

Compare these products using the supplied facts and criteria. Use the same units, mark unavailable information and keep opinion separate from fact. Do not pick a winner without a stated customer need. Return a table and the questions a buyer should resolve.

Expected output: A comparison table

Review: Verify source facts and avoid treating missing information as a negative product feature.

Illustrative prompt — not execution-tested

Content · Vision-capable assistant

Describe product images

Bring: Product images and their page context

Draft concise alt text for each supplied image based on what is visible and its purpose on the page. Distinguish product color or angle where useful. Do not infer material, certification or included accessories from appearance alone. Flag decorative images for human review.

Expected output: Image-by-image alt-text suggestions

Review: Inspect each image and avoid unnecessary repetition or keyword stuffing.

Illustrative prompt — not execution-tested

Planning · Sidekick or general assistant

Plan collection merchandising

Bring: Collection goal, product data and constraints

Propose a collection merchandising brief for this goal using the supplied products. Explain grouping, ordering and exclusions. Identify stock or seasonality assumptions and distinguish recommendations from verified facts. Do not move or publish products.

Expected output: A merchandising proposal

Review: Review available stock, customer intent and business constraints before applying changes.

Illustrative prompt — not execution-tested

Theme · Browser-capable coding agent

Review mobile shopping

Bring: Preview URL and target device widths

Review this preview as a mobile shopper. Inspect product options, price visibility, purchase controls, images and navigation at the supplied widths. Report observable issues with evidence and reproduction steps. Do not place orders or change the site. Distinguish screenshots from interactions actually tested.

Expected output: An evidence-based issue list

Review: Reproduce findings and prioritize blockers over cosmetic preferences.

Illustrative prompt — not execution-tested

Planning · General assistant

Check a discount brief

Bring: Eligibility, combinations, dates, currency and examples

Review this proposed discount specification for ambiguity. Work through the supplied carts, eligible products, combination rules and date boundaries. List expected outcomes and missing facts. Do not create a discount or assume the platform supports an unstated rule.

Expected output: A discount acceptance matrix

Review: Validate supported rules in Shopify and confirm totals before activation.

Illustrative prompt — not execution-tested

Planning · Sidekick or general assistant

Explain a store report

Bring: Authorized report, date range and metric definitions

Analyze this report using its stated date range and metric definitions. Separate traffic, orders, revenue, refunds and contribution where available. Identify missing denominators and reporting delays. Show calculations, distinguish correlation from causation, and suggest one useful next investigation.

Expected output: A bounded report analysis

Review: Check totals, time zones, comparison periods and whether revenue is gross or net.

Illustrative prompt — not execution-tested

Keep a record of what worked

Save your tool, prompt, inputs, revisions and observed results. A useful prompt library gets better through documented outcomes. Copying a prompt here does not prove an app runs correctly or that an app subscription can be canceled.

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