100 Best Claude Amazon FBA Prompts for Amazon Sellers

Direct Answer

The best Claude prompts for Amazon FBA for Amazon sellers are a comprehensive, 100-item library of ready-to-use prompts covering listing optimization, keyword research, pricing, PPC, inventory, compliance, and post-sale strategies. Each prompt provides role, task, context placeholders, and clear output formats to drive actionable results. Use them to accelerate decisions and maintain consistency across your Amazon FBA processes.

Introduction

This prompt library is designed for Amazon sellers who use Claude to streamline FBA operations. It provides practical prompts you can copy and customize for your specific products and regions.

Whether you run a single-brand storefront or a multi-SKU catalog, these prompts help you optimize listings, pricing, inventory, and customer experience without starting from scratch.

How to Use These Claude Prompts

• Replace placeholders such as [product], [region], [ASIN], and [budget] with your actual data.
• Add constraints or success metrics where relevant, for example margins, ACoS targets, or stock levels.
• Specify the desired output format in each prompt if you need a report, table, or checklist.
• When testing prompts, compare outputs against your baseline metrics to validate improvements.
• Store commonly used prompts in a reusable template folder for consistency.

100 Best Claude Amazon FBA Prompts for Amazon Sellers

1. Listing optimization basics: You are an experienced Amazon listing consultant. Task: create a high-converting product title, bullet list, and description for [product], optimized for [marketplace, e.g., US], focusing on primary keywords [keywords], benefits, and unique selling points. Context: seller operates under FBA, ships from [warehouse location], target audience [audience]. Output format: bullet-ready sections with 200-260 word description and 5-7 bullet points. Constraints: avoid vague claims, include at least two features, and ensure compliance with Amazon policy.
2. Keyword research guide: You are an Amazon SEO specialist. Task: generate a keyword research plan for [product category], including seed keywords, long-tail phrases, and ranking difficulty. Context: use best-selling competitors as reference for [market]. Output format: list of keywords with search volume ranges, relevance score, and suggested placements in title, bullets, and description. Constraints: exclude invented statistics, present only verified patterns and plausible ranges.
3. Price optimization routine: You are a pricing strategist. Task: propose a dynamic price strategy for [product] in [region], given competitor prices, demand signals, and FBA fees. Context: seasonality [season], supply constraints [constraint]. Output format: a weekly price table with minimum, target, and ceiling prices, and a rationale paragraph. Constraints: avoid price gouging, maintain margin above [margin]%.
4. PPC campaign blueprint: You are a PPC manager. Task: design a Sponsored Products campaign for [ASIN], including campaign structure, ad groups, keywords, match types, negative keywords, and budget plan. Context: daily budget [amount], target ACoS [percentage], products [variants]. Output format: table-like sections with steps and a brief justification for each action. Constraints: limit to feasible keywords from the provided list and ensure safe bidding practices.
5. Inventory replenishment model: You are an operations analyst. Task: build an inventory replenishment model for [SKU], using lead time [days], daily demand [units], and service level [percentage]. Output format: Excel-ready CSV-like steps and a forecasting window for the next [months]. Constraints: account for equipment storage limits and FBA inbound cutoffs.
6. Product launch checklist: You are a product launch strategist. Task: produce a launch checklist for a new product in [category], covering pre-listing, launch day, and post-launch activities. Context: vendor sourcing by [process], launch goals [goals], budget [amount]. Output format: numbered list with responsible owners and due dates. Constraints: include at least 3 reviews from beta testers.
7. Review feedback analysis: You are a customer feedback analyst. Task: summarize reviews for [ASIN], identify top 3 pain points, and propose 5 improvement actions. Context: reviews in [language], timeframe [range]. Output format: bullet list with quantified impact where possible. Constraints: avoid personal data.
8. Product photography prompts: You are a product photography director. Task: produce a briefing for [product] photos that highlight [feature], in [lighting style], with on-model or lifestyle shots as appropriate. Context: camera settings best practices, image dimensions, and background requirements. Output format: shot list and mood board notes.
9. Branding consistency plan: You are a brand strategist. Task: audit current product branding for [brand] across listings, packaging, and storefronts. Context: brand voice [tone], imagery guidelines [guidelines], target audience [audience]. Output format: bullet list of findings and 4 concrete alignment actions.
10. Product differentiation ideas: You are a market analyst. Task: generate 12 unique product differentiators for [product] in [category] that avoid legal risk and overclaiming. Context: competitor landscape [landscape], customer needs [needs]. Output format: bullet list with one-sentence rationale for each idea. Constraints: ensure feasibility and fit with existing product.
11. Supply chain risk check: You are a supply chain risk advisor. Task: perform a risk assessment for [supplier] and [product], focusing on lead time variability, quality variance, and regulatory compliance. Output format: risk rating table with mitigation actions for each risk. Constraints: provide actionable, low-cost mitigations.
12. Amazon policy compliance: You are a compliance specialist. Task: audit a given listing for policy compliance regarding prohibited claims, medical claims, and restricted products. Context: target region [region], product [product]. Output format: checklist with remediation steps and a compliance confidence score.
13. Seasonal promotions plan: You are a promotions planner. Task: design a seasonal promotion strategy for [season or event] in [region], including timing, discount structure, and messaging. Output format: calendar-style plan with 2-3 creative concepts. Constraints: align with Amazon policy.
14. Customer service automation: You are a customer service automation designer. Task: craft a suite of 6 chat templates for common FBA customer inquiries about [product], returns, or shipping. Context: tone [tone], escalation path, and response time targets. Output format: labeled templates with field placeholders for [orderID], [date], and [sku].
15. Amazon keyword clustering: You are an SEO data scientist. Task: cluster a list of keywords for [product] into logical groups by intent and priority. Context: seed keywords [seeds], volume range [range]. Output format: grouped keyword list with subgroup labels and recommended placements.
16. Customer pain points map: You are a product researcher. Task: map top customer pain points for [product] in [region], with 5 evidence-backed quotes from reviews or forums. Context: timeframe [range]. Output format: 5 bullet points with one supporting quote each.
17. Product bundle ideas: You are a merchandising planner. Task: propose 6 profitable product bundles for [product] in [category], with rationale and pricing. Output format: bundle name, components, price, value proposition.
18. FBA prep instructions: You are an operations guide author. Task: produce precise FBA prep and labeling instructions for [product], including packaging, carton level, and label placement. Output format: step-by-step checklist with checks for compliance.
19. Shipping plan optimization: You are a logistics optimizer. Task: compare air vs. sea freight options for inbound to Amazon FBA and propose the best option given cost and speed constraints. Output format: decision table with assumptions and final recommendation.
20. Returns improvement plan: You are a returns analyst. Task: analyze return reasons for [ASIN], identify top 3 return drivers, and propose process changes to reduce returns by at least [percentage]. Output format: action list with owner and impact estimate.
21. Pricing psychology prompts: You are a behavioral economics consultant. Task: craft 4 pricing prompts that apply anchoring, decoy pricing, and scent of urgency for [product]. Output format: prompts with recommended price points and messaging notes.
22. A+ content optimization: You are an A+ content specialist. Task: draft enhanced brand content for [ASIN], including modules on features, use cases, and comparisons. Output format: structured content blocks with section headers and 2-3 image suggestions.
23. Inventory forecasting prompt: You are a demand forecaster. Task: forecast monthly demand for [SKU] for the next [months] using historical data [dataset], seasonality [seasonality], and promotions. Output format: month-by-month forecast with confidence intervals.
24. Product listing translation: You are a localization expert. Task: translate a listing for [market] into [language], preserving intent, keywords, and compliance. Output format: translated title, bullets, and description with notes on localization considerations.
25. Competitor price watch: You are a market intelligence analyst. Task: create a price watch for 5 competing ASINs in [category], updating weekly with price changes and stock status. Output format: table with trend arrows and recommended responses.
26. Launch impact assessment: You are a product launch analyst. Task: assess the impact of a new product launch on current best-sellers in [category], including cannibalization risk and opportunities. Output format: brief report with 3 action items.
27. Listing X-ray competitor check: You are a competitive intelligence analyst. Task: perform a listing X-ray for [ASIN] comparing title, bullets, images, A+ content, and reviews against top 5 rivals. Output format: side-by-side summary.
28. Customer questions prompter: You are a questions engineer. Task: generate 15 customer questions for [ASIN], with concise, helpful answers and recommended reply templates. Context: common objections and shipping details.
29. Review response templates: You are a reputation manager. Task: craft 6 professional review response templates for positive and negative reviews of [product], maintaining brand voice and policy compliance. Output format: ready-to-use responses with placeholders.
30. Amazon policy risk matrix: You are a risk consultant. Task: build a policy risk matrix for [category] listings, identifying potential violations, thresholds, and remediation steps. Output format: matrix with scoring and owners.
31. Product compliance checklist: You are a compliance auditor. Task: produce a compliance checklist for [product] covering labeling, safety data, and material disclosures for [region]. Output format: checklist with pass/fail markers.
32. Product lifecycle plan: You are a product manager. Task: outline a lifecycle plan for [product], including launch, growth, maturity, and sunset criteria. Output format: roadmap with milestones and success metrics.
33. Supplier evaluation prompts: You are a sourcing analyst. Task: evaluate potential suppliers for [product], scoring on quality, price, lead time, and reliability. Output format: supplier scorecard with recommended supplier.
34. Flat file listing optimization: You are an data operations expert. Task: optimize a flat file listing feed for [ASIN], ensuring fields like title, bullets, and description align with best practices. Output format: cleaned, ready-to-upload listing text.
35. Customer sentiment analysis: You are a sentiment analyst. Task: analyze customer sentiment for [brand] across reviews in [region] over [period], and identify 3 improvement areas. Output format: bullet insights with impact notes.
36. Amazon storefront layout: You are a storefront designer. Task: propose a compelling storefront layout for [brand], highlighting top products and seasonal collections. Output format: outline with navigation sections and example copy.
37. Product warranty policy: You are a policy writer. Task: draft a clear warranty policy for [product], including coverage, claims process, and duration. Output format: policy text with sections and FAQ notes.
38. Fulfillment by Merchant switch: You are a fulfillment consultant. Task: analyze benefits of switching from FBA to FBM for [product], including fees, service levels, and扩ação. Output format: decision brief with recommended path.
39. Packaging optimization: You are a packaging engineer. Task: propose packaging improvements for [product] to reduce damage rate and improve unboxing experience. Output format: list of changes with justification.
40. Tax compliance prompts: You are a tax advisor. Task: outline tax considerations for Amazon FBA sellers in [region], including nexus, VAT/GST, and filing cadence. Output format: concise guideline with action steps.
41. International expansion plan: You are a market entry strategist. Task: assess the feasibility of expanding to [new markets], including regulatory hurdles, demand, and logistics. Output format: brief market entry plan.
42. Product photography styling: You are a stylist. Task: create a 5-shot photography brief for [product], detailing backdrop, color balance, and prop suggestions. Output format: shot list with mood notes.
43. Customer onboarding prompts: You are a UX writer. Task: craft a user onboarding script for first-time buyers of [product], including messages on setup, care, and assurance. Output format: stepwise copy blocks.
44. Product video script: You are a video producer. Task: write a 60-second product video script for [product], highlighting benefits, use cases, and call to action. Output format: script with shot directions.
45. Returns analysis prompts: You are a returns analyst. Task: analyze return codes for [ASIN], suggest process changes to reduce returns by [percentage], and quantify impact. Output format: action list with owner.
46. Customer loyalty program: You are a loyalty program designer. Task: draft a points-based loyalty program for repeat buyers of [brand], with tiers and redemption options. Output format: program outline and terms.
47. Sponsored display strategy: You are an ads strategist. Task: design a sponsored display campaign for [ASIN], including audiences, creatives, and bid strategy. Output format: plan with targeting matrix.
48. Product review harvesting plan: You are an reputation manager. Task: outline compliant strategies to ethically solicit reviews for [product], including timelines and messaging. Output format: plan with safeguards.
49. Amazon listing health check: You are a listing health analyst. Task: perform a health check on [ASIN] listing, focusing on keywords, conversion rate, and image quality. Output format: performance snapshot and improvement steps.
50. Conversion rate optimization: You are a conversion optimizer. Task: propose on-listing changes to lift conversion for [ASIN] by at least [percentage], including A/B test ideas. Output format: list of changes and test plan.
51. Post-purchase email prompts: You are an email marketer. Task: generate a sequence of 4 post-purchase emails for [product], encouraging reviews, repeat buys, and referrals. Output format: email bodies with placeholders.
52. Seasonal keyword drop: You are an SEO strategist. Task: identify seasonal keyword opportunities for [product] and create 3 placeholder listings updates. Output format: keyword list with timing notes.
53. Product care guide: You are a content creator. Task: write a clear care and maintenance guide for [product], including safety notes. Output format: sections with bullet points.
54. FAQ repository build: You are a knowledge manager. Task: compile 20 customer FAQs for [product], with concise answers and cross-links to related pages. Output format: numbered FAQ list.
55. Supply chain visibility prompts: You are a supply chain analyst. Task: outline a plan to improve shipment visibility for inbound to Amazon FBA, including tracking milestones and alert rules. Output format: step-by-step plan.
56. Profitability model: You are a financial analyst. Task: build a profitability model for [product], including COGS, FBA fees, shipping, and advertising. Output format: table with scenarios.
57. Product differentiation map: You are a market researcher. Task: map 8 differentiators for [product] against 5 rivals, with customer-value rationale. Output format: matrix with notes.
58. Customer segment prompts: You are a segmentation expert. Task: define primary and secondary customer segments for [product], with persona summaries and messaging notes. Output format: bullet profiles.
59. Sales channel analysis: You are a channel strategist. Task: compare Amazon FBA vs. multi-channel fulfillment for [product], including costs and service levels. Output format: decision brief.
60. Content localization prompts: You are a localization specialist. Task: adapt listing content for [region] audience, adjusting tone, units, and examples. Output format: localized title, bullets, and description.
61. Image guideline prompts: You are a visual strategist. Task: define image requirements for Amazon listings of [category], including main image, infographics, and lifestyle shots. Output format: guideline list.
62. Catalog hygiene prompts: You are an catalog manager. Task: audit product catalog for [brand], fixing duplicates, misspellings, and inconsistent units. Output format: cleaned catalog notes.
63. A/B test plan for listings: You are an experimentation lead. Task: design an A/B test plan for [ASIN] listing changes, including hypothesis, variables, and success criteria. Output format: test matrix with timelines.
64. Customer journey map: You are a user researcher. Task: map the customer journey from discovery to repeat purchase for [product], identifying friction points and improvement ideas. Output format: journey stages with notes.
65. Inflight risk mitigation: You are an operations risk manager. Task: identify operational risks in Amazon FBA process for [product], with mitigations and owners. Output format: risk register.
66. Content brief for creatives: You are a content strategist. Task: create a brief for copywriter and designer to produce listing assets for [ASIN], including tone, keywords, and layout notes. Output format: brief document.
67. Seller feedback prompts: You are a reputation architect. Task: draft prompts to solicit seller feedback on fulfillment and support experience for [brand], with cadence and incentives. Output format: prompt scripts.
68. Pricing test scenarios: You are a growth marketer. Task: propose 3 pricing test scenarios for [product], detailing sample sizes and duration. Output format: test plan.
69. Inventory risk indicators: You are an operations analyst. Task: define 5 inventory risk indicators for [SKU] and create a monitoring dashboard concept. Output format: indicator list with thresholds.
70. Product attribute optimization: You are a catalog specialist. Task: optimize product attribute fields for [ASIN] to improve searchability and conversion, including bullet rewording. Output format: revised attribute table.
71. Seasonal stock policy: You are an inventory manager. Task: draft a seasonal stock policy for [product], including reorder points and safety stock. Output format: policy document.
72. Sourcing risk prompt: You are a sourcing risk analyst. Task: evaluate supplier diversity and risk for [product], with mitigation options. Output format: risk-reduction plan.
73. Amazon ads creative prompts: You are an ad creative strategist. Task: generate 8 ad creative concepts for [ASIN], with copy directions and visual notes. Output format: concept briefs.
74. Launch post-mortem prompts: You are a project reviewer. Task: write a post-launch learnings report for [product], including three wins and three misses with corrective actions. Output format: concise report.
75. Warranty claim prompts: You are a claims specialist. Task: draft a customer-friendly warranty claim flow for [product], with required documentation and response times. Output format: flowchart-style steps.
76. Cross-sell opportunity prompts: You are a merchandising analyst. Task: identify 6 cross-sell opportunities for adjacent products to pair with [ASIN]. Output format: opportunity list with rationale.
77. Product compliance notes: You are a compliance advisor. Task: list compliance notes for [product] in [region], including labeling, packaging, and disclosures. Output format: bullet list.
78. Storefront messaging prompts: You are a growth copywriter. Task: craft store-wide messaging for [brand] that communicates value proposition and seasonal campaigns. Output format: homepage copy blocks.
79. Fulfillment metrics prompts: You are a data analyst. Task: define 5 key fulfillment metrics for FBA performance of [product], with targets and data sources. Output format: metric table.
80. Product safety prompts: You are a safety officer. Task: compile safety considerations and warnings for [product], tailored to [region] regulations. Output format: safety brief.
81. Customer care escalation prompts: You are a support supervisor. Task: craft escalation prompts for complex inquiries about [product], including triage steps and SLAs. Output format: escalation playbook.
82. Product data enrichment: You are a data curator. Task: enrich [ASIN] with missing attributes, features, and use cases. Output format: enhanced data sheet.
83. Language tone guides: You are a brand voice lead. Task: define tone guidelines for listing copy of [brand], with examples and phrases to avoid. Output format: style guide excerpt.
84. Backorder handling prompts: You are a operations coordinator. Task: propose backorder handling procedures for [product], including customer notifications and stock reallocation. Output format: process steps.
85. Marketplace policy update prompts: You are a policy watcher. Task: summarize latest Amazon policy changes affecting [category] and propose listing updates. Output format: summary with a to-do list.
86. Demand shaping prompts: You are a growth strategist. Task: outline 3 demand shaping actions for [product] during a slow quarter, including timing and expected lift. Output format: action plan.
87. Shipping label optimization: You are a logistics engineer. Task: optimize shipping labels for FBA inbound to reduce mislabeling and returns. Output format: checklist with validation notes.
88. Product lifecycle extension: You are a product strategist. Task: propose 4 tactics to extend the lifecycle of [product], such as variants or bundles. Output format: plan with impact estimates.
89. Listing freshness prompts: You are a listing editor. Task: refresh listing copy for [ASIN] with updated keywords and seasonal angles. Output format: revised listing text.
90. Fraud prevention prompts: You are a risk-control analyst. Task: outline fraud detection steps for Amazon seller accounts handling [product], with flags and mitigations. Output format: control plan.
91. Image alt text prompts: You are a visuals specialist. Task: create accessible alt text for listing images of [ASIN], including key features. Output format: alt text strings.
92. Content repurposing prompts: You are a content strategist. Task: repurpose listing content into 2 email sequences or social posts for [product], maintaining compliance. Output format: content blocks.
93. Churn reduction prompts: You are a customer success manager. Task: identify reasons for customer churn for [product] and propose 5 retention actions. Output format: action list.
94. Event-based marketing prompts: You are a marketing planner. Task: craft an event-based marketing plan around [event] for [region], with messaging and assets. Output format: plan doc.
95. Product attribute normalization: You are a data normalization expert. Task: normalize product attributes across variants of [ASIN] to improve searchability. Output format: standardized attribute sheet.
96. Inventory aging prompts: You are an inventory analyst. Task: analyze aging stock for [SKU], propose liquidation or promotion strategies. Output format: plan with timelines.
97. ad copy prompts: You are a copywriter. Task: write 6 variations of ad copy for [ASIN], tailored to different audiences, with strong CTAs. Output format: copy blocks.
98. Image testing prompts: You are a experiments lead. Task: design an image A/B test plan for [ASIN] listing with 2-3 variants. Output format: test plan and success criteria.
99. Vendor negotiation prompts: You are a procurement specialist. Task: draft a negotiation script for securing better terms with [supplier] for [product], including volume discounts and lead times. Output format: script and fallback options.
100. Post-sale optimization prompts: You are a growth optimizer. Task: outline a 6-step post-sale optimization plan for [product], focusing on feedback collection, upsell opportunities, and retention. Output format: step list with owners.

Best Practices

• Keep prompts specific to your product category to improve relevance.
• Use consistent output formats (checklists, tables, or templates) for easy adoption.
• Validate outputs with quick spot-checks against real data before acting.
• Combine multiple prompts to form end-to-end workflows (listing, pricing, PPC, and inventory).
• Regularly refresh prompts to reflect policy changes, seasonality, and market shifts.

Common Mistakes to Avoid

• Using generic prompts that lack product-specific details and fail to provide context.
• Overclaiming benefits or making non-compliant claims in listings or ads.
• Not validating Claude outputs against real data, leading to incorrect decisions.
• Failing to include clear output formats, making it hard to copy and implement results.
• Ignoring Amazon policies and regional regulatory requirements when crafting prompts.

FAQ

What is the best way to start using Claude prompts for Amazon FBA?

Begin with listing optimization and keyword research prompts to establish a strong foundation, then expand to pricing, PPC, and inventory prompts.

How many prompts should I run weekly for best results?

Start with 3 to 5 prompts per week and scale up as you confirm which outputs drive measurable improvements.

Can these prompts replace my existing Amazon strategy?

They are designed to augment and accelerate your strategy, not replace strategic planning and human decision-making.

How do I ensure compliance with Amazon policies in prompts?

Always include region-specific guidelines in prompts and verify outputs against current Amazon policies before publishing.

What output formats are most actionable?

Tables, checklists, and step-by-step playbooks are the easiest to implement and audit.

Are these prompts suitable for agency use?

Yes, but tailor prompts for client-specific products and regions and maintain client governance over outputs.