100 Best Claude Amazon Product Research Prompts for Amazon Sellers

Direct Answer

The best Claude prompts for Amazon product research for Amazon sellers are a curated set of actionable prompts that help identify profitable niches, compare competitors, optimize listings, and plan launches. These prompts cover demand, pricing, SEO, packaging, and risk, providing concrete steps and outputs to drive faster decisions. Use placeholders to tailor to your category and market.

Introduction

This page is a practical Claude prompts library for Amazon product research designed for Amazon sellers and FBA teams.

The prompts are crafted to be ready-to-use, with clear roles, tasks, context, constraints, and output formats to accelerate your research workflow.

How to Use These Claude Prompts

• Replace placeholders such as [category], [region], and [audience] with your specific details.
• Add constraints to align with your margins, budgets, and timelines.
• Request outputs in structured formats like lists or tables to facilitate copying into your workflow.
• Verify outputs by cross-checking with live data and internal metrics.
• Combine multiple prompts to build a complete research sprint.

100 Best Claude Amazon Product Research Prompts for Amazon Sellers

1. Niche profitability scan: You are an Amazon research analyst. Task: Identify five profitable product niches with steady demand and low seasonality. Context: The user sells [category examples], [region], and aims for [target price]. Constraints: profitability must be at least [profit per unit], average reviews below [threshold], and estimated monthly demand above [units]. Output: a prioritized list of niches with rationale, potential SKUs, and initial risk notes. Format: bullet list with section headers: Niches, Why, Potential SKUs, Risks.
2. Competitor product gap analysis: You are an Amazon market researcher. Task: Analyze top five competitors in niche [niche]. Context: Use publicly visible data: price range, rating, number of reviews, listing features. Constraints: focus on gaps in features, bundles, and messaging that we can exploit within [budget] marketing plan. Output: a prioritized gap list with 3 actionable moves per gap and suggested SKU ideas.
3. Keyword idea expansion: You are a keyword researcher. Task: Expand seed keyword [seed] into long-tail phrases for Amazon product listing optimization. Context: Target audience is [audience], language is [language], platform is Amazon US. Constraints: include high intent phrases, avoid repeat terms, group by buyer intent. Output: categorized keyword list with search volume estimates placeholder, and top three phrases per category.
4. Product idea viability score: You are a product viability evaluator. Task: Score idea [idea] for Amazon success using five criteria: demand, competition, margin, ease of listing, and potential protectable advantage. Context: use example data for category [category]. Constraints: scale 1-10 for each criterion, provide a final viability score and a one sentence rationale.
5. Reviews sentiment map: You are a review analyst. Task: Build sentiment map from the top ten competing listings in niche [niche]. Context: Analyze review score, common complaints, and feature requests. Constraints: provide 5 sentiment clusters with example quotes and feature prioritization notes for product improvement.
6. Pricing strategy for launch: You are a pricing strategist. Task: Propose a launch price and promo structure for a new product in [category]. Context: competitor average price [price], target margin [margin], desired sales velocity [velocity]. Constraints: include psychological pricing, coupon structure, and review gateway plan. Output: price tier with justification and expected impact.
7. Product bundle opportunities: You are a product bundling advisor. Task: Identify 4 bundle ideas for [product type] in niche [niche]. Context: customer pain points include [pain points], free shipping threshold [threshold]. Constraints: ensure bundles comply with Amazon rules, estimate incremental margin, and outline listing copy needs. Output: bundles list with bundle rationale.
8. Rank tracking plan: You are a rank optimization specialist. Task: Create a 12-week rank tracking plan for a new listing in [category]. Context: target keywords include [keywords]. Constraints: weekly checkpoints, adjustments after every 4 weeks, and success criteria. Output: week-by-week plan with tasks and metrics.
9. Supply risk checklist: You are a supplier risk analyst. Task: Build a risk checklist for sourcing a product in [category]. Context: supplier lead times, minimum order quantity, quality control steps. Constraints: include mitigation actions, contingency suppliers, and audit frequency. Output: risk categories with controls.
10. Image optimization prompts: You are a listing visuals expert. Task: Propose 6 image angles and 3 lifestyle contexts for [product]. Context: target buyer persona [persona], platform is Amazon product page. Constraints: ensure compliance with imagery guidelines, include infographic angle, model release notes. Output: image plan with caption suggestions.
11. A/B testing ideas: You are a growth tester. Task: Generate 8 A/B test ideas for Amazon product listing of [product]. Context: current conversion rate [cr], traffic source mix [sources]. Constraints: test hypotheses with measurable lift and risk notes. Output: test plan with hypotheses, success metrics, and sample size estimates.
12. US market entry checklist: You are a market entry planner. Task: Create a US market entry checklist for a new product in [category]. Context: regulatory considerations, shipping constraints, tax implications. Constraints: align with Amazon FBA standards, include time estimates. Output: checklist with milestones.
13. Patent/brand search brief: You are an IP researcher. Task: Brief on potential patent or brand conflicts for a product in [category]. Context: jurisdiction [jurisdiction], known trademarks [trademarks]. Constraints: provide risk rating and steps to mitigate. Output: risk summary and action plan.
14. Listing copy outline: You are a copywriter. Task: Generate a listing copy outline for [product] in [category]. Context: US marketplace, target buyer [audience], tone [tone]. Constraints: include features, benefits, and FAQs. Output: structured outline with section headers.
15. Vendor scorecard template: You are a procurement analyst. Task: Build a vendor scorecard for suppliers of [material/product]. Context: criteria include cost, quality, lead time, communication. Constraints: provide scoring rubric and sample filled rows. Output: scorecard template.
16. Product launch timeline: You are a product launch planner. Task: Create a 6-week launch timeline for [product] in [category]. Context: press, influencers, early reviews. Constraints: milestone dates, responsible owner, dependencies. Output: calendar-style plan.
17. Customer questions prep: You are a customer support strategist. Task: Generate a list of 20 common customer questions for [product]. Context: product features, usage scenarios, troubleshooting. Constraints: provide clear, concise answers and links to resources. Output: Q&A list.
18. SEO metadata generator: You are an SEO specialist. Task: Produce title, bullet structure, and backend search terms for a listing of [product]. Context: target keywords include [keywords], language en_US. Constraints: avoid keyword stuffing, ensure readability. Output: metadata block.
19. Competitor feature scorecard: You are a competitive intelligence analyst. Task: Compare top five competitors on features for [niche]. Context: listing bullets, images, and ranks. Constraints: score each feature, provide gaps and differentiators. Output: feature scorecard.
20. Audience voice guide: You are a brand voice coach. Task: Create a buyer persona-based voice guide for [audience] shopping for [product]. Context: tone preferences, pain points. Constraints: include wording do/don'ts and example lines. Output: voice guide with examples.
21. FBA feasibility check: You are an operations analyst. Task: Assess FBA feasibility for [product] in [category]. Context: packaging constraints, palletization, labeling. Constraints: cost estimates, storage fees. Output: feasibility brief.
22. Sourcing cost model: You are a cost engineer. Task: Build a cost model for [product] including landed cost, MOQs, and shipping. Context: supplier region [region], currency [currency]. Constraints: provide scenario-based totals. Output: cost model with assumptions.
23. Packaging optimization: You are a packaging engineer. Task: Propose packaging tweaks for [product] to reduce damage and improve unboxing. Context: carton size, weight limits, eco considerations. Constraints: cost impact and waste reduction notes. Output: packaging options.
24. Safety/compliance brief: You are a compliance consultant. Task: Create a safety checklist for [product] in [category]. Context: regulatory standards [standards], testing methods. Constraints: include documentation format. Output: compliance brief.
25. Labeling guide: You are a labeling specialist. Task: Draft product label requirements for [product] in [region]. Context: material, hazard info if any, language. Constraints: align with Amazon labeling rules. Output: labeling guide.
26. Fulfillment routing plan: You are a logistics planner. Task: Plan fulfillment routing for [product] from supplier to Amazon fulfillment centers. Context: store in multiple warehouses, lead times. Constraints: optimize for speed and cost. Output: routing plan.
27. Product review response prompts: You are a reputation manager. Task: Draft responses to 8 common negative reviews for [product]. Context: tone [tone], escalation policy. Constraints: de-escalation steps and offers. Output: response templates.
28. Product photography prompts: You are a photography director. Task: Describe 6 product shoot concepts for [product]. Context: lighting, backdrop, color scheme. Constraints: deliverable specs and shot list. Output: photography brief.
29. Localization prompts: You are a localization specialist. Task: Adapt listing content for [market] while preserving core value. Context: language, cultural nuances, compliance. Constraints: include regional keywords. Output: localized listing notes.
30. Video script outline: You are a video content creator. Task: Outline a 60-second Amazon product video for [product]. Context: key benefits, call-to-action. Constraints: scene-by-scene breakdown with voiceover text. Output: script outline.
31. Return policy messaging: You are a policy communicator. Task: Draft return policy messaging for [product]. Context: customer trust, risk reduction. Constraints: align with Amazon policy. Output: messaging block.
32. Trend signal analysis: You are a trend analyst. Task: Identify 3 emerging trends that could drive demand for [category] in the next 6 months. Context: seasonality, macro drivers. Constraints: explain relevance and risk. Output: trend summaries.
33. Influencer outreach plan: You are an influencer marketer. Task: Plan a 4-week outreach for promoting [product] in [niche]. Context: budget, deliverables, success metrics. Constraints: provide contact templates and timeline. Output: outreach plan.
34. Outsource-friendly SOP: You are an operations writer. Task: Create an SOP for outsourcing a product listing update cycle for [product]. Context: tools, approval steps. Constraints: include version control. Output: SOP document.
35. Warranty strategy: You are a warranty planner. Task: Propose a warranty policy for [product] with coverage, duration, and claim flow. Context: return rates, cost impact. Constraints: ensure clarity. Output: warranty plan.
36. Lifecycle maintenance prompts: You are a product lifecycle manager. Task: Create a quarterly maintenance prompt suite for [product] lifecycle in [category]. Context: update cadence, performance metrics. Constraints: align with product team rituals. Output: maintenance prompts.
37. Ancillary revenue ideas: You are a business model innovator. Task: Generate 5 add-on or accessory ideas for [product] in [category]. Context: customer buying patterns, margins. Constraints: feasibility note for Amazon. Output: revenue ideas.
38. Negative feedback turn: You are a feedback strategist. Task: Provide a plan to turn a common negative feedback loop into product improvement, focusing on [feature]. Context: root cause analysis, prioritization. Constraints: include quick wins and long-term fixes. Output: improvement plan.
39. Seasonal demand forecast: You are a demand forecaster. Task: Forecast seasonal demand for [product] in [region] over next 12 weeks. Context: historical data placeholder, promotions. Constraints: provide confidence ranges. Output: demand forecast table.
40. Bundle pricing blueprint: You are a pricing engineer. Task: Create a bundle pricing blueprint for [product] bundles with 2 or 3 items. Context: cost, cross-sell logic, shipping. Constraints: outline price points and margin impact. Output: bundle blueprint.
41. Currency impact analysis: You are a finance analyst. Task: Assess how currency fluctuations affect landed cost for [product] sourced from [region]. Context: exchange rate scenarios, hedging options. Constraints: provide sensitivity table. Output: financial impact notes.
42. Regulatory readiness pack: You are a regulatory consultant. Task: Compile a readiness pack for selling [product] in [region]. Context: labeling, testing, documentation. Constraints: format as checklist. Output: readiness pack.
43. Packaging sustainability ideas: You are an eco packaging designer. Task: Propose 4 sustainable packaging ideas for [product]. Context: material costs, recyclability, user experience. Constraints: supplier compatibility. Output: packaging ideas.
44. Product risk register: You are a risk manager. Task: Build a product risk register for [product]. Context: categories include supply, demand, quality, IP. Constraints: risk score and mitigation owners. Output: risk register entries.
45. Launch press kit outline: You are a PR planner. Task: Outline a launch press kit for [product]. Context: key messages, assets, spokesperson notes. Constraints: include one-page boilerplate. Output: press kit outline.
46. Category deep-dive brief: You are a category analyst. Task: Write a 2-page brief on the Amazon category [category], focusing on top subcategories, gaps, and opportunities. Constraints: include data placeholders. Output: category brief.
47. Lifecycle email prompts: You are an email marketer. Task: Draft a drip sequence for new buyers of [product]. Context: onboarding, usage tips, reviews. Constraints: cadence, CTA, and tone. Output: email sequence text.
48. Product risk mitigation: You are a risk mitigation consultant. Task: Propose mitigation steps for top three risks to [product] in [category]. Context: supplier, demand, regulatory. Constraints: assign owners. Output: mitigation plan.
49. Localization QA prompts: You are a QA specialist. Task: Create a QA checklist for localized listings of [product] in [market]. Context: translations, date formats, currency. Constraints: pass/fail criteria. Output: QA checklist.
50. Content calendar idea: You are a content planner. Task: Generate 6 month content ideas around [product] for Amazon audience. Context: formats include posts, videos, FAQs. Constraints: tie to promotions. Output: content calendar.
51. Supply chain mapping: You are a supply chain mapper. Task: Map end-to-end supply chain for [product] from supplier to customer. Context: touchpoints, data flows. Constraints: include risks and owners. Output: map with notes.
52. Customer persona story: You are a storyteller for marketing. Task: Write a short customer story for [audience] buying [product]. Context: pain points, goals. Constraints: 5-7 sentences. Output: narrative story.
53. Sales testimonial prompts: You are a testimonial compiler. Task: Generate 6 plausible customer testimonial prompts for [product], focusing on outcomes. Context: specific features. Constraints: ensure authenticity cues. Output: prompts.
54. Product feature prioritization: You are a product manager. Task: Prioritize 8 features for a new version of [product] in [category]. Context: customer demand signals, feasibility. Constraints: provide rationale and risk notes. Output: prioritized feature list.
55. FAQ assembly: You are a knowledge manager. Task: Compile 12 FAQs for [product]. Context: usage, troubleshooting, warranties. Constraints: keep answers concise. Output: FAQ list.
56. Competition warning list: You are a competitive watchdog. Task: List 6 competitive threats in [niche] and how to respond tactically. Context: market changes, new entrants. Constraints: avoid overclaiming. Output: threat list with countermoves.
57. Amazon policy alignment: You are an compliance advisor. Task: Audit listing content for policy violations in [market]. Context: list format violations, penalties. Constraints: recommended fixes. Output: policy alignment notes.
58. Seasonal promotional ideas: You are a promotions planner. Task: Propose 4 seasonal promotions for [product] in [region]. Context: holidays, shipping windows. Constraints: impact estimates. Output: promotion ideas.
59. Affiliate program prompts: You are an affiliate program strategist. Task: Outline an affiliate plan for promoting [product] with commission model and approving channels. Constraints: provide recruitment message. Output: affiliate plan.
60. Product listing QA test: You are a QA engineer. Task: Create a test plan to validate listing accuracy for [product]. Context: bullets, title, images. Constraints: include pass criteria. Output: QA test plan.
61. Return rate analysis: You are a data analyst. Task: Analyze hypothetical return drivers for [product]. Context: variable returns by region, variant. Constraints: propose improvements. Output: analysis with recommendations.
62. Creative bullet prompts: You are a copywriter. Task: Write 6 bullets that clearly convey value for [product] in [category]. Context: buyer intents, benefits. Constraints: avoid clichés. Output: bullet copy.
63. Branding alignment prompts: You are a brand strategist. Task: Align new product branding with existing brand in [category]. Context: visual, voice, values. Constraints: provide alignment map. Output: branding alignment notes.
64. Competitor pricing map: You are a pricing analyst. Task: Map top five competitor prices for [product] and identify pricing gaps. Context: promotions, bundles. Constraints: annotate reasons for gaps. Output: pricing map.
65. Launch press release draft: You are a PR writer. Task: Draft a concise launch press release for [product] in [category]. Context: key messages, quotes. Constraints: 350 words max. Output: press release draft.
66. Product care guide: You are a user education specialist. Task: Create a care and usage guide for [product]. Context: warranty conditions, maintenance tips. Constraints: format as short guide. Output: care guide.
67. Inventory health prompt: You are an inventory planner. Task: Assess inventory health for a line of [products] in [category]. Context: sell-through rate, aging stock. Constraints: provide restock triggers. Output: health brief.
68. Customer onboarding prompts: You are a customer experience designer. Task: Draft onboarding prompts for new buyers of [product]. Context: usage tips, community support. Constraints: sequence and tone. Output: onboarding prompts.
69. Sustainability impact prompts: You are an ESG analyst. Task: Measure environmental impact of packaging and shipping for [product]. Context: carbon footprint, recyclability. Constraints: provide improvement actions. Output: impact notes.
70. Cost-down ideas: You are a procurement innovator. Task: Generate 6 cost-reduction ideas for manufacturing [product] without sacrificing quality. Context: materials, process changes. Constraints: feasibility notes. Output: cost-down ideas.
71. Quality control protocol: You are a QA manager. Task: Define a quality control protocol for incoming components of [product]. Context: acceptance criteria, sampling, defect tolerance. Constraints: report format. Output: QC protocol.
72. Customer exit survey prompts: You are a survey designer. Task: Create a short exit survey for customers who purchased [product]. Context: usage, satisfaction, improvement. Constraints: include skip logic notes. Output: survey prompts.
73. Conversion lift hypotheses: You are a growth marketer. Task: Propose 4 hypotheses to lift Amazon conversion for [product]. Context: listing, pricing, images. Constraints: measure success and risk. Output: hypotheses list.
74. Impact of keywords: You are an optimization analyst. Task: Explain how choosing different keywords affects visibility for [product] in [market]. Context: match types, search impression share. Constraints: give actionable steps. Output: explanatory notes.
75. User generated content plan: You are a community manager. Task: Outline a plan to collect and leverage user generated content for [product]. Context: requests, moderation. Constraints: rights and crediting. Output: UGC plan.
76. Product catalog synchronization: You are an data integration engineer. Task: Design a sync plan for updating several product SKUs across marketplaces for [brand]. Context: data formats, frequency. Constraints: error handling. Output: sync plan.
77. Risk-based prioritization: You are a risk-focused PM. Task: Prioritize backlog items for [product] using risk-adjusted value. Context: scoring criteria. Constraints: include narrative justification. Output: prioritized backlog.
78. Ad copy prompts: You are a creative copywriter. Task: Write 6 ad copy variations for Amazon Sponsored Products for [product]. Context: headline, description, call-to-action. Constraints: comply with ad policies. Output: ad copy set.
79. Product comparison prompts: You are a competitor analyst. Task: Produce a comparison between [product] and top 3 rivals, focusing on differentiators. Context: specs, price, performance. Constraints: objective language. Output: comparison brief.
80. Shipping cost scenarios: You are a logistics analyst. Task: Model 4 shipping cost scenarios for [product] from supplier to Amazon FBA. Context: carrier mix, volume. Constraints: include break-even price. Output: cost scenarios.
81. Listing localization prompts: You are a localization editor. Task: Localize listing content for [market] while preserving core value. Context: language, cultural nuance, legal. Constraints: regional keywords. Output: localization notes.
82. Product issue triage: You are a support triage lead. Task: Create a triage playbook for urgent product issues in [category]. Context: severity levels, escalation paths. Constraints: response time targets. Output: triage playbook.
83. Brand safety prompts: You are a brand safety strategist. Task: Audit listing and promotions for safety and compliance risks in [market]. Context: banned terms, misrepresentation. Constraints: action items. Output: safety audit notes.
84. Post-purchase engagement: You are a lifecycle marketer. Task: Draft a post-purchase engagement flow for [product]. Context: tips, reviews, referrals. Constraints: timing and content. Output: engagement flow.
85. Product recall plan: You are a risk manager. Task: Outline a recall plan for [product] if issues arise. Context: notification, logistics, customer support. Constraints: regulatory alignment. Output: recall plan.
86. Return reason analysis: You are a data analyst. Task: Analyze return reasons for [product] and propose fixes. Context: data placeholders, time window. Constraints: quantify impact. Output: analysis with recommendations.
87. Sourcing audit prompts: You are an audit specialist. Task: Create an audit checklist for supplier compliance for [product]. Context: quality docs, certifications. Constraints: provide evidence requests. Output: audit checklist.
88. Lifecycle KPI prompts: You are a performance analyst. Task: Define 5 KPIs for the product lifecycle of [product]. Context: target values, dashboards. Constraints: data sources. Output: KPI definitions.
89. Packaging waste calculator: You are an sustainability engineer. Task: Calculate packaging waste per unit for [product]. Context: packaging dimensions, materials. Constraints: propose reductions. Output: waste calculator results.
90. Influencer collaboration prompts: You are a influencer collaborator. Task: Draft collaboration briefs for 3 creators promoting [product]. Context: deliverables, timelines, rights. Constraints: compensation notes. Output: briefs.
91. Product launch risk log: You are a project manager. Task: Create a risk log for a product launch with 8 risks. Context: likelihood, impact, mitigation. Constraints: owners. Output: risk log entry set.
92. Competitor response plan: You are a strategy advisor. Task: Outline 3 potential competitor responses to our launch in [category]. Context: price, features, messaging. Constraints: contingency actions. Output: response plan.
93. Amazon A+ content prompts: You are a content strategist. Task: Generate 4 A plus content ideas for [product] to boost conversion. Context: layout, copy blocks. Constraints: alignment with brand. Output: A+ content ideas.
94. Customer utilization prompts: You are a user analytics expert. Task: Analyze how customers use [product] and identify usage patterns. Context: feature adoption, drop-off points. Constraints: actionable insights. Output: utilization report.
95. Inventory diversification prompts: You are a supply planner. Task: Propose diversification of inventory between SKUs for [category]. Context: risk parity, demand signals. Constraints: cost and complexity notes. Output: diversification plan.
96. Support escalation prompts: You are a support manager. Task: Create escalation prompts for unresolved issues about [product]. Context: tiered support levels. Constraints: response times. Output: escalation prompts.
97. Product sustainability prompts: You are an sustainability advocate. Task: Score product sustainability across materials, production, and packaging for [product]. Context: improvement opportunities. Constraints: reporting format. Output: sustainability scorecard.
98. Product ideation prompts: You are a creative ideator. Task: Generate 5 new product ideas in [category] inspired by current trends. Context: feasibility hints. Constraints: alignment with brand. Output: ideation list.
99. Post-launch optimization prompts: You are a growth optimizer. Task: Propose optimization steps after launch for [product]. Context: reviews, ranking, pricing. Constraints: 90-day plan. Output: optimization plan.
100. Exit intent prompts: You are a conversion specialist. Task: Create exit intent prompts to capture abandoning customers for [product]. Context: incentives, messaging. Constraints: only non-intrusive prompts. Output: exit intent prompts.

Best Practices

• Test prompts in small batches to gauge reliability and adjust placeholders.
• Save successful prompts as templates for future projects.
• Respect data quality by validating outputs against real data and objective criteria.
• Keep prompts focused and avoid overloading with too many constraints in a single prompt.

Common Mistakes to Avoid

• Using generic prompts that lack niche specificity.
• Overlooking compliance and platform policies in listings.
• Neglecting output validation, leading to unactionable results.
• Forgetting to tailor prompts to market-specific details like region and category.

FAQ

What makes a Claude prompt effective for Amazon product research

An effective Claude prompt is specific, actionable, and repeatable, with clear roles, tasks, context, constraints, and an expected output format.

How should I tailor prompts to my product category

Fill in placeholders like [category], [niche], and [audience] and adjust constraints such as margins and shipping to reflect your business.

Can I reuse prompts for similar products

Yes, save prompts as templates and adjust only the category-specific details for new products.

What outputs should I expect from these prompts

Structured outputs such as ranked lists, scorecards, roadmaps, and checklists that are ready to copy into workstreams.

How do I validate Claude outputs

Cross-check with live data sources, test in small pilots, and compare against your internal KPIs and historical benchmarks.

Are these prompts safe to run in production

Yes, but review outputs for accuracy and ensure compliance with your platform rules and local regulations.