AI Prompts for Claude for Amazon FBA

Help me build a systematic Amazon FBA product research framework. Walk me through: what revenue range to target for a new seller (enough demand, not so much that big brands dominate), how to evaluate search volume and competition using tools like Jungle Scout or Helium 10, what review count thresholds signal an oversaturated market, and what product characteristics (size, weight, price point, fragility, commoditization) make for a viable FBA product versus one to avoid.

I have identified [PRODUCT IDEA] as a potential FBA opportunity. Help me do a thorough pre-investment validation. What should I assess: the revenue distribution across the top 10 listings, the review moat of top competitors, estimated cost of goods and margin viability, whether search trends show growing or declining demand, and any regulatory, safety, or hazmat considerations that could complicate selling this product.

Help me use review mining to find differentiation opportunities in [PRODUCT CATEGORY]. Explain how to systematically analyze one and two-star reviews across competing products to identify recurring unmet needs, how to find keywords that have strong search volume but weak listing supply, and how to use customer questions and answers to identify what people wish the existing products included.

I want to build a full margin analysis for [PRODUCT IDEA] before committing to inventory. Help me build a complete margin calculator that accounts for: product cost from supplier, freight and import duties, FBA fulfillment fees by size tier, Amazon referral fee, estimated PPC advertising cost as a percentage of revenue, and what net margin I should be targeting to have a viable business.

I am deciding between entering an existing product category with a differentiated version versus launching in a less competitive but smaller niche. Help me think through the tradeoffs specifically for a first-time FBA seller: capital requirements, timeline to profitability, risk of failure in each path, and what differentiation actually looks like in practice rather than just in theory.

Help me build a supplier evaluation and outreach process for finding manufacturers on Alibaba for [PRODUCT]. Explain: how to distinguish legitimate manufacturers from trading companies, what to look for in supplier profiles to assess reliability, what questions to ask in initial outreach to assess capability and seriousness, and how to get competitive pricing without being misled by unrealistically low quotes.

I am negotiating a first inventory order with a manufacturer for [PRODUCT TYPE]. Help me prepare for this negotiation: what leverage I have as a new buyer, realistic minimum order quantity expectations, payment term options and what is reasonable to ask for, how to structure a sample order before committing to full production, and what basic purchase terms I should insist on in writing.

Help me write a product specification document for [PRODUCT] that I can send to my supplier. Include: target dimensions and weight, material and quality specifications with acceptable tolerances, packaging requirements including custom branding elements, required certifications for the US and European markets, and the quality control standards I expect them to meet.

I want to set up a pre-shipment quality control inspection before my inventory ships. Help me understand: the types of inspection (pre-production, in-process, pre-shipment), what a professional inspection company like QIMA or SGS actually checks, how defect classification (critical, major, minor) works in practice, and what acceptable defect rates look like for my product type.

I received a shipment from my supplier with quality issues and I need to decide how to handle it. Help me think through the options: negotiating compensation or replacement, rejecting and demanding re-production, accepting with a price reduction, and how each option affects my supplier relationship and my Amazon account health if units with issues end up in FBA.

Help me write an optimized Amazon listing for [PRODUCT NAME AND DESCRIPTION]. I need: a keyword-rich title under 200 characters that leads with the primary keyword and communicates the main benefit, five bullet points that each address one customer benefit and preempt a key objection, a product description that tells a brand story and reinforces key benefits, and a backend keyword strategy for relevant long-tail terms. The tone should feel trustworthy and specific to the product category.

I am launching [PRODUCT] on Amazon and need a compliant launch strategy that generates reviews and sales velocity. Help me build a plan: how to use Amazon Vine for early legitimate reviews, how to structure my initial PPC campaigns for a new listing (automatic versus manual campaigns, starting bids, daily budgets), and what external traffic strategies from social media or email drive ranking uplift.

Help me set up a beginner Amazon PPC campaign structure for [PRODUCT]. Walk me through: what campaign types to start with and why, what bid strategy and daily budget to use for a new launch, how to harvest converting keywords from automatic campaigns to add to manual campaigns, and which metrics (ACoS, TACoS, CTR, conversion rate) to monitor weekly and what good benchmarks look like for my category.

My Amazon listing is getting traffic but converting below the category average. Help me build a systematic conversion rate audit: what factors to compare against my top three competitors (main image quality, secondary images, price positioning, review count and rating, A-plus content quality), how to prioritize what to fix first, and what A-B tests to run using Amazon Manage Your Experiments.

I am dealing with negative reviews on my listing and I need to address them effectively. Help me: identify the pattern in these reviews to determine whether it is a product, expectations, or isolated issue, write a professional seller response that is empathetic and useful to other buyers, and build a post-purchase follow-up sequence that improves my review velocity within Amazon's terms of service.

I have a profitable listing and want to expand my product line strategically. Help me build an expansion framework: how to identify complementary products my existing customers are already buying, whether to expand deep within one product line or broad across adjacent products, and what the inventory capital implications of each approach are for a bootstrapped business.

I want to build a brand around my Amazon business that is not entirely Amazon-dependent. Help me develop a brand strategy: how to build an email list from Amazon customers without violating policies, how to set up a Shopify store as a second channel, how to use social media to build an audience that drives traffic to both, and what brand equity signals make a business attractive to acquirers.

My Amazon business is growing and I need to delegate and systematize. Help me build a delegation playbook: which tasks to hire a VA for first, what a capable Amazon VA should handle independently, how to write SOPs for listing management, inventory reordering, and customer service, and what tools support efficient delegation in an FBA business.

I want to expand my FBA business to European Amazon marketplaces. Help me understand what is involved: VAT registration requirements in key markets, what listing changes are needed per locale, how Amazon's Pan-European FBA network works, what compliance and certification changes apply for European markets, and what realistic costs and timelines the expansion involves.

I want to position my Amazon FBA business for a future sale and maximize its valuation. Help me understand what buyers look for and how to build toward a strong multiple: what financial metrics the most valuable FBA businesses demonstrate, how brand defensibility and review integrity affect valuation, how to avoid single-SKU concentration risk, and what documentation and clean financials I should be maintaining from now.