用AI搞定采购与库存：35个开箱即用的高效提示词
在零售、电商或供应链管理领域，每天要盯趋势、比价、算库存、跨部门对齐，工作量极大。其实，你不需要从头学复杂的商业模型，只要学会把“业务逻辑”翻译成 AI 能听懂的指令（Prompt），就能让大模型成为你的免费业务助理。
下面整理了 35 个覆盖零售采购核心场景的 AI 提示词。语言已经尽量保持直白，刚入门的运营、采购或独立开发者都可以直接复制使用。按需替换方括号 [ ] 中的内容，粘贴到 ChatGPT、Claude 或 DeepSeek 即可。
趋势分析与商品规划
提示词 1：季节性趋势简报
# 注释：设定分析师角色，填入具体品类和季节，快速获取趋势摘要
You are a retail trend analyst. Summarize the top 5 emerging trends for [category, e.g., women's outerwear] heading into [season/year]. For each trend, describe the key aesthetics, target customer profile, and which price tiers are most likely to adopt it first.
提示词 2：商品组合缺口分析
# 注释：输入现有优势，让AI对比市场找出你没覆盖到的产品机会
I sell [product category] at a [price tier, e.g., mid-market] retail store. My current assortment focuses on [existing strengths]. Based on current consumer behavior and competitor offerings, what gaps might I be missing? Suggest 5 product opportunities I should consider adding.
提示词 3：品类战略定位
# 注释：明确某品类在店铺中的角色（引流、赚利润或打造品牌），指导采购策略
Help me define the strategic role of [category] within my overall assortment. Should it function as a traffic driver, a margin builder, a destination category, or something else? Explain the implications for how I should buy and merchandise it.
提示词 4：宏观趋势落地为具体产品
# 注释：把抽象的大趋势拆解为5个可采购的具体SKU或属性
The macro trend of [e.g., "quiet luxury" or "outdoor lifestyle"] is growing. Translate this trend into 5 specific product attributes or SKU ideas I should prioritize for my [category] buy for next season.
提示词 5：竞品商品组合对比
# 注释：分析5个竞品的定价、深度和广度，找出你的差异化打法
I'm buying [category] for a [store format, e.g., specialty retailer]. List 5 direct competitors and describe how each typically positions their assortment in this category — breadth vs. depth, price architecture, and any notable product strategies. Identify one thing I could do differently to stand out.
供应商寻源与调研
提示词 6：新供应商评估标准
# 注释：生成8项评分维度，明确合格线是什么，避免踩坑
I'm considering adding a new vendor for [product category]. Create a vendor evaluation scorecard with 8 criteria I should assess during the vetting process. For each criterion, explain why it matters and what a strong vs. weak response looks like.
提示词 7：采购地/市场概览对比
# 注释：对比不同地区供应链的成本、交期、起订量和风险
Give me an overview of sourcing options for [product category]. Compare at least 3 sourcing regions or market types (e.g., domestic, nearshore, Asia-based) on cost, lead time, MOQ expectations, quality consistency, and risk profile.
提示词 8：展会逛展准备清单
# 注释：提前规划逛展动线、重点问题清单和样品评估方法
I'm attending [trade show name, e.g., Magic Las Vegas] to source [category]. Help me create a preparation checklist, including the types of vendors to prioritize, questions to ask at each booth, and how to evaluate samples on the spot.
提示词 9：供应商背调提问清单
# 注释：10个尖锐但专业的问题，用于电话背调查雷（交期、品控、沟通等）
I'm about to call a reference for a vendor I'm considering for [category]. Write 10 probing questions I should ask to uncover potential issues with reliability, communication, quality control, and order fulfillment.
提示词 10：供应商开发信模板
# 注释：简洁专业的商务邮件模板，用于展会后索要目录、报价和交期
Write a professional outreach email to a new vendor I discovered at a trade show. I sell [product category] at [retail format]. Express interest in their line, request a line sheet and wholesale pricing, and ask about their minimum order requirements and lead times. Keep it concise and buyer-professional in tone.
谈判准备与定价策略
提示词 11：采购谈判策略制定
# 注释：明确你的底线、可让步筹码和谈判杠杆点，提前推演剧本
I'm preparing to negotiate with a vendor on [product category]. My goals are to [e.g., reduce cost price by 8%, improve payment terms, secure exclusive colorways]. Help me build a negotiation strategy: what leverage points do I have, what concessions might I offer, and what walk-away position should I define?
提示词 12：成本结构拆解分析
# 注释：把总报价拆成材料、人工、管理费、利润，找到可议价的空间
A vendor is quoting me $[X] for [product]. Help me break down what likely makes up that cost (materials, labor, overhead, margin) and identify which components I might be able to challenge or negotiate. What questions should I ask to understand their cost structure?
提示词 13：好/中/优三级定价体系
# 注释：设计阶梯定价，规划各级毛利目标和SKU数量分配比例
Help me design a pricing architecture for my [category] assortment. I want to have good/better/best tiers. My average retail price is currently $[X]. Suggest retail price points for each tier, the margin targets I should aim for at each level, and how to allocate SKU depth across tiers.
提示词 14：促销与清仓降价节奏
# 注释：制定打折时间表，保正价利润的同时清理滞销款
I need to plan promotional pricing for [category] over the next quarter. We have [planned promotions, e.g., end-of-season sale, loyalty event]. Help me build a markdown cadence that protects margin on full-price selling while clearing slow movers before the season ends.
提示词 15：应对原材料涨价的谈判话术
# 注释：供应商涨价X%时，如何用5个专业论点温和但坚定地反击
I need to push back on a vendor who has increased their cost prices by [X]% citing raw material costs. Write 5 firm but professional talking points I can use in the negotiation meeting to challenge the increase, explore alternatives, and preserve the relationship.
采购预算与库存管理
提示词 16：OTB（可采购预算）基础科普
# 注释：给团队新人讲清楚OTB的计算逻辑、作用及如何与计划部门配合
Explain the concept of open-to-buy (OTB) to a new merchandise planning assistant. Include how it's calculated, why it matters, and how buyers and planners use it together to manage inventory investment across a season.
提示词 17：OTB 预算重新分配场景
# 注释：当某品类卖超、某品类滞销时，剩余预算该怎么倾斜分配
I have [X] dollars of open-to-buy remaining for [month/season] and need to allocate it across [categories A, B, C]. Category A is trending above plan, Category B is on plan, and Category C is underperforming. How should I think about reallocating the remaining OTB? What factors should drive my decision?
提示词 18：季度到货计划计算
# 注释：根据期初库存、销售目标和期末目标，倒推进货量与分批节奏
I'm planning receipts for [category] for Q[X]. My sales plan is $[X], my beginning inventory is $[X], and I want to end the quarter at $[X] inventory. Walk me through how to calculate my receipt plan and how to phase deliveries across the quarter to support the sales curve.
提示词 19：滞销库存分级处理方案
# 注释：从轻微干预到激进清仓的阶梯策略，避免直接血亏
I have [X] units of [product] that have been selling at [sell-through rate] and are [X] weeks into the season. Suggest a tiered action plan — starting with the least aggressive intervention and escalating — to improve sell-through before the season ends.
提示词 20：存销比（SSR）健康监控
# 注释：教会你如何用存销比判断库存健康度，并决定补货还是砍单
Explain how to use stock-to-sales ratio (SSR) to manage inventory health in [category]. What is a healthy SSR range for this type of product? How should I use SSR to trigger reorders, cancel receipts, or adjust my buy?
商品陈列与文案策划
提示词 21：电商详情页产品描述
# 注释：针对目标人群写100字以内的高转化短文案，突出卖点
Write a compelling product description for [product name and brief specs] targeted at [customer profile, e.g., weekend hikers aged 30-45]. The description should highlight key features, benefits, and materials. Keep it under 100 words and make it suitable for an e-commerce product page.
提示词 22：线下陈列视觉方案
# 注释：规划展台布局、色彩流向、焦点位置和引流道具搭配
Create a visual merchandising brief for a [X]-foot floor fixture featuring [product category] for [season]. Include recommended product groupings, color flow, fixture capacity, focal point suggestions, and any signage or prop recommendations to drive customer engagement.
提示词 23：系列主题命名与子系列划分
# 注释：给当季系列起名，并写清用于汇报或营销的一句话介绍
I'm building a [season] collection in [category] around the theme of [e.g., "mountain minimalism"]. Suggest 5 collection names and 3 sub-group names that align with the theme. For each, write a one-sentence descriptor that could be used in buyer presentations or marketing materials.
提示词 24：门店促销标语（3种风格）
# 注释：15字以内，分别产出功能型、愿景型和促销型标语
Write 3 versions of in-store signage copy for [product or category]. Each version should be under 15 words, communicate the key customer benefit, and have a distinct tone: one functional, one aspirational, and one promotional.
提示词 25：选品决策汇报摘要
# 注释：3-4句话讲清选品理由、受众、角色定位和预期收益，适合向上级汇报
I selected [product] for inclusion in our [season] assortment. Write a concise product rationale (3-4 sentences) explaining the trend rationale, target customer, role in the assortment, and expected financial contribution. This will be used in a buyer presentation to leadership.
销售分析与绩效复盘
提示词 26：周度销售复盘模板
# 注释：结构化周报大纲，涵盖红黑榜、售罄率、库存健康度和下周动作
Create a template for a weekly sales recap for a retail buying team. It should cover: top and bottom performers by category and SKU, sell-through rates vs. plan, inventory health metrics, and recommended actions for the following week. Keep it structured for a 15-minute team review.
提示词 27：季末全盘复盘大纲
# 注释：按财务、趋势准确度、供应商、选品四大维度搭建复盘框架
Help me structure a post-season hindsight analysis for [category]. What key questions should I answer about what worked, what didn't, and why? Include financial metrics, trend accuracy, vendor performance, and assortment decisions. Format it as a structured report outline I can complete with my own data.
提示词 28：售罄率数据解读
# 注释：输入实际售罄率，AI帮你判断是强、中还是弱，并给出原因和对策
My [product/category] has achieved [X]% sell-through after [Y] weeks on the floor. The plan was [Z]%. Interpret this performance: is it strong, average, or weak for this type of product? What are the likely causes if it's underperforming, and what actions should I consider?
提示词 29：供应商季度评分卡
# 注释：设计包含交期、质量、毛利、售罄率和配合度的打分体系
Create a vendor performance scorecard I can use to evaluate my top 10 vendors at the end of each season. Include metrics across delivery compliance, product quality, margin performance, sell-through, and relationship management. Suggest a simple scoring system I can use to rank and tier vendors.
提示词 30：高管汇报业绩叙事稿
# 注释：把枯燥的数据变成有因果、有策略的3段式故事汇报
I need to present [category] performance to senior leadership. Sales were [X vs. plan], margin was [X vs. plan], and key winners/losers were [list]. Write a concise 3-paragraph narrative that tells the story of the season, explains the key drivers of performance, and sets up the forward-looking strategy.
跨部门沟通与汇报
提示词 31：采购策略汇报大纲
# 注释：搭建面向管理层的季度采购策略PPT结构，含关键数据埋点
Create an outline for a seasonal buying strategy presentation for [category] that I'll deliver to our merchant leadership team. Include the sections I should cover, key data points to include in each section, and tips for making the story compelling and decision-ready.
提示词 32：给计划部门的库存预警邮件
# 注释：语气协作，列出超库存数据，并提出2个可讨论的调整方案
Write a professional email to my planning counterpart flagging that [category] is currently [X]% over-inventoried vs. plan and proposing a conversation about receipt adjustments. Be collaborative in tone, include the key data points, and suggest two possible solutions we could discuss.
提示词 33：跨部门项目启动邮件
# 注释：拉齐采销、市场、供应链各方目标、分工、里程碑和决策机制
I'm leading a cross-functional initiative to [e.g., launch a new private label line / revamp a category]. Write a kickoff email to stakeholders from buying, planning, marketing, and supply chain. Summarize the project goal, each team's role, key milestones, and how decisions will be made.
提示词 34：供应商季度选品会会议议程
# 注释：60分钟高效会议时间表，明确每个环节的耗时与核心产出
Create a structured agenda for a seasonal line review meeting with a key vendor for [category]. The meeting is 60 minutes. Include time allocations for each topic and the key outcomes I want to achieve by the end of the session.
提示词 35：采购决策一页纸高管摘要
# 注释：结构清晰（建议/依据/财务影响/风险/下一步），直击重点
I need to write a one-page executive summary recommending [a specific buy decision, e.g., increasing investment in a new vendor / exiting a category / testing a new product concept]. Structure it with a recommendation, supporting rationale, financial impact, risks, and next steps. Keep the language direct and leadership-ready.
使用建议
- 这些提示词的本质是“把复杂业务拆成标准动作”。你不需要背下所有词，只需在遇到类似场景时，把对应模块的提示词复制出来，替换括号里的参数即可。
- AI 的输出是参考，最终仍需结合你的一线经验和实际数据做决策。提示词能帮你省下 70% 的起草、排版和逻辑梳理时间，剩下的 30% 留给你的商业直觉。
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