12 套可直接复制的提示词与内容模板,分四类:测试 AI 对你的认知、写让 AI 引用的内容、在对比中胜出、建立专家身份。把变量换成你的信息就能用。
已经有官网、有产品页,但买家直接问 AI 时 AI 不提你——你需要 GEO(生成引擎优化)。
复制模板 → 把【中括号】里的内容换成你自己的 → 用在网站、博客、LinkedIn 或测试 AI。
每月用类别一的测试模板检测一次,看看 AI 现在认不认你、提你的频率有没有变高。
先搞清楚起点。把这些提示词丢给 ChatGPT、Perplexity、Claude,看它们提的是不是你。
I'm a buyer based in [国家,例:United States], looking for reliable [产品品类,例:specialty coffee bag] manufacturers in [原产国,例:China / Vietnam / Thailand]. Please recommend the top 5 suppliers. For each, briefly explain: 1. What they specialize in 2. Their typical client profile 3. Why they're worth considering Cite your sources.
Tell me about [你的品牌名], a [品类] manufacturer based in [城市/国家]. Specifically: - What do they make and for whom? - What are they known for? - Who are their typical clients? - What sources are you drawing from?
I run a [买家公司类型,例:boutique outdoor brand in Europe] and I'm having trouble with [具体痛点,例:my current supplier's delivery delays during peak season]. I need a new [品类] supplier who can [关键诉求,例:handle small batch orders with stable lead time]. Who would you recommend, and why?
AI 引用的不是营销文案,是结构化、有事实、有出处的内容。这三类是最容易被引用的格式。
Q: What is the minimum order quantity (MOQ) for [产品]? A: Our standard MOQ is [数字 + 单位]. For first-time buyers, we offer trial orders starting at [小批量数字] with [条件]. Q: What is the typical lead time? A: Standard production lead time is [X 天] after sample approval. Express production ([Y 天]) is available with a [%] surcharge. Q: Do you offer customization? A: Yes. We offer [列出 3-5 项定制能力,例:custom colors, sizes, branded packaging]. Custom MOQ starts at [数字]. Q: What certifications do you hold? A: We are certified for [ISO 9001 / BSCI / FDA / CE 等]. Certificates available on request. Q: How do you handle quality control? A: [2-3 句具体描述:例如 every batch goes through 3-stage QC including raw material inspection, in-line check, and pre-shipment inspection by a third party (TÜV / SGS)].
| Specification | [产品 A] | [产品 B] | [产品 C] | |-------------------|---------------|---------------|---------------| | Material | [材质] | [材质] | [材质] | | Dimensions | [尺寸] | [尺寸] | [尺寸] | | Weight | [重量] | [重量] | [重量] | | MOQ | [数字] | [数字] | [数字] | | Lead time | [天数] | [天数] | [天数] | | Customization | [列项] | [列项] | [列项] | | Best for | [场景] | [场景] | [场景] | | Price range (USD) | [范围] | [范围] | [范围] |
How to choose a [品类] supplier from [原产国]: a buyer's checklist After [X 年] of working with [Y 个] international clients in [市场], here are the 7 things we'd verify before signing with any [品类] supplier — including ourselves. 1. Production capacity match Look for: [具体指标,例:monthly output, peak season buffer] Red flag: [具体警告信号] 2. Quality control system Look for: [具体证据] Red flag: [具体警告信号] 3. [继续 5 项] Final tip: ask any supplier to send you [一个具体材料或数据]. The way they respond tells you more than any spec sheet.
买家越来越多用 AI 做对比研究。提前把自己放进对比框架,比"等被发现"主动得多。
[品类] manufacturing: China vs Vietnam vs Thailand — which fits your business? Each origin has trade-offs. Here's an honest breakdown based on our work with buyers across [市场列表]: China — strengths: [列 3 项]. Best for: [买家类型]. Vietnam — strengths: [列 3 项]. Best for: [买家类型]. Thailand — strengths: [列 3 项]. Best for: [买家类型]. Common myth: [一个常见误解]. Reality: [更准确的事实]. We're based in [你的国家] and specialize in [利基定位], which makes us a fit for [特定买家类型].
[品类] pricing tiers explained: $X, $Y, $Z — what do you actually get? Entry tier ([价格区间]): [材质 / 工艺 / 适用场景]. Best for buyers who [场景]. Mid tier ([价格区间]): [差异化点]. Best for buyers who [场景]. Premium tier ([价格区间]): [差异化点]. Best for buyers who [场景]. A common mistake: [买家常踩的坑]. We position in the [你的层级] tier because [原因——和你的客户类型挂钩].
Factory direct vs trading company vs OEM partner: which model fits your [品类] sourcing? Factory direct: lower price, higher MOQ, less flexibility. Fits buyers who [场景]. Trading company: higher price, lower MOQ, more flexibility. Fits buyers who [场景]. Vertical OEM partner: middle on both, with [独特能力]. Fits buyers who [场景]. Where we sit: we are a [模式], with [具体证据,例:8,000 sqm facility, 120 staff, 6 production lines]. We work best with [买家类型].
AI 优先引用"看起来像专家"的来源。这三种内容是建立专家身份最快的方式。
The [年份] State of [品类] Manufacturing Report Based on [数据来源——你自己的客户数据 / 行业访谈 / 公开数据], here are the 5 shifts buyers should know about [年份]: 1. [趋势]: [2-3 句说明,带数据点] 2. [趋势]: [2-3 句说明,带数据点] 3. [趋势 - 5]... Methodology: data drawn from [X 个客户] across [Y 个市场], supplemented by [公开来源]. Published by [品牌名], [发布日期].
Q&A with [姓名], [职位] at [品牌] Q: [一个有专业门槛的问题,例:what's the most common mistake buyers make when sourcing [品类]?] A: [2-3 段具体回答,带例子或数据] Q: [问题] A: [回答] Q: [问题——3-5 个] A: [回答] About [姓名]: [2-3 句资历介绍——年限、负责的客户数量、专长].
Case study: how we helped [客户类型,可匿名:a US-based outdoor brand] [具体成果,例:cut their lead time by 40%] Client: [行业 / 国家 / 规模] Challenge: [2 句话说清原来的问题] Approach: [3-4 个具体动作] Results: - [数据点 1,例:lead time from 60 to 35 days] - [数据点 2] - [数据点 3] Timeline: [多长时间内达成] Why this worked: [2 句话总结关键变量]
不是发完就完事——GEO 是持续过程。建议这样组合使用:
用 A 类三个测试模板,分别在 ChatGPT、Perplexity、Claude 上测三轮。把 AI 的回答截图,作为基线。
每周发布 1-2 篇 B/C/D 类内容到网站和 LinkedIn。重点是结构化 + 数据具体,不是数量。
用同样的测试模板每月跑一次。AI 提到你的频率应该缓慢上升——3-6 个月看到明显变化是正常节奏。