gtm-positioning-strategy by github/awesome-copilot
npx skills add https://github.com/github/awesome-copilot --skill gtm-positioning-strategy寻找并占据一个可防御的市场定位。将通用的信息传递转化为清晰的差异化——或者至少在投入之前测试你的差异化是否真正能引起共鸣。
触发条件:
适用场景:
模式:
早期针对一款自主 AI 产品的企业对话。定位为"自主 AI 代理"。
开发者:"很酷,但有点吓人。" 管理者:"这会取代我们的团队吗?" 交易进展:缓慢。很多"我们会考虑一下"。
改变:
一个词:"自主" → "AI 队友"
同样的产品。同样的能力。不同的表述。
结果:
开发者:"这能帮助我。" 管理者:"这能让我的团队更高效。" 交易进展:明显加快。
为何重要:
定位不在于你说什么,而在于你不说什么。
我们本可以说"取代开发者"(在某些任务上技术上确实如此)。但这会毁掉每一笔企业交易。
框架:词语选择塑造买家心理
让企业感到害怕的词语:
广告位招租
在这里展示您的产品或服务
触达数万 AI 开发者,精准高效
促进转化的词语:
如何测试词语选择:
不要猜测。要测试。
测试 1:外发邮件 A/B 测试
测试 2:网站首页 A/B 测试
测试 3:销售电话脚本测试
常见错误:
根据内部共识而非客户反馈改变定位。你的团队不是买家。
模式:
定位变更会带来风险。品牌混淆。销售团队错位。客户流失(如果现有客户认不出你)。
通过分阶段推广来降低风险:
爬行阶段(1-2 周):验证
在不投入产品/组织资源的情况下测试信息传递。
行动:
衡量指标:
执行/停止决策:
行走阶段(2-3 周):对齐
如果测试验证有效,则将产品和销售团队对齐到新定位(但尚未公开重塑品牌)。
行动:
衡量指标:
执行/停止决策:
跑步阶段(2-3 周及以后):规模化
全面投入。这就是重塑品牌。
行动:
衡量指标:
常见错误:
模式:
如果你的信息传递与竞争对手的信息传递非常相似,那么你面临的是定位问题,而不是产品问题。
定位失败的表现:
如何执行:
步骤 1:竞争对手信息传递审计
示例:
如果每个人都说"最快"、"最可靠"、"最易用"——这些是基本要求,而非差异化。
步骤 2:评估你的实际优势
步骤 3:寻找未被充分满足的定位
步骤 4:提出明确的声明
必须满足:
常见错误:
第一层:市场背景
示例: "基础设施团队管理着日益复杂的跨混合环境部署。组织采用微服务和分布式系统。这造成了传统监控工具无法处理的操作复杂性。"
第二层:定位声明(1-2 句话)
示例: "我们通过[核心能力]帮助平台团队更快地交付,该能力实时连接[工作流 A]、[工作流 B]和[业务成果]。"
第三层:叙述
将定位扩展成故事:
如何执行:
在测试前写下所有三层。首先使用爬-走-跑方法测试第二层(定位声明)。如果验证有效,则构建第三层。
原则: 清晰的定位需要可测试的结构:标题(你是什么?)+ 副标题(为谁?为什么?)。
主要标题格式:
示例:
危险信号:
副标题目的:
阐明为谁服务、为什么、与现状有何不同。
示例:
如何测试:
A/B 测试标题 + 副标题组合:
衡量点击率、回复率、转化率。
根据数据而非意见选择胜出者。
原则: 只有当竞争对手无法轻易复制时,定位才有价值。
可防御性层级:
1. 结构性优势(最强)
2. 市场地位(如果率先占据则强)
3. 产品功能(弱)
如何评估:
针对每个定位主张,提问:
常见错误:
基于竞争对手可以轻易匹配的功能进行定位。这会造成定位跑步机——你总是在防守,从未真正拥有。
品牌知名度高但转化率低吗?
├─ 是 → 定位问题,测试新角度
└─ 否 → 继续...
│
我们的信息传递听起来像竞争对手吗?
├─ 是 → 定位问题
└─ 否 → 不是定位问题
我们是否有竞争对手无法复制的结构性优势?
├─ 是 → 基于结构性优势定位
└─ 否 → 继续...
│
我们是某个类别的首创者吗?
├─ 是 → 基于类别所有权定位
└─ 否 → 寻找未被充分服务的细分市场/用例
新定位的表现是否比现有定位高出 20% 以上?
├─ 是 → 进入行走阶段(对齐阶段)
└─ 否 → 继续...
│
测试是否运行了足够长的时间(2 周以上)?
├─ 否 → 延长测试
└─ 是 → 尝试不同的定位角度或保持现有定位
1. 声称在大家都能做的事情上"更好"
2. 基于易于复制的功能进行定位
3. 等待产品完美后再进行定位转变
4. 同时测试过多的定位角度
5. 跳过验证阶段
6. 对所有买家角色使用一种定位
7. 无法实现差异化的通用定位
爬-走-跑测试法:
促进转化的词语选择:
定位审计步骤:
可防御性层级:
测试层级(信号强度):
基于在 AI 代理和开发者平台的定位工作,包括从"自主"到"AI 伙伴"的表述范围导航,以及类别表述如何改变企业买家认知。还包括在不破坏现有客户认知的情况下重新定位产品的爬-走-跑推广方法。不是理论——来自在投入重塑品牌前测试定位的模式。
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Find and own a defensible market position. Turn generic messaging into clear differentiation — or at least test whether your differentiation actually resonates before committing to it.
Triggers:
Context:
The Pattern:
Early enterprise conversations for an autonomous AI product. Positioned as "autonomous AI agent."
Developers: "Cool, but scary." Managers: "Will this replace our team?" Deal progression: Slow. Lots of "we'll think about it."
The Change:
One word: "autonomous" → "AI teammate"
Same product. Same capabilities. Different framing.
Result:
Developers: "This helps me." Managers: "This makes my team more productive." Deal progression: Measurably faster.
Why This Matters:
Positioning isn't what you do. It's what you don't say.
We could've said "replaces developers" (technically true for some tasks). Would've killed every enterprise deal.
The Framework: Word Choice Shapes Buyer Psychology
Words that scare enterprises:
Words that convert:
How to Test Word Choice:
Don't guess. Test.
Test 1: Outbound Email A/B
Test 2: Website Homepage A/B
Test 3: Sales Call Scripts
Common Mistake:
Changing positioning based on internal consensus, not customer feedback. Your team isn't the buyer.
The Pattern:
Positioning changes create risk. Brand confusion. Sales misalignment. Customer churn (if existing customers don't recognize you).
De-risk through phased rollout:
Crawl Phase (1-2 weeks): Validation
Test messaging without committing product/org resources.
Actions:
Measurement:
Go/No-Go:
Walk Phase (2-3 weeks): Alignment
If testing validates, align product and sales to new positioning (but don't rebrand publicly yet).
Actions:
Measurement:
Go/No-Go:
Run Phase (2-3 weeks and ongoing): Scale
Full commitment. This is the rebrand.
Actions:
Measurement:
Common Mistakes:
The Pattern:
If your messaging closely resembles competitors' messaging, you have a positioning problem, not a product problem.
Positioning Failure Manifests As:
How to Execute:
Step 1: Competitor Messaging Audit
Example:
If everyone says "fastest," "most reliable," "easiest to use" — these are table stakes, not differentiation.
Step 2: Assess Your Actual Strengths
Step 3: Find Under-Served Position
Step 4: Stake a Clear Claim
Must be:
Common Mistakes:
Layer 1: Market Context
Example: "Infrastructure teams manage increasingly complex deployments across hybrid environments. Organizations adopt microservices and distributed systems. This creates operational complexity that traditional monitoring tools can't handle."
Layer 2: Positioning Statement (1-2 sentences)
Example: "We help platform teams ship faster through [core capability] that connects [workflow A], [workflow B], and [business outcome] in real-time."
Layer 3: Narrative
Expand positioning into story:
How to Execute:
Write all three layers before testing. Test Layer 2 (positioning statement) first with Crawl-Walk-Run methodology. If that validates, build out Layer 3.
Principle: Clear positioning requires testable structure: headline (what are you?) + sub-headline (for whom? why?).
Main Headline Formats:
Examples:
Red Flags:
Sub-headline Purpose:
Clarifies who, why, how it's different from status quo.
Examples:
How to Test:
A/B test headline + sub-headline combinations:
Measure CTR, reply rates, conversion.
Pick winner based on data, not opinion.
Principle: A positioning is only valuable if competitors can't easily copy it.
Defensibility Hierarchy:
1. Structural Advantage (Strongest)
2. Market Position (Strong if First)
3. Product Feature (Weak)
How to Assess:
For each positioning claim, ask:
Common Mistake:
Positioning on features competitors can easily match. This creates positioning treadmill — you're always defending, never owning.
Is brand awareness strong but conversion weak?
├─ Yes → Positioning problem, test new angles
└─ No → Continue...
│
Does our messaging sound like competitors?
├─ Yes → Positioning problem
└─ No → Not a positioning issue
Do we have structural advantage competitors can't copy?
├─ Yes → Position on structural advantage
└─ No → Continue...
│
Are we first in a category?
├─ Yes → Position on category ownership
└─ No → Find under-served segment/use case
Did new positioning outperform incumbent by 20%+?
├─ Yes → Move to Walk (alignment phase)
└─ No → Continue...
│
Did we run test long enough (2+ weeks)?
├─ No → Run longer
└─ Yes → Try different positioning angle or stay with incumbent
1. Claiming to be "better" at what everyone does
2. Positioning on easily-copied features
3. Waiting for perfect product before positioning shift
4. Testing too many positioning angles simultaneously
5. Skipping validation phase
6. One positioning for all buyer personas
7. Generic positioning that doesn't differentiate
Crawl-Walk-Run Testing:
Word choice that converts:
Positioning audit steps:
Defensibility hierarchy:
Testing hierarchy (signal strength):
Based on positioning work at AI agent and developer platforms, including navigating the framing spectrum from "autonomous" to "AI companion" and how category framing changes enterprise buyer perception. Also includes Crawl-Walk-Run rollout methodology from repositioning products without breaking existing customer recognition. Not theory — patterns from testing positioning before committing to rebrands.
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