paid-ads-strategy by kostja94/marketing-skills
npx skills add https://github.com/kostja94/marketing-skills --skill paid-ads-strategy指导付费广告策略:何时使用付费获客、渠道选择、预算分配、广告与落地页对齐以及跨平台最佳实践。付费广告(Google Ads、Meta、LinkedIn、Reddit、TikTok 等)能提供即时的覆盖范围和精准定位;在产品市场契合度已验证且预算允许时使用。
调用时:在首次使用时,如果合适,用 1-2 句话开场,说明此技能涵盖的内容及其重要性,然后提供主要输出。在后续使用或用户要求跳过时,直接进入主要输出。
特定平台执行:网页端:google-ads、meta-ads、linkedin-ads、reddit-ads、tiktok-ads。应用端:app-ads。电视/流媒体端:ctv-ads。
首先检查项目上下文: 如果存在 .agents/project-context.md 或 .claude/project-context.md 文件,请在提问前阅读它。
收集以下上下文(如果未提供则询问):
| 领域 | 问题 |
|---|---|
| 目标 | 主要目标?(品牌认知、流量、潜在客户、销售、应用安装)目标每次转化费用/广告支出回报率?月度预算?限制条件? |
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
| 您要推广什么?落地页 URL?其吸引点是什么? |
| 受众 | 理想客户?您解决了什么问题?他们搜索什么或关心什么?是否有用于创建相似受众的现有客户数据? |
| 当前状态 | 以前运行过广告吗?哪些有效/无效?像素/转化数据?漏斗转化率? |
| 模式 | 适用时机 | 目标 | 预算 | 指标 |
|---|---|---|---|---|
| PMF 测试 | 产品市场契合度验证前;想法验证 | 在构建产品前验证需求、信息传递、定价、受众 | $47–500;小额 | 点击率、注册率、跳出率;低点击率/高跳出率 = 信息传递问题 |
| 转化驱动 | 产品市场契合度已验证 | 商业化;规模化;高效获客 | 规模化;广告支出回报率目标 | 广告支出回报率、客户获取成本、转化率 |
PMF 测试:将付费广告用作学习工具——简单的落地页,“加入候补名单”或“获取抢先体验”行动号召,测试广告变体(价值主张、价格点、受众)。无需完整产品。有关 PMF 测试设置,请参阅 google-ads。
转化驱动:完整漏斗;转化追踪;扩大预算。在产品市场契合度验证前避免大规模的付费获客——请参阅 cold-start-strategy。
| 条件 | 理由 |
|---|---|
| 产品市场契合度已验证(转化模式) | 产品市场契合度已确认;规模化获客 |
| PMF 测试(验证模式) | 小额预算;在构建产品前验证需求、信息传递、定价 |
| 预算可用 | 已建模客户获取成本和客户终身价值(转化模式);或 $47–500 用于测试 |
| 需要速度 | 自然流量需要数月;付费广告可立即带来流量 |
| 条件 | 理由 |
|---|---|
| 产品市场契合度验证前 + 大规模 | 在产品市场契合度验证前进行大规模付费获客会浪费预算;首先使用 PMF 测试模式或冷启动渠道 |
| 无转化追踪 | 无法衡量广告支出回报率;盲目优化(PMF 测试使用点击率/注册率) |
| 自然流量可能有效 | SEO、内容、社区可能以更低的成本实现目标;请参阅 seo-strategy |
冷启动:对于获客,首先使用 Product Hunt、Reddit、目录、创始人主导的外展。对于 PMF 验证,小额预算的 Google Ads + 落地页是有效的。请参阅 cold-start-strategy、google-ads。
付费广告涵盖网页之外的多种媒介。根据产品类型和受众选择。
| 媒介 | 格式 | 最适合 | 技能 |
|---|---|---|---|
| 网页 | 搜索、展示、社交(落地页) | 网站、SaaS、电子商务、潜在客户 | google-ads, meta-ads, linkedin-ads, reddit-ads, tiktok-ads |
| 展示 / 横幅 | 广告网络、程序化、横幅广告 | 品牌认知;再营销;发布商网站 | display-ads |
| 应用 | 应用安装、应用内广告、App Store/Play Store | 移动应用;用户获取 | app-ads |
| 电视 / 流媒体 | CTV、OTT、线性电视 | 品牌认知;流媒体观众;95% 广告完成率 | ctv-ads |
| 目录 / 市场 | Taaft、Shopify App Store、G2、Capterra | 高意向目录访问者;应用/软件发现 | directory-listing-ads |
| 户外广告 | 广告牌、交通广告、数字户外广告 | 品牌覆盖;不可跳过;现实世界曝光 | — |
网页导向落地页;展示= 发布商网站上的横幅/网络广告;应用= 安装或应用内广告;电视/CTV= 品牌认知或二维码/URL;目录= Taaft、Shopify App Store、G2、Capterra 内的付费展示位置。
| 平台 | 最适合 | 使用时机 |
|---|---|---|
| Google Ads | 高意向搜索流量 | 人们主动搜索您的解决方案时 |
| Meta (FB/IG) | 需求生成、视觉产品 | 创造需求时;拥有强大的创意素材时 |
| LinkedIn Ads | B2B、决策者 | 职位/公司定位很重要时;平均合同价值较高时 |
| Reddit Ads | 小众社区、讨论驱动 | 受众在特定 subreddit 中时;真实、价值优先的信息传递 |
| TikTok Ads | 年轻人群、病毒式创意 | 受众为 18–34 岁;具备视频制作能力时 |
| X (Twitter) Ads | 科技受众、思想领导力 | 受众活跃于 X 平台;内容具有时效性时 |
决策树:高意向?→ Google 搜索。否?→ 品牌认知:Meta/TikTok/YouTube。B2B:LinkedIn。电子商务:Meta + Google Shopping。应用? → app-ads。流媒体/电视? → ctv-ads。展示/横幅? → display-ads。目录(Taaft, Shopify, G2)? → directory-listing-ads。
将 Google Ads 和 Meta Ads 视为互补而非竞争关系。Google 在需求产生时捕获高意向搜索;Meta 通过向新受众介绍品牌来创造和塑造需求。双渠道方法通常优于单渠道;使用统一的 KPI(优先考虑利润而非数量)。有关平台设置,请参阅 google-ads、meta-ads。
| 阶段 | 方法 |
|---|---|
| 测试(2–4 周) | 70% 已验证/安全;30% 新受众/创意 |
| 规模化 | 整合到表现优胜者;每次增加 20–30%;每次增加之间等待 3–5 天 |
| 框架 | 结构 |
|---|---|
| PAS | 问题 → 激发痛点 → 介绍解决方案 → 行动号召 |
| BAB | 当前痛苦状态 → 期望的未来状态 → 您的产品作为桥梁 |
| 社会认同 | 令人印象深刻的统计数据/推荐 → 您的业务 → 行动号召 |
图片广告:清晰的产品截图;前后对比;统计数据作为焦点;人脸(真实);文字覆盖 <20%。
视频广告(15–30 秒):吸引注意(0–3秒)→ 问题(3–8秒)→ 解决方案(8–20秒)→ 行动号召(20–30秒)。始终添加字幕;Stories/Reels 使用竖版;原生感优于精良制作。
创意测试顺序:1) 概念/角度 2) 吸引注意/标题 3) 视觉风格 4) 正文文案 5) 行动号召。
| 漏斗阶段 | 受众 | 信息 |
|---|---|---|
| 顶部 | 博客读者、视频观看者 | 教育性、社会认同 |
| 中部 | 定价/功能页面访问者 | 案例研究、演示 |
| 底部 | 购物车放弃者、试用用户 | 紧迫感、异议处理 |
排除项:现有客户;近期转化者(7–14天);跳出访客(<10秒)。
| 指标 | 用途 |
|---|---|
| ROAS | 广告支出回报率;付费渠道主要指标 |
| CAC | 客户获取成本;与客户终身价值比较 |
| 质量得分(Google) | 广告相关性、落地页体验;越高 = 每次点击费用越低 |
| CPC/CPM | 每次点击费用/每千次展示费用;平台特定 |
量化基准:质量得分从 5 提升到 7 可将每次点击费用降低 30–50%。智能出价(目标每次转化费用/广告支出回报率)通常需要 ≥30 次转化/30 天才能有效工作。适当的优化可以将转化率提高 30–150%,并将客户获取成本降低 20–50%。
增量性衡量营销创造的额外价值,即超出没有营销活动时会发生的情况——因果影响,而不仅仅是相关性。在隐私优先的环境中至关重要(Cookie 受限、第三方数据受限);增量性测试不依赖于跨设备追踪。
| 方法 | 使用时机 |
|---|---|
| 增量性测试 | 控制组实验(地理、渠道);隔离真实提升效果;证明预算合理性 |
| 归因 | UTM、最终点击、多触点;比较渠道;请参阅 traffic-analysis |
| 高级转化 | 服务器端(增强型转化、转化 API);更好的准确性 |
原则:衡量增量性和下游价值,而不仅仅是成本指标。主要平台已降低实验门槛(例如,Google Ads 增量性实验从 $100K+ 降至约 $5K 最低支出)。
| 原则 | 实践 |
|---|---|
| 广告承诺在页面上体现 | 广告文案(例如“15% 折扣”)必须立即出现;不匹配会增加跳出率 |
| 点击后体验 | 广告驱动流量;落地页驱动转化;优化整个漏斗 |
| 质量得分 | 优化良好的落地页可提高 Google 质量得分 → 降低每次点击费用 |
| 移动优先 | 行动号召在首屏;拇指可触及;快速加载(<3秒) |
有关落地页结构和转化优化,请参阅 landing-page-generator。
| 检查项 | 行动 |
|---|---|
| 创意疲劳 | 当点击率或转化率下降时更新;测试新概念 |
| 学习阶段 | 确保足够的量(例如,Meta 每周 ≥50 次转化;Google 智能出价 30 天内 ≥30 次转化) |
| 品牌词份额 | 如果品牌词转化占比 >30%,考虑重新分配到非品牌词 |
| 展示位置/支出 | 如果任何单个展示位置支出超过总支出的 15%,则标记 |
运行联盟计划时:禁止联盟会员在 Google Ads 中对您的品牌词进行竞价。监控付费搜索;使用品牌监控工具。请参阅 affiliate-page-generator。
时机:对“[竞争对手] 替代品”、“[竞争对手] vs [您]”进行竞价,以拦截高意向流量。Google 允许将竞争对手词作为关键词;未经许可,广告文案不得使用竞争对手名称。
落地页:使用专门的比较/替代品页面,而非博客。搜索竞争对手品牌的用户期望直接替代品;博客会增加跳出率。请参阅 alternatives-page-generator、google-ads 竞争对手品牌关键词。
每周安装次数
192
仓库
GitHub Stars
237
首次出现
2026年3月1日
安全审计
安装于
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Guides paid ads strategy: when to use paid acquisition, channel selection, budget allocation, ad-to-landing-page alignment, and cross-platform best practices. Paid ads (Google Ads, Meta, LinkedIn, Reddit, TikTok, etc.) deliver immediate reach and targeting; use when PMF is validated and budget allows.
When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output.
Platform-specific execution : Web: google-ads , meta-ads , linkedin-ads , reddit-ads , tiktok-ads. App: app-ads. TV/Streaming: ctv-ads.
Check for project context first: If .agents/project-context.md or .claude/project-context.md exists, read it before asking questions.
Gather this context (ask if not provided):
| Area | Questions |
|---|---|
| Goals | Primary objective? (Awareness, traffic, leads, sales, app installs) Target CPA/ROAS? Monthly budget? Constraints? |
| Product & offer | What are you promoting? Landing page URL? What makes it compelling? |
| Audience | Ideal customer? Problem you solve? What do they search for or care about? Existing customer data for lookalikes? |
| Current state | Run ads before? What worked/didn't? Pixel/conversion data? Funnel conversion rate? |
| Mode | When | Goal | Budget | Metrics |
|---|---|---|---|---|
| PMF testing | Pre-PMF; idea validation | Validate demand, messaging, pricing, audience before building | $47–500; small | CTR, sign-up rate, bounce rate; low CTR/high bounce = messaging issue |
| Conversion-driven | PMF validated | Commercialization; scale; efficient acquisition | Scale; ROAS target | ROAS, CAC, conversion rate |
PMF testing : Use paid ads as a learning tool —simple landing page, "Join Waitlist" or "Get Early Access" CTA, test ad variations (value props, price points, audiences). No full product needed. See google-ads for PMF testing setup.
Conversion-driven : Full funnel; conversion tracking; scale budget. Avoid large-scale paid acquisition before PMF—see cold-start-strategy.
Reference : Marketing Cactus – Using Google Ads to Test Product-Market Fit
| Condition | Rationale |
|---|---|
| PMF validated (conversion mode) | Product-market fit confirmed; scale acquisition |
| PMF testing (validation mode) | Small budget; validate demand, messaging, pricing before building |
| Budget available | CAC and LTV modeled (conversion); or $47–500 for testing |
| Need speed | Organic takes months; paid delivers traffic immediately |
| Condition | Rationale |
|---|---|
| Pre-PMF + large scale | Large-scale paid acquisition before PMF wastes budget; use PMF testing mode or cold-start channels first |
| No conversion tracking | Can't measure ROAS; optimize blindly (PMF testing uses CTR/sign-up) |
| Organic can work | SEO, content, community may achieve goal at lower cost; see seo-strategy |
Cold start : For acquisition, use Product Hunt, Reddit, directories, founder-led outbound first. For PMF validation, small-budget Google Ads + landing page is valid. See cold-start-strategy , google-ads.
Paid ads span multiple media beyond web. Choose by product type and audience.
| Medium | Format | Best for | Skill |
|---|---|---|---|
| Web | Search, Display, Social (landing page) | Websites, SaaS, e-commerce, leads | google-ads, meta-ads, linkedin-ads, reddit-ads, tiktok-ads |
| Display / Banner | Ad networks, programmatic, banner ads | Brand awareness; retargeting; publisher sites | display-ads |
| App | App install, in-app ads, App Store/Play Store | Mobile apps; user acquisition (UA) | app-ads |
| TV / Streaming | CTV, OTT, linear TV | Brand awareness; streaming viewers; 95% ad completion | ctv-ads |
| Directory / Marketplace | Taaft, Shopify App Store, G2, Capterra | High-intent directory visitors; app/software discovery | directory-listing-ads |
Web drives to landing pages; Display = banner/network on publisher sites; App = install or in-app; TV/CTV = awareness or QR/URL; Directory = paid placements within Taaft, Shopify App Store, G2, Capterra.
| Platform | Best for | Use when |
|---|---|---|
| Google Ads | High-intent search traffic | People actively search for your solution |
| Meta (FB/IG) | Demand gen, visual products | Creating demand; strong creative assets |
| LinkedIn Ads | B2B, decision-makers | Job title/company targeting matters; higher ACV |
| Reddit Ads | Niche communities, discussion-driven | Audience in specific subreddits; authentic, value-first messaging |
| TikTok Ads | Younger demographics, viral creative | Audience 18–34; video capacity |
| X (Twitter) Ads | Tech audiences, thought leadership | Audience active on X; timely content |
Decision tree : High intent? → Google Search. No? → Awareness: Meta/TikTok/YouTube. B2B: LinkedIn. E-commerce: Meta + Google Shopping. App? → app-ads. Streaming/TV? → ctv-ads. Display/banner? → display-ads. Directory (Taaft, Shopify, G2)? → directory-listing-ads.
Treat Google Ads and Meta Ads as complementary , not competing. Google captures high-intent search at moment of need; Meta creates and shapes demand by introducing brands to new audiences. A dual-channel approach often outperforms single-channel; use unified KPIs (prioritize profit over volume). See google-ads , meta-ads for platform setup.
| Phase | Approach |
|---|---|
| Testing (2–4 weeks) | 70% proven/safe; 30% new audiences/creative |
| Scaling | Consolidate into winners; increase 20–30% at a time; wait 3–5 days between increases |
| Framework | Structure |
|---|---|
| PAS | Problem → Agitate pain → Introduce solution → CTA |
| BAB | Current painful state → Desired future state → Your product as bridge |
| Social Proof | Impressive stat/testimonial → What you do → CTA |
Image ads : Clear product screenshots; before/after; stats as focal point; human faces (real); text overlay <20%.
Video ads (15–30 sec) : Hook (0–3s) → Problem (3–8s) → Solution (8–20s) → CTA (20–30s). Captions always; vertical for Stories/Reels; native feel outperforms polished.
Creative testing order : 1) Concept/angle 2) Hook/headline 3) Visual style 4) Body copy 5) CTA.
| Funnel stage | Audience | Message |
|---|---|---|
| Top | Blog readers, video viewers | Educational, social proof |
| Middle | Pricing/feature visitors | Case studies, demos |
| Bottom | Cart abandoners, trial users | Urgency, objection handling |
Exclusions : Existing customers; recent converters (7–14d); bounced visitors (<10s).
| Metric | Purpose |
|---|---|
| ROAS | Return on ad spend; primary paid channel metric |
| CAC | Cost per acquisition; compare to LTV |
| Quality Score (Google) | Ad relevance, LP experience; higher = lower CPC |
| CPC/CPM | Cost per click/impression; platform-specific |
Quantified benchmarks : Quality Score 5→7 can reduce CPC by 30–50%. Smart bidding (Target CPA/ROAS) typically needs ≥30 conversions in 30 days to work effectively. Proper optimization can increase conversion rates 30–150% and reduce CPA 20–50%.
Incrementality measures the additional value marketing creates beyond what would occur without it—causal impact, not just correlation. Essential in privacy-first environments (cookies limited, third-party data restricted); incrementality testing does not depend on cross-device tracking.
| Approach | Use when |
|---|---|
| Incrementality testing | Holdout experiments (geo, channel); isolate true lift; justify budget |
| Attribution | UTM, last-click, multi-touch; compare channels; see traffic-analysis |
| Advanced conversion | Server-side (Enhanced Conversions, CAPI); better accuracy |
Principle : Measure incrementality and downstream value, not just cost metrics. Major platforms have lowered experiment thresholds (e.g., Google Ads incrementality experiments from $100K+ to ~$5K minimum spend).
| Principle | Practice |
|---|---|
| Ad promise on page | Ad copy (e.g. "15% off") must appear immediately; mismatch increases bounce |
| Post-click experience | Ads drive traffic; LPs drive conversions; optimize full funnel |
| Quality Score | Well-optimized LPs improve Google Quality Score → lower CPC |
| Mobile-first | CTA above fold; thumb-reachable; fast load (<3s) |
See landing-page-generator for LP structure and conversion optimization.
| Check | Action |
|---|---|
| Creative fatigue | Refresh when CTR or conversion rate drops; test new concepts |
| Learning phase | Ensure sufficient volume (e.g., 50+ conv/week Meta; 30+ conv/30d Google for smart bidding) |
| Brand term share | If brand terms >30% of conversions, consider reallocating to non-brand |
| Placement/spend | Flag if any single placement exceeds 15% of total spend |
When running affiliate programs: prohibit affiliates from bidding on your brand terms in Google Ads. Monitor paid search; use brand monitoring tools. See affiliate-page-generator.
When : Bid on "[Competitor] alternative," "[Competitor] vs [You]" to intercept high-intent traffic. Google allows competitor terms as keywords; ad copy cannot use competitor names without permission.
Landing page : Use a dedicated comparison/alternatives page , not a blog. Users searching competitor brands expect direct alternatives; blog increases bounce. See alternatives-page-generator , google-ads Competitor Brand Keywords.
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GitHub Stars
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First Seen
Mar 1, 2026
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| Billboards, transit, DOOH |
| Brand reach; unskippable; real-world exposure |
| — |