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Original

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LinkedIn Ads Deep Analysis

LinkedIn Ads深度分析

Process

分析流程

Collect LinkedIn Ads data (Campaign Manager export, Insight Tag status)
Read
```
ads/references/linkedin-audit.md
```
for full 25-check audit
Read
```
ads/references/benchmarks.md
```
for LinkedIn-specific benchmarks
Read
```
ads/references/scoring-system.md
```
for weighted scoring
Evaluate all applicable checks as PASS, WARNING, or FAIL
Calculate LinkedIn Ads Health Score (0-100)
Generate findings report with action plan

收集LinkedIn Ads数据（Campaign Manager导出数据、Insight Tag状态）
阅读
```
ads/references/linkedin-audit.md
```
获取完整的25项检查清单
阅读
```
ads/references/benchmarks.md
```
了解LinkedIn专属基准指标
阅读
```
ads/references/scoring-system.md
```
掌握加权评分规则
将所有适用检查项评估为PASS（通过）、WARNING（警告）或FAIL（失败）
计算LinkedIn Ads健康分数（0-100分）
生成包含行动计划的分析报告

What to Analyze

分析维度

Technical Setup (25% weight)

技术设置（权重25%）

Insight Tag installed and firing on all pages (L01)
Conversions API (CAPI) active — launched 2025 (L02)
Conversion events configured for full funnel
Revenue attribution tracking enabled

Insight Tag已安装并在所有页面正常触发（L01）
Conversions API (CAPI)已激活——2025年推出（L02）
已为全漏斗环节配置转化事件
已启用收入归因追踪

Audience Targeting (25% weight)

受众定位（权重25%）

Job title targeting uses specific titles, not just functions (L03)
Company size filtering matches ICP (L04)
Seniority level appropriate for offer (L05)
Matched Audiences active: retargeting + contact lists (L06)
ABM company lists uploaded (up to 300,000 companies) (L07)
Audience expansion OFF for precision campaigns, ON for scale (L08)
Predictive audiences tested — replaced Lookalikes Feb 2024 (L09)

职位头衔定位使用具体头衔，而非仅职能类别（L03）
公司规模筛选与理想客户画像（ICP）匹配（L04）
职级设置与推广产品/服务适配（L05）
已激活匹配受众：重定向受众+联系人列表（L06）
已上传ABM公司列表（最多300,000家公司）（L07）
精准营销活动需关闭受众拓展，规模营销活动需开启（L08）
已测试预测性受众——2024年2月替代相似受众（L09）

Creative Quality (20% weight)

创意质量（权重20%）

Thought Leader Ads active, ≥30% budget allocation for B2B (L10)
Ad format diversity: ≥2 formats tested (L11)
Video ads tested (L12)
Creative refresh every 4-6 weeks (L13)

已激活Thought Leader Ads，B2B场景下预算占比≥30%（L10）
广告格式多元化：已测试≥2种格式（L11）
已测试视频广告（L12）
创意素材每4-6周更新一次（L13）

Lead Gen & Performance (15% weight)

潜在客户与效果（权重15%）

Lead Gen Form ≤5 fields (13% CVR benchmark) (L14)
Lead Gen Form synced to CRM in real-time (L15)
Campaign objective matches funnel stage (L18)
A/B testing active: creative or audience (L19)
Message ad frequency ≤1 per 30-45 days (L20)

Lead Gen Form字段数≤5个（基准转化率13%）（L14）
Lead Gen Form已与CRM实时同步（L15）
营销活动目标与漏斗阶段匹配（L18）
已开展A/B测试：创意或受众维度（L19）
消息广告发送频率≤每30-45天1次（L20）

Bidding & Budget (15% weight)

出价与预算（权重15%）

Bid strategy: CPS for Messages, Max Delivery for Content (L16)
Daily budget ≥$50 for Sponsored Content (L17)
CTR ≥0.44% for Sponsored Content (L21)
CPC within benchmark: $5-7 average, senior $6.40+ (L22)
Lead-to-opportunity rate tracked, not just CPL (L23)
Attribution: 30-day click / 7-day view configured (L24)
Demographics report reviewed monthly (L25)

出价策略：消息广告采用CPS，内容广告采用Max Delivery（L16）
推广内容每日预算≥50美元（L17）
推广内容点击率（CTR）≥0.44%（L21）
单次点击成本（CPC）处于基准范围内：平均5-7美元，高管群体6.40美元以上（L22）
已追踪线索转商机率，而非仅线索获取成本（CPL）（L23）
归因设置：已配置30天点击/7天曝光归因（L24）
每月查看人口统计报告（L25）

Thought Leader Ads (TLA) Assessment

Thought Leader Ads (TLA) 评估

Thought Leader Ads use employee/executive personal posts as sponsored content:

CPC typically $2.29-$4.14 vs $13.23 for standard Sponsored Content
CTR typically 2-3x higher than corporate-branded ads
Best for: B2B thought leadership, brand awareness, engagement

Evaluate:

Are TLAs being used? (If not, HIGH priority recommendation)
Are they getting ≥30% of total LinkedIn budget?
Are the right employees selected (industry credibility, active posters)?
Is post content authentic and valuable (not salesy)?

Thought Leader Ads将员工/高管的个人帖子作为推广内容：

单次点击成本（CPC）通常为2.29-4.14美元，而标准推广内容为13.23美元
点击率（CTR）通常比企业品牌广告高2-3倍
最适用场景：B2B思想领导力打造、品牌知名度提升、用户互动增长

评估要点：

是否在使用TLA？（若未使用，列为高优先级推荐）
TLA预算占总LinkedIn预算的比例是否≥30%？
是否选择了合适的员工（具备行业公信力、活跃发帖者）？
帖子内容是否真实有价值（非纯销售导向）？

ABM Strategy Assessment

ABM策略评估

For B2B Enterprise accounts:

Company list uploaded and segmented by tier (Tier 1, 2, 3)
Custom content per tier (personalized messaging)
Account penetration tracking (contacts reached per target account)
Integration with CRM/ABM platform (Demandbase, 6sense, etc.)

针对B2B企业客户：

已上传公司列表并按层级（Tier 1、2、3）细分
为每个层级定制专属内容（个性化消息）
已追踪目标客户的触达渗透情况（每个目标客户的触达联系人数量）
已与CRM/ABM平台集成（如Demandbase、6sense等）

LinkedIn Context

LinkedIn参考信息

Setting	Value
Minimum audience size	500 (for ads to run)
Lead Gen Form CVR benchmark	13%
TLA CPC range	$2.29-$4.14
Standard SC CPC	$13.23 average
Hierarchy rename	Oct 2025 (Campaign Group → Campaign → Ad)
Predictive Audiences	Replaced Lookalikes Feb 2024

设置项	数值
最小受众规模	500（广告可投放的最低要求）
Lead Gen Form转化率（CVR）基准	13%
TLA单次点击成本（CPC）范围	$2.29-$4.14
标准推广内容单次点击成本（CPC）	平均$13.23
层级命名更新	2025年10月（Campaign Group → Campaign → Ad）
预测性受众	2024年2月替代相似受众

Key Thresholds

关键阈值

Metric	Pass	Warning	Fail
CTR (Sponsored Content)	≥0.44%	0.30-0.44%	<0.30%
CPC (average)	≤$7.00	$7-10	>$10.00
Lead Gen CVR	≥10%	5-10%	<5%
Message frequency	≤1/30 days	1/15-30 days	>1/15 days
TLA budget share	≥30%	15-30%	<15%

指标	通过	警告	失败
推广内容点击率（CTR）	≥0.44%	0.30-0.44%	<0.30%
平均单次点击成本（CPC）	≤$7.00	$7-10	>$10.00
线索转化率（CVR）	≥10%	5-10%	<5%
消息广告发送频率	≤1/30天	1/15-30天	>1/15天
TLA预算占比	≥30%	15-30%	<15%

Output

输出成果

LinkedIn Ads Health Score

LinkedIn Ads健康评分

LinkedIn Ads Health Score: XX/100 (Grade: X)

Technical Setup:   XX/100  ████████░░  (25%)
Audience:          XX/100  ██████████  (25%)
Creative:          XX/100  ███████░░░  (20%)
Lead Gen:          XX/100  █████░░░░░  (15%)
Budget & Bidding:  XX/100  ████████░░  (15%)

LinkedIn Ads Health Score: XX/100 (Grade: X)

Technical Setup:   XX/100  ████████░░  (25%)
Audience:          XX/100  ██████████  (25%)
Creative:          XX/100  ███████░░░  (20%)
Lead Gen:          XX/100  █████░░░░░  (15%)
Budget & Bidding:  XX/100  ████████░░  (15%)

Deliverables

交付物

```
LINKEDIN-ADS-REPORT.md
```
— Full 25-check findings with pass/warning/fail
TLA adoption roadmap (if not using)
ABM strategy recommendations (for B2B)
Lead Gen Form optimization priorities
Quick Wins sorted by impact

```
LINKEDIN-ADS-REPORT.md
```
— 包含25项检查结果（通过/警告/失败）的完整分析报告
TLA采用路线图（若未使用）
ABM策略建议（针对B2B场景）
Lead Gen Form优化优先级
按影响程度排序的快速优化方案