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Meta Ads Weekly Performance

该 Skill 通过 Meta Graph API 拉取本周与上周的账户及广告系列指标(花费、ROAS、转化、CTR、CPM、CPC、频次),计算环比变化,输出含关键指标快照表、变化要点、绩效驱动因素与待处理问题的结构化周报,仅做报告不做投放建议。

elias-didoo
elias-didoo
热度 45.87
最近更新 2026-05-11 17:43:10
分类:营销依赖:第三方 API应用场景:市场分析 / 报告撰写 / 社交媒体

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add meta-ads-weekly-performance
Metadata
name
meta-ads-weekly-performance
description
[Didoo AI] Generates a structured weekly performance report for Meta Ads accounts. Use at the end of each week to review performance, explain changes, and identify what needs attention. Pairs with meta-ads-daily-pulse for daily context.
homepage
https://didoo.ai/blog
metadata
{"openclaw":{"requires":{"env":["META_ACCESS_TOKEN","META_AD_ACCOUNT_ID"]}}}

Required Credentials

Credential Where to Get Used For OAuth Scope
META_ACCESS_TOKEN Meta Developer Console → Graph API Explorer → Generate Token Fetching account and campaign insights ads_read (read-only)
META_AD_ACCOUNT_ID Ads Manager URL: adsmanager.facebook.com/act_XXXXXXXXX Identifying which account to query —

When to Use

At the end of each week (every Monday) for ongoing campaigns. Also use after a significant change (new campaign launch, major budget shift, creative swap) to document the impact.


Requirements

  • account_id (required)
  • date_range: last_7d (default)

Step 1: Pull KPI Snapshot

Fetch account and campaign level metrics for this week and prior week:

  • Spend, results, cost per result
  • ROAS, conversion values
  • CTR, CPM, CPC
  • Frequency

Calculate week-over-week (WoW) change for each metric: WoW = (This Week − Prior Week) / Prior Week × 100


Step 2: Identify What Changed

Write 3-5 bullets explaining the biggest moves this week.

Format: "[What changed] — [Spend/ROAS/Revenue impact]"

Examples:

  • "Increased budget on Pizza Campaign by 30% — spend up $1,200, ROAS held at 3.2x"
  • "Creative rotation on Runner Audience — CTR up 0.8pp, CPL down $2.40"

Step 3: Identify Performance Drivers

Identify the top 3 things driving results this week.

For each driver write one sentence with specific metrics: Format: "[What drove results] – [Spend], [ROAS], [Revenue impact vs last week]"


Step 4: Detect Issues

Run issue detection:

  • Campaigns with ROAS drop > 30% vs prior week
  • Campaigns with spend > budget but low conversion rate
  • New campaigns still in Learning Phase
  • Frequency > 4 on any campaign

Step 5: Format Output

Key Metrics Snapshot

Metric This Week Prior Week WoW Change
Spend
ROAS
Conversions
CPA

What Changed This Week

  • [3-5 bullets]

Performance Drivers

  • [3 bullets]

Issues and Actions Required

  • [3 urgent issues, each with problem/solution format]

Rules

  • No executive summary
  • Specific numbers on every line
  • Separate problem from solution clearly in each issue
  • This is a reporting tool — recommendations route to meta-ads-recommendation