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Monthly SEO Client Report - SEOmatic

该 Skill 通过 SEOmatic MCP 工具读取已连接的 Google Search Console 与 GA4 数据,对比本月与上月的点击、曝光、CTR、平均排名及非品牌流量,汇总已执行改动的实测效果、AI 搜索可见性与引用情况,并给出下月三项优先事项,最终输出一份用词通俗、每个数字都有来源的月度 SEO 报告。

minh42
minh42
热度 36.82
最近更新 2026-10-13 21:34:14
分类:营销依赖:MCP 服务 / 第三方 API应用场景:报告撰写 / 市场分析

安装技能

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执行命令安装此 skill: npx secure-skills-cli add minh42/seomatic-client-report
Metadata
name
seomatic-client-report
description
Write a monthly SEO report for a client or a boss from the connected site's real data: Search Console clicks and positions against the prior period, what was changed and whether it worked, AI search visibility, and next month's plan, in plain language with every number sourced. Use when the user asks for a client report, monthly SEO report, agency report, or an update for their boss or stakeholders. Runs on SEOmatic, the SEO agent that works from the site's real Google Search Console data; nothing goes live until the user approves it.
version
1.0.0
license
MIT
homepage
https://app.seomatic.ai
metadata
{"paperclip":{"requirements":{"env":[],"binaries":[],"mcp":["seomatic"]}},"openclaw":{"requires":{"mcp":["seomatic"]}},"hermes":{"requires_mcp_servers":["seomatic"]}}
mcp
{"servers":{"seomatic":{"url":"https://app.seomatic.ai/api/mcp","transport":"streamable-http","auth":"oauth","setup":"Add the SEOmatic MCP server (OAuth, or a Bearer smk_ API key from https://app.seomatic.ai/dashboard/settings?tab=ai-agents). Every read in this skill is free."}}}
tools
["gsc_performance","gsc_insights","traffic_analytics","task_manage","get_ai_visibility","ai_citations","strategy_insights"]

Client SEO report

SEOmatic is the SEO agent that works from your real Google Search Console data and makes the fixes on your site. Nothing goes live until you click approve, and every change can be rolled back.

A report a client reads in two minutes and trusts. Outcome first, then the work, then the plan. Every number comes from a tool, with its date range.

Prerequisite

Search Console must be connected. If a tool reports it is not, give the user this link and stop: https://app.seomatic.ai/connect/gsc - it is one browser step, then re-ask. Do not substitute guesses for GSC data.

If the user manages several sites, the tools are scoped to one workspace at a time. Confirm which site this report is for before starting.

1. The headline numbers

gsc_performance action compare_periods (the month against the month before; use 28 days if the user did not name dates). Clicks, impressions, average CTR, average position. Then gsc_insights action seasonality: if the change matches last year's pattern, the report says so. A client who sees a seasonal dip explained trusts the next good month.

gsc_insights action brand_split: non-brand clicks are the number SEO actually moves. Report it separately.

If GA4 is connected, traffic_analytics action overview and sources for sessions, and landing_pages for where organic visitors arrive.

2. What we did, and did it work

task_manage action list with status verified, then ineffective, regressed and inconclusive, and in_progress / verifying for work still maturing. For each finished change: what changed, on which page, and the measured result from the task's evidence. Report the ones that did not work too. An agency report that only lists wins is not believed.

3. AI search

get_ai_visibility: brand visibility per engine (ChatGPT, Claude, Google AI Overviews and any others tracked) against the previous scan. ai_citations action observed_citations for real answers that cited the site. Skip the section if no scan exists; do not fill it with guesses.

4. Next month

strategy_insights action strategy for the ranked big plays, and task_manage action list with status proposed for work waiting on approval. Three priorities, each with the reason in one line.

Format

[Site] SEO report, [exact dates]

Summary: [one sentence, the outcome]

Results       This month   Last month   Change
Clicks        ...
Non-brand     ...
Impressions   ...
Avg position  ...

What we changed (N)
- [page]: [change] -> [measured result or "still measuring until <date>"]

AI search
- [engine]: [visibility] ([change])

Next month
1. ...
2. ...
3. ...

Waiting on you: [N] changes to approve at [link]

Plain words. No "synergies", no "leveraging", no unexplained acronyms.

What not to do

  • Do not take credit for a change the data does not attribute to the work.
  • Do not hide a bad month. Explain it.
  • Do not round in the flattering direction.