SEomatic CTR Fix

安装指南

1. ClawHub CLI 从源直接安装技能的最快方式。
   npx clawhub@latest install seomatic-ctr-fix
2. 手动安装 将技能文件夹复制到以下位置之一
   全局模式
   ~/.openclaw/skills/
   工作区
   /skills/
   优先级：工作区 > 本地 > 内置
3. 提示词安装 将此提示词复制到 OpenClaw 即可自动安装。
   请帮我使用 Clawhub 安装 seomatic-ctr-fix。如果尚未安装 Clawhub，请先安装（npm i -g clawhub）。
   更倾向于下载？
   获取包含原生技能文件的ZIP压缩包。
   下载技能 (.zip)

什么是

SEomatic CTR Fix helps recover clicks from rankings your site already has. It uses the site's own Google Search Console data to find pages that underperform their position, checks the live search results for features that may be taking clicks, and reviews each page's current title and meta description before proposing a rewrite.
This Openclaw Skills workflow grounds recommendations in actual queries, impressions, and the site's own CTR curve—not industry averages or guessed keywords. It can stage proposed work in SEOmatic for approval, but nothing goes live without the user's approval, and changes can be rolled back.

应用场景

Find pages ranking in positions 1–10 that receive less than half the clicks expected by the site's CTR curve.
Rewrite titles and meta descriptions to better match the queries a page actually ranks for.
Diagnose whether AI Overviews, featured snippets, map packs, or ads are limiting clicks before changing a snippet.
Identify missing, truncated, brand-first, or poorly targeted search snippets.
Estimate a potential monthly click range for a proposed rewrite using site-specific data.
Stage CTR-fix tasks for review when the SEOmatic plan supports task creation.

工作原理

Confirm Google Search Console is connected. If it is not, direct the user to https://app.seomatic.ai/connect/gsc and stop rather than substituting estimates.
Call gsc_insights with the ctr_outliers action for the last 28 days. It flags pages in positions 1–10 with at least 50 impressions that earn less than half their expected CTR according to the site's own curve.
For each candidate, call gsc_performance with dimension_breakdown, dimension set to query, and filterPage set to the page URL to identify the queries it actually ranks for.
Check those queries with serp_competitors using the features action. If SERP features above the result are likely suppressing clicks, explain that a title change may not solve the problem and consider recommending a feature-focused fix such as an FAQ block or schema.
Read the current title, meta description, and H1 with site_pages using the crawl action. Use these details and the ranking queries to prepare a truthful, query-relevant rewrite.
Present the current and proposed title and meta description, the queries addressed, and an estimated click-gain range based on the site's own CTR curve. Do not rewrite pages ranking at position 11 or lower as though they have a snippet problem.
If the user wants the work staged and their plan permits it, check for duplicates with task_manage list, then create up to five ctr_fix tasks with required query data. Report the task cost and where to approve. Never approve without explicit user consent; after approval, verify task results with task_manage get before claiming a change was made.

配置指南

Connect the site's Google Search Console account at https://app.seomatic.ai/connect/gsc. Search Console must be connected before the skill can identify CTR opportunities.
Configure the SEOmatic MCP server in the AI agent. Use the streamable HTTP endpoint and OAuth, or a Bearer API key from the SEOmatic AI agents settings page.
MCP endpoint: https://app.seomatic.ai/api/mcp
Transport: streamable-http
Authentication: OAuth or Bearer API key
Ensure the agent can access the seomatic MCP server and its tools: gsc_insights, gsc_performance, serp_competitors, site_pages, and task_manage.
Search Console insights and page reads are free. SERP and backlink lookups use the free monthly allowance or AI credits. Staging tasks requires a paid SEOmatic plan and an API key with the agents:act scope; staging costs no credits and does not publish changes.
There are no CLI installation commands specified for this skill. Configure the MCP connection and Google Search Console access through the relevant account and agent settings.

数据架构

The skill works with SEOmatic and connected Google Search Console data; it does not specify local files or generated file artifacts. Its inputs and staged work are organized as follows:
Data or task field Purpose
CTR outlier A page in positions 1–10, with at least 50 impressions over the 28-day analysis period, earning less than half the expected CTR from the site's own curve.
Page queries Actual Search Console queries retrieved for a candidate URL using a query-dimension breakdown and page filter.
SERP features Search-result features checked for the page's leading queries, such as AI Overviews, featured snippets, map packs, and ads.
Page snippet Current title, meta description, and H1 retrieved by crawling the page.
Proposed fix Current and proposed titles and meta descriptions, target queries, and an estimated click-gain range grounded in the site's CTR curve.
Staged task A ctr_fix task with targetKey set to the full page URL, required queries, a user-oriented goal in title, supporting figures in rationale, and a quoted cost from estimatedCost.label.
Task management uses list to check for duplicates, create to stage up to five tasks, decide only after the user approves a specific task, and get to verify the result. Staged cards wait for approval; the skill does not publish changes automatically.

高级特性

Uses the site's own Search Console CTR curve rather than generic industry benchmarks.
Connects page-level performance to the exact queries that generate impressions for that page.
Checks SERP features that can suppress organic clicks and distinguishes snippet issues from visibility issues.
Produces click-gain estimates as ranges based on the site's current position and CTR data.
Supports duplicate-aware task staging through
task_manage
, with up to five CTR-fix tasks per creation request.
Requires
queries
on every
ctr_fix
task and supports approval decisions only after explicit user consent.
Keeps changes reviewable: staged work is not live until approved, and SEOmatic changes can be rolled back.
Avoids low-value or misleading edits by excluding pages in positions 11 and lower, rejecting guessed query targets, and preserving the page's real promise.

name: seomatic-ctr-fix description: 'Find pages on the connected site that rank on page 1 but lose the click, using the site''s own Search Console CTR curve, check the SERP for features that steal clicks, and stage new titles and meta descriptions for approval. Use when the user asks to improve CTR, rewrite titles or meta descriptions, or get more clicks from rankings they already have. 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