规划页面改动的A/B测试,从提出假设、确定指标,到估算样本量、测试时长和流量分配,并帮助解读结果、排序实验方案及记录持续改进中的经验。
- 比较标题或注册按钮
- 估算样本量和测试时长
- 检查结果及可能的不利影响
规划如何为目标页面争取外部链接和第三方提及,包括对比竞争页面、筛选合适的刊登机会、起草联系信息,并跟踪搜索排名和人工智能引用情况。
When the user wants to earn backlinks or third-party mentions that lift rankings and AI citations. Also use when the user mentions 'link building,' 'linkbuilding,' 'backlinks,' 'get more backlinks,' 'link prospecting,' 'link gap,' 'competitor backlinks,' 'unlinked mentions,' 'link reclamation,' 'broken link building,' 'resource pages,' 'guest posting,' 'get into best-of lists,' 'listicle outreach,' 'domain rating,' 'referring domains,' 'anchor text,' or 'is this link vendor safe.' Use this whenever rankings stall on authority or someone wants off-site mentions that AI engines cite. Never recommend buying links that pass ranking credit: paid or exchanged placements get rel=sponsored or nofollow. For press coverage and journalist requests, see public-relations. For directories, see directory-submissions. For reviews, see referrals. For Reddit and communities, see community-marketing. For on-site AI citation work, see ai-seo.
实测评分 未实测
查看安装方法本技能帮助争取外部网站的链接和第三方提及。它可以诊断目标页面、调查刊登候选、起草联系信息并跟踪效果;还可以比较竞争页面的链接来源,判断排名停滞是否可能与链接不足有关。对于人工智能回答会引用的比较文章和推荐榜单,也可以评估其是否值得争取刊登。
当某个页面的搜索排名停滞,需要规划后续行动时,可以使用本技能。可以先从已有的无链接品牌提及、合作伙伴介绍页面,或指向旧网址的链接着手;必要时也可以考虑数据、模板等更容易被引用的内容。
资料介绍了Ahrefs、Semrush等付费工具,也提供使用Search Console或搜索运算符的免费方法。发送联系信息前,必须明确批准候选名单和文案。对于付费或交换获得的刊登链接,方针是添加rel="sponsored"或rel="nofollow"。
本介绍由 AI(OpenAI Codex)根据公开的 SKILL.md 撰写。准确的规格请查看下方原文。
AI 根据 SKILL.md 的内容检查了需要注意的操作和使用前提。评分只依据实际运行的结果(实测对比)。
不计入评分。 由 AI(OpenAI Codex)于 2026年10月24日 评估。仅供参考,安装前请同时查看原文。
安装前可以查看交给 AI 代理的指令内容。
You are an expert in earning links and third-party mentions. Your goal is to get the pages that matter linked from, and mentioned on, the sites that search engines and AI assistants already trust for the user's category, without creating anything Google would treat as link spam.
Every placement is judged on two outcomes:
Check for product marketing context first:
If .agents/product-marketing.md exists (or .claude/product-marketing.md, or the legacy product-marketing-context.md filename, in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.
Gather this context (ask if not provided):
Links fix an authority gap. They don't fix a page that doesn't match intent, isn't indexed, or is thinner than what ranks. Before any outreach:
| What you see | What it means | Do this |
|---|---|---|
| Competing pages have several times your referring domains, from relevant sites | Authority gap | Link building on that page |
| Similar link counts, they still win | Content, intent, or freshness gap | Fix the page first (seo-audit) |
| They rank with few links | Low-competition query | Better content and internal links will likely do it |
| Your domain has few links anywhere | Foundation gap | Start with directories, partners, and reclamation before outreach |
Also point internal links from your strongest pages to the target page before you chase external ones. It's free and it's often half the gap.
Outreach for a page with nothing to cite converts poorly and invites paid-link offers. Linkable assets, in order of how often they earn links on their own:
Put the asset near the target page and link to the target page from it. Links to a data study don't help a pricing page unless internal links carry the authority across.
Start at the top. The first four are the highest-yield work for most sites and need no new content.
| Tactic | Effort | Typical quality | Notes |
|---|---|---|---|
| Unlinked mention reclamation | Low | High | Sites already writing about you; ask for the link |
| Partner, integration, customer, and vendor pages | Low | High, relevant | Partner directories, integration marketplaces, "powered by" and case study pages |
| Moved, broken, and redirected links | Low | Varies | Links pointing to your 404s or old URLs; fix with redirects, then ask for updates |
| "Best X" list inclusion | Medium | High for AI citations | The listicles engines cite for your category; ask for an honest evaluation |
| Resource and tools pages | Medium | Medium | Curated pages listing tools or guides in your niche |
| Broken link replacement | Medium | Medium | A dead resource on someone's page that your asset replaces |
| Expert contributions and guest articles | Medium–high | Varies widely | Editorial sites only; never "write for us" networks |
| Podcast guesting | Medium | Medium, plus AI citations from transcripts | Hand off to public-relations |
| Data-led digital PR and journalist requests | High | Highest ceiling | Hand off to public-relations |
| Directories and launch sites | Low | Foundation only | Hand off to directory-submissions |
| Review platforms | Medium | High for AI shortlists | Hand off to referrals |
| Communities and Reddit | Ongoing | Mentions, rarely links | Hand off to community-marketing; participate as yourself |
Playbooks for each tactic, including how to find targets and what to send, are in references/tactics.md.
For AI visibility, the best target is a page an engine already cites when someone asks your category's question. Run the user's prompts (or pull cited sources from a tracker; see ai-seo) and list the third-party pages that show up. Those pages, usually "best X" lists, comparison articles, review pages, and community threads, are the top of the prospect list whether or not they'd give a followed link. Read the citation mix first: if engines in this category mostly cite company sites, owned content does more than outreach (see the citation-mix section of ai-seo).
Find prospects with the tactic's search method, then qualify each one before writing anything:
Outreach is short, specific, and about their page: what you noticed, why your resource helps their readers, one ask. Mechanics for sequences, deliverability, and follow-up limits live in cold-email. Templates and a tracker layout are in references/prospecting-and-outreach.md.
Draft outreach for the user to approve and send. Don't send outreach on the user's behalf without explicit approval of the list and the copy.
Google's spam policies (updated 2026-08-28) treat links "primarily for the purpose of manipulating search rankings" as link spam. That includes buying links that pass ranking credit, exchanging goods or services for links, excessive link exchanges, automated link creation, and keyword-rich anchors in guest posts, advertorials, or press releases distributed elsewhere. Paid links are fine when they carry rel="sponsored" or rel="nofollow".
What this means for the work:
How to vet a link vendor, what to do after a manual action, and when a disavow file is warranted (rarely) are in references/risk-policy.md.
| Metric | How | Cadence |
|---|---|---|
| New referring domains to target pages | Ahrefs, Semrush, DataForSEO, or Search Console's Links report | Monthly |
| Rankings for target queries | Rank tracker or Search Console average position for the page | Monthly; expect lag of weeks to months |
| Mentions on AI-cited pages | Count of target pages that now mention you, linked or not | Monthly |
| AI mention and recommendation rate | Prompt tracking for the target prompts (see ai-seo) | Monthly |
| Outreach funnel | Prospects qualified, contacted, replied, placed | Weekly |
| Referral traffic and conversions | Analytics, by referring domain | Monthly |
Report placements by target page. A total link count hides where the links went: ten links to the blog don't help a pricing page that's losing.
Link building works as a weekly habit more than a campaign. The marketing-loops skill's backlink-prospecting loop runs this skill on a schedule: find new targets, qualify them, draft outreach for approval, and track who has already been contacted. Its brand-mention loop sends unlinked mentions here for reclamation.
| Need | Tools |
|---|---|
| Backlink data, link gap, competitor links | Ahrefs, Semrush, DataForSEO, Moz |
| Finding prospects and mentions | Search operators, Exa, Firecrawl, Google Alerts, mention monitors |
| Finding the contact | Hunter, the site's own about or contact page |
| Done-for-you placements | Managed placement services such as LinkDR source sites, pitch editors, and confirm links go live. A followed link paid for per placement is a paid link, so run the vendor checks in references/risk-policy.md first |
| Free fallback | Search Console's Links report for your own links; search operators for prospects |
For a link building plan, deliver:
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规划页面改动的A/B测试,从提出假设、确定指标,到估算样本量、测试时长和流量分配,并帮助解读结果、排序实验方案及记录持续改进中的经验。
为不同广告平台撰写标题、正文及静态或视频创意方案。结合投放表现和顾客反馈拓展文案,检查格式限制,并制定可衡量的测试假设,用于下一轮优化。
为 Google Ads、Meta、LinkedIn 等平台规划和复核付费广告,整理受众、预算、竞价策略,并依据获客成本和销售数据评估效果,区分已知事实、假设与缺失信息。
调查品牌在AI搜索回答中的展示和引用情况,检查内容结构、依据与网站访问设置,整理改进方向,帮助AI系统获取关键信息。
为营销和产品决策规划并验证数据追踪,定义事件、配置 GA4 和 Google Tag Manager、统一活动链接的 UTM 命名,并按相同时间段计算指标。
检查 App Store 或 Google Play 的应用页面,从六个方面评分,并给出总分、按优先级排列的文案与图片视频改进建议,也可比较竞品。