专业服务网站的 AI 搜索页面: 用 Claude Code 检查 FAQ、作者信息和咨询 CTA

税务、法律、劳务和登记事务所团队听到专业服务网站的 AI 搜索页面时，常常先追文件、结构化数据或新名词。访问者真正需要的是答案、价格、负责人、依据和下一步。

依据来自 Google Search Central 关于 AI 功能、有用内容、结构化数据和 FAQPage 的文档。 Related internal reading: professional-services inquiry flow and agency checklist.

要点

先看咨询点击、表单完成、重复问题、审查时间，以及发布前发现的风险项。
Claude Code ko review table banane दें: missing facts, risky claims, unclear CTA, URL boundary, owner approval.
Human owner price, legal scope, client policy, private URL aur final publication approve kare.
Start with one page, one checklist, and one clear consultation path.

失败从哪里开始

失败通常从先讨好 AI 系统开始，而不是先帮助读者。薄 FAQ 或新文件无法修复缺少范围、证据和 CTA 的页面。

Claude Code 负责的范围和人工确认的范围

Claude Code 可以阅读页面、整理问题、比较元数据、列 URL，并生成审查表。人工确认价格、法律表达、隐私、客户方针和发布决定。

For monetized work, send team-level workflows to training and consultation.

3 个 Use case

Use case 1: Review the main page

Input: page copy, FAQ notes, price notes, owner notes.
Output: missing facts, risky claims, unclear CTA, approval questions.
Human check: price, scope, credentials, privacy, client policy.

Use case 2: Compare metadata and visible text

Input: title, description, structured data, robots or llms notes, visible page.
Output: hidden claims, old dates, missing source links, unsafe promises.
Human check: each claim is true, current, and safe to publish.

Use case 3: Turn the workflow into a paid review

Input: page URL, sitemap, form fields, client approval sheet.
Output: screenshots, go/no-go list, fixes, next-month review items.
Human check: scope, price, owner, delivery limit, and follow-up plan.

可复制的提示词

あなたは士業サイトの編集担当です。下のページ原稿を、AI検索と通常検索の両方で誤読されにくい相談ページに直してください。

入力:
- 対象業務:
- 想定読者:
- 現在のページ本文:
- 著者・監修者:
- 更新日:
- 料金の書き方:
- 相談CTA:
- よくある質問:

出力:
1. 読者が最初に知りたい答えを3つ
2. AIに拾われても困らない事実と、拾われると困る未確定情報
3. FAQで補う質問5つ
4. 著者情報・更新日・根拠リンクの不足
5. 相談CTAを上、中、末尾のどこに置くか
6. 人が公開前に確認する項目

禁止:
- 実績、料金、対応範囲を盛らない
- 法令判断を断定しない
- FAQだけを増やして本文を薄くしない

可运行的检查代码

const page = {
  title: "相続税の初回相談",
  author: "税理士 山田太郎",
  updated: "2026-07-18",
  sourceLinks: [
    "https://www.nta.go.jp/",
    "https://www.jicpa.or.jp/"
  ],
  visibleClaims: [
    "初回30分は無料",
    "申告期限まで2か月を切った案件は事前確認が必要",
    "料金は財産額と資料の量で変わる"
  ],
  faq: [
    "何を持っていけばよいですか",
    "オンライン相談はできますか",
    "相続人が遠方でも相談できますか"
  ],
  ctaPositions: ["hero", "middle", "end"],
  structuredDataClaims: [
    "初回30分は無料",
    "料金は財産額と資料の量で変わる"
  ]
};

function auditAiSearchPage(input) {
  const errors = [];
  if (!input.author) errors.push("著者または監修者がありません");
  if (!/^\d{4}-\d{2}-\d{2}$/.test(input.updated)) errors.push("更新日がYYYY-MM-DDではありません");
  if (input.sourceLinks.length < 2) errors.push("根拠リンクが少なすぎます");
  if (input.faq.length < 3) errors.push("FAQが3件未満です");
  if (!input.ctaPositions.includes("middle")) errors.push("本文途中の相談CTAがありません");

  const hiddenStructuredClaims = input.structuredDataClaims.filter(
    (claim) => !input.visibleClaims.includes(claim)
  );
  if (hiddenStructuredClaims.length > 0) {
    errors.push(`構造化データだけにある表示: ${hiddenStructuredClaims.join(", ")}`);
  }

  return {
    status: errors.length === 0 ? "公開前レビューへ進める" : "修正が必要",
    errors
  };
}

console.log(auditAiSearchPage(page));

Pitfall: 卖概念而不是卖审查

The risky pattern is selling 专业服务网站的 AI 搜索页面 as a shortcut. The better offer is a visible review: what was checked, what changed, what needs approval, and what metric will be watched.

Another risk is sending private information into the workflow. Use sanitized examples and public pages. Remove client names, private estimates, customer records, draft URLs, and internal documents unless they are necessary and approved.

常见问题

Does this guarantee more search traffic?

不能保证流量。它让页面更清楚，也更容易审查。

What should be measured first?

先看咨询点击、表单完成、重复问题、审查时间，以及发布前发现的风险项。

Who approves the final page?

The business owner or client decision maker. Claude Code prepares the table; humans make the decision.

本文实际确认的内容

I checked the primary documentation, narrowed the workflow to reviewable artifacts, and included runnable Node.js code that catches common gaps before publication.