頁面，而不是簡報
Surfer 只會給你一份內容簡報；你的團隊仍然得去撰寫、設計、建置並部署。Sarah 直接把頁面寫進 Alex 今天就能部署的原始檔裡——沒有 Google Doc，也不用從 CMS 複製貼上。
Sarah·SEO SpecialistAI SEO Agent that writes, optimizes, and ships pages
Sarah writes SEO pages your engineers can ship today, not briefs your team has to implement next quarter.
No briefs to hand off. No deploy queue.
受到這些公司的創作者信賴：
Why SEO content takes 6 weeks instead of 6 hours
Briefs that never become pages
Surfer and Frase output a content brief. Your team still has to write it, design it, build it, and deploy it. By the time the page is live the keyword landscape has already shifted.
Five tools to ship one page
Keyword research in Ahrefs, brief in Clearscope, draft in Google Docs, layout in your CMS, schema bolted on at the end. Each handoff costs context and a calendar week.
Paid and organic fighting each other
Your SEO tool does not know which keywords Ads is bidding on. Sarah shares the keyword list with Adrian so paid and organic stop landing on the same SERP with different messages.
Programmatic SEO that breaks at scale
Generating 500 city pages from a spreadsheet sounds easy until meta, schema, and internal links rot under inconsistent templates. Sarah writes the markup straight into source files Alex deploys.
與Sarah的一天
從你的第一個提示詞到交付成果——這就是 Sarah 的實際運作方式。
- 01
- 02
將搜尋意圖聚類成頁面規劃
依搜尋意圖將關鍵字分組，判斷哪些需要支柱頁面、叢集頁面或比較頁面。
- 03
用程式碼編寫包含 meta 和 schema 的頁面
標題、描述、OG 標籤、hreflang、JSON-LD 都會直接寫入原始檔——無需在 CMS 中複製貼上。
- 04
- 05
監測搜尋表現並持續迭代
擷取排名和點擊資料，更新表現不佳的內容，並圍繞有效內容擴展主題叢集。
Everything Sarah needs to drive organic traffic
Intent-based keyword research
Primary, secondary, and long-tail keywords classified by transactional, informational, or navigational intent.
SERP-aware page structure
H1, H2, and FAQ layout based on what already ranks for the query, not a generic outline template.
On-page copy in your voice
Body copy that covers semantic keyword neighborhoods without keyword stuffing or robotic tone.
Meta tags written into code
Title tag, meta description, OG tags, and Twitter cards land in the actual page files, not a doc.
JSON-LD structured data
Article, Product, FAQ, and HowTo schema generated and validated against Google guidelines.
Internal linking plan
Sarah proposes internal links across your content cluster so authority flows where you want it.
Multilingual page variants
Generate locale-specific pages with proper hreflang tags through the i18n setup in Atoms.
當Sarah加入你的團隊後，會發生什麼變化
手動打造的工作流程緩慢、仰賴人工且工具繁雜。將滑鼠懸停在任一卡片上，查看為何每項提升都很重要。
為什麼創作者會在眾多選擇中選Sarah
對比
正從 Surfer SEO 轉來？以下就是 Sarah 更勝一籌的地方。
Meta 和 schema 寫入程式碼
其他 SEO 工具生成的是一個 meta description 預覽，你還得把它複製到 Yoast 裡。Sarah 會將 title tags、OG tags 和 JSON-LD 直接寫入頁面檔案。你在 Atoms 裡看到的，就是 Google 會建立索引的內容。
付費與自然流量使用同一關鍵字地圖
Surfer 不知道 Ads 正在競價什麼。Sarah 把關鍵字清單分享給 Adrian，這樣付費和自然流量就不會再以不同訊息落到同一個 SERP 上——你的漏斗會變成一個統一策略，而不是兩套。
Atoms 與 Surfer SEO：比較功能、價格和能力
| 功能 | Atoms 推薦 | Surfer SEO |
|---|---|---|
| 輸出 | 已部署頁面 | 內容簡報 |
| 原始碼中的 Meta + schema | 自動撰寫 | 手動複製貼上 |
| 多語言 hreflang | 內建於 | 外掛或手動 |
| 付費與自然流量協同 | 與 Ads Agent 共用關鍵字地圖 | 與付費內容分開 |
| 發佈到你的正式網站 | 一個 PR | 你來發布 |
Sarah 如何與您的其他 AI 團隊成員協作
Sarah 並不是單獨工作。以下是你與完整團隊協作建置時，各項交接如何落地。
What Sarah ships for real teams
Concrete page types Sarah produces and deploys, not abstract use cases.
- Build a pSEO set
Programmatic SEO pages
Generate hundreds of city, category, or template pages from one schema, all deployed at once.
- Write a vs page
Product comparison pages
Rank for vs queries with honest comparison tables and FAQ written for real buyer intent.
- Launch a feature page
SaaS feature landing pages
One feature, one page, one keyword cluster, with copy and schema your engineers do not have to rewrite.
- Start a content cluster
Blog content at scale
Topic clusters with internal links and consistent voice, planned by intent instead of by keyword volume alone.
- Build local pages
Local SEO pages
City and region pages with local schema, written for businesses that need foot traffic, not just impressions.
- Create a tool page
AI tool directory pages
Listing pages and tool category pages that catch high-intent navigational queries in the AI space.
Try these prompts with Sarah
Generate a programmatic SEO page set
@Sarah generate 50 landing pages targeting "best [tool category] for [persona]" across 10 categories and 5 personas. Map each page to intent-classified keywords, write H2/H3 plus FAQ in our voice, wire JSON-LD, and hand the set to Alex to deploy.
Write a feature landing page
@Sarah write the landing page for our new invoicing module. Target "freelance invoicing software" and adjacent long-tail. Match SERP structure for the top 5 results and pull Emma's PRD for the feature scope.
Audit and rewrite an underperforming page
@Sarah audit /pricing — it is ranking page 3 for our main keyword. Diagnose the gap against the top-ranking pages, rewrite the copy and meta, and hand the changes to Alex as a single PR.
Plan a content cluster from one keyword
@Sarah we want to own "AI agent platform" as a topic. Map a 12-page cluster with intent classification, internal linking plan, and a publishing order. Coordinate with Adrian so the high-intent pages also become ad landers.
認識 Sarah 的其他 AI 團隊成員
沒有任何一個智能體是單獨工作的。點選任一隊友，即可查看他們如何處理您產品中的那一部分。
常見問題
Put Sarah to work
Stop briefing writers and wrangling CMS exports. Let Sarah research, write, and ship SEO pages with your AI Team in Atoms.
