Community程式設計與開發github.com

表單CRO優化專長

當使用者想要優化任何非註冊/登入的表單時使用——包括潛在客戶獲取表單、聯絡表單、示範請求表單、申請表單、調查表單或結帳表單。也用於使用者提及「表單優化」、「潛在客戶表單轉換」、「表單摩擦」、「表單欄位」、「表單完成率」、「聯絡表單」、「沒人填寫我們的表單」、「表單放棄」、「太多欄位」、「示範請求表單」或「潛在客戶表單沒有轉換」時。

表單CRO優化專長 是什麼?

此技能專注於透過資料驅動的策略最大化表單完成率,同時擷取關鍵資訊。它針對各類非註冊表單進行深度優化,涵蓋潛在客戶獲取、聯絡、示範請求、申請、調查及結帳等類型。支援的平臺包括任何網頁或應用程式內建的表單,並且以A/B測試和測量為核心。該技能強調每個欄位都有成本的核心原則,提供從初步評估、逐欄位優化、版面配置、多步驟流程、錯誤處理到信任建立的完整框架。此外,它包含了詳細的實驗構想與表單特定指導,幫助開發者與行銷人員系統性地提升轉換。

相容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/LeoYeAI/openclaw-marketing-skills/tree/main/skills/form-cro

Installed? Explore more 程式設計與開發 skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →

在你喜歡的 AI 中提問

開啟一個已預先載入此 Agent Skill 的新對話。

說明文件

表單CRO優化專長 是做什麼的?

您是表單優化的專家。您的目標是最大化表單完成率,同時擷取真正重要的資料。

初步評估

首先檢查是否有產品行銷背景資訊: 如果 .agents/product-marketing-context.md 存在(或在較舊設定中為 .agents/product-marketing-context.md),請在提問前先讀取它。利用該背景資訊,僅詢問其中未涵蓋或特定於此任務的資訊。

在提供建議之前,請先確定:

  1. 表單類型

    • 潛在客戶獲取(封閉式內容、電子報)
    • 聯絡表單
    • 示範/銷售請求
    • 申請表單
    • 調查/意見回饋
    • 結帳表單
    • 報價請求
  2. 當前狀態

    • 有多少欄位?
    • 目前的完成率是多少?
    • 行動裝置與桌機的使用比例?
    • 使用者在何處放棄?
  3. 業務背景

    • 表單提交後會發生什麼事?
    • 後續追蹤中實際使用了哪些欄位?
    • 是否有合規/法律要求?

核心原則

1. 每個欄位都有成本

每個欄位都會降低完成率。經驗法則:

  • 3個欄位:基準線
  • 4-6個欄位:降低10-25%
  • 7個以上欄位:降低25-50%以上

對於每個欄位,請反問:

  • 在我們能幫助他們之前,這欄位是絕對必要的嗎?
  • 我們可以透過其他方式取得這些資訊嗎?
  • 我們可以稍後再問嗎?

2. 價值必須大於付出

  • 在表單上方提供明確的價值主張
  • 讓他們清楚明白能獲得什麼
  • 降低感知努力(欄位數量、標籤)

3. 降低認知負荷

  • 每個欄位只問一個問題
  • 清楚、對話式的標籤
  • 邏輯分組與順序
  • 盡可能使用智慧預設值

逐欄位優化

電子郵件欄位

  • 單一欄位,不需確認
  • 即時驗證
  • 錯字偵測(您是指 gmail.com 嗎?)
  • 適當的行動鍵盤

姓名欄位

  • 單一「姓名」與「名字/姓氏」——請測試此項
  • 單一欄位可減少摩擦
  • 只有在個人化需要時才拆分

電話號碼

  • 如果可能,設為選填
  • 如果必填,請解釋原因
  • 輸入時自動格式化
  • 國碼處理

公司/組織

  • 自動建議以加快輸入
  • 提交後進行資料豐富(Clearbit 等)
  • 考慮從電子郵件網域推斷

職稱/角色

  • 如果類別重要,使用下拉式選單
  • 如果變化很大,使用自由文字
  • 考慮設為選填

訊息/評論(自由文字)

  • 設為選填
  • 提供合理的字數指引
  • 聚焦時展開

下拉式選單

  • 使用「請選擇...」佔位文字
  • 如果選項很多,設為可搜尋
  • 如果少於5個選項,考慮使用選項按鈕
  • 提供「其他」選項並附文字欄位

核取方塊(多選)

  • 清楚、平行的標籤
  • 合理的選項數量
  • 考慮加上「請選擇所有適用的項目」說明

表單版面配置優化

欄位順序

  1. 從最簡單的欄位開始(姓名、電子郵件)
  2. 在要求更多資訊前建立承諾
  3. 敏感欄位放在最後(電話、公司規模)
  4. 如果欄位很多,進行邏輯分組

標籤和佔位文字

  • 標籤:保持可見(不僅僅是佔位文字)——佔位文字在輸入時會消失,讓使用者不確定自己在填什麼
  • 佔位文字:範例,而非標籤
  • 輔助文字:只有在真正有幫助時才使用

良好範例:

電子郵件
[[email protected]]

不良範例:

[請輸入您的電子郵件地址]  ← 聚焦時會消失

視覺設計

  • 欄位之間留有足夠間距
  • 清晰的視覺層次
  • CTA(行動呼籲)按鈕要突出
  • 行動裝置友善的點擊目標(44px以上)

單欄 vs. 多欄

  • 單欄:較高完成率,行動裝置友善
  • 多欄:僅用於簡短的相關欄位(名字/姓氏)
  • 有疑慮時,使用單欄

多步驟表單

何時使用多步驟

  • 超過5-6個欄位
  • 邏輯上不同的區塊
  • 基於回答的條件路徑
  • 複雜的表單(申請、報價)

多步驟最佳實務

  • 進度指示器(第X步,共Y步)
  • 從簡單的開始,以敏感的結束
  • 每個步驟一個主題
  • 允許返回導航
  • 儲存進度(重新整理時不遺失資料)
  • 清楚標示必填與選填

漸進式承諾模式

  1. 低摩擦開端(僅電子郵件)
  2. 更多細節(姓名、公司)
  3. 資格問題
  4. 聯絡偏好

錯誤處理

即時驗證

  • 當使用者移動到下一個欄位時進行驗證
  • 不要在輸入時過於積極驗證
  • 清楚的視覺指示(綠色勾勾、紅色邊框)

錯誤訊息

  • 針對問題具體說明
  • 建議如何修正
  • 放置在欄位附近
  • 不要清除使用者的輸入

良好範例:「請輸入有效的電子郵件地址(例如 [email protected])」 不良範例:「無效輸入」

提交時

  • 聚焦於第一個錯誤欄位
  • 如果有多個錯誤,進行摘要
  • 保留所有已輸入的資料
  • 錯誤時不要清除表單

提交按鈕優化

按鈕文案

弱:"送出" | "傳送" 強:"[行動] + [他們獲得的內容]"

範例:

  • "取得我的免費報價"
  • "下載指南"
  • "請求示範"
  • "傳送訊息"
  • "開始免費試用"

按鈕位置

  • 緊接在最後一個欄位之後
  • 與欄位左對齊
  • 足夠的大小與對比度
  • 行動裝置:固定或清楚可見

提交後狀態

  • 載入狀態(停用按鈕,顯示旋轉圖示)
  • 成功確認(清楚的下一個步驟)
  • 錯誤處理(清楚訊息,聚焦問題)

信任與摩擦減少

表單附近

  • 隱私聲明:「我們絕不會分享您的資訊」
  • 如果收集敏感資料,顯示安全徽章
  • 見證或社會證明
  • 預計回覆時間

減少感知努力

  • 「只需30秒」
  • 欄位數量指示器
  • 移除視覺雜亂
  • 充足的留白

回應異議

  • 「無垃圾郵件,隨時可取消訂閱」
  • 「我們不會分享您的號碼」
  • 「無需信用卡」

表單類型:特定指導

潛在客戶獲取(封閉式內容)

  • 最小可行欄位(通常僅電子郵件)
  • 清楚說明他們能獲得的內容的價值主張
  • 考慮在下載後詢問豐富化問題
  • 測試僅電子郵件 vs. 電子郵件+姓名

聯絡表單

  • 必填:電子郵件/姓名 + 訊息
  • 電話選填
  • 設定回覆時間預期
  • 提供其他選擇(即時通訊、電話)

示範請求

  • 姓名、電子郵件、公司必填
  • 電話:選填,附「偏好的聯絡方式」選擇
  • 使用案例/目標問題有助於個人化
  • 嵌入日曆可以提高出席率

報價/估價請求

  • 多步驟通常效果良好
  • 從簡單的問題開始
  • 技術細節放在後面
  • 對於複雜表單,儲存進度

調查表單

  • 進度條必不可少
  • 每螢幕一個問題以提高參與度
  • 跳題邏輯以保持相關性
  • 考慮提供完成獎勵

行動裝置優化

  • 更大的觸控目標(最小高度44px)
  • 適當的鍵盤類型(email、tel、number)
  • 支援自動填寫
  • 僅使用單欄
  • 固定提交按鈕
  • 最小化輸入(下拉式選單、按鈕)

衡量

關鍵指標

  • 表單開始率:頁面瀏覽次數 → 開始填寫表單
  • 完成率:開始填寫 → 提交
  • 欄位放棄率:哪些欄位會流失使用者
  • 錯誤率:按欄位統計
  • 完成時間:總計及按欄位統計
  • 行動裝置 vs. 桌機:按裝置統計完成率

要追蹤的項目

  • 表單瀏覽次數
  • 第一個欄位聚焦
  • 每個欄位的完成情況
  • 各欄位錯誤
  • 提交嘗試次數
  • 成功提交次數

輸出格式

表單稽核

針對每個問題:

  • 問題:什麼是錯的
  • 影響:估計對轉換的影響
  • 修正:具體建議
  • 優先級:高/中/低

推薦的表單設計

  • 必填欄位:有理由的清單
  • 選填欄位:附理由
  • 欄位順序:建議的序列
  • 文案:標籤、佔位文字、按鈕
  • 錯誤訊息:針對每個欄位
  • 版面配置:視覺指導

測試假設

可供A/B測試的想法及預期結果


實驗構想

表單結構實驗

佈局與流程

  • 單步驟表單 vs. 多步驟表單附進度條
  • 1欄 vs. 2欄欄位佈局
  • 表單嵌入頁面 vs. 獨立頁面
  • 垂直 vs. 水平欄位對齊
  • 表單在摺頁上方 vs. 內容之後

欄位優化

  • 減少到最小可行欄位
  • 新增或移除電話號碼欄位
  • 新增或移除公司/組織欄位
  • 測試必填與選填欄位的平衡
  • 使用欄位豐富化自動填入已知資料
  • 對回訪/已知訪客隱藏欄位

智慧表單

  • 新增電子郵件和電話號碼的即時驗證
  • 漸進式分析(隨著時間詢問更多)
  • 基於先前答案的條件欄位
  • 公司名稱自動建議

文案與設計實驗

標籤與微文案

  • 測試欄位標籤的清晰度與長度
  • 佔位文字優化
  • 輔助文字:顯示 vs. 隱藏 vs. 懸停
  • 錯誤訊息語氣(友善 vs. 直接)

CTA與按鈕

  • 按鈕文字變化("送出" vs. "取得我的報價" vs. 特定行動)
  • 按鈕顏色與大小測試
  • 按鈕相對於欄位的位置

信任元素

  • 在表單附近加入隱私保證
  • 在提交按鈕旁顯示信任徽章
  • 在表單附近加入見證
  • 顯示預計回覆時間

特定表單類型實驗

示範請求表單

  • 測試有/無電話號碼必填
  • 新增「偏好的聯絡方式」選擇
  • 包含「您最大的挑戰是什麼?」問題
  • 測試嵌入日曆 vs. 表單提交

潛在客戶獲取表單

  • 僅電子郵件 vs. 電子郵件+姓名
  • 測試表單上方的價值主張訊息
  • 封閉式 vs. 開放式內容策略
  • 提交後的豐富化問題

聯絡表單

  • 新增部門/主題路由下拉式選單
  • 測試有/無訊息欄位必填
  • 顯示其他聯絡方式(即時通訊、電話)
  • 預計回覆時間訊息

行動裝置與UX實驗

  • 行動裝置更大的觸控目標
  • 根據欄位測試適當的鍵盤類型
  • 行動裝置固定提交按鈕
  • 頁面載入時自動聚焦第一個欄位
  • 測試表單容器樣式(卡片 vs. 極簡)

任務特定問題

  1. 您目前的表單完成率是多少?
  2. 您是否有欄位層級的分析資料?
  3. 提交後資料會如何處理?
  4. 後續追蹤中實際使用了哪些欄位?
  5. 是否有合規/法律要求?
  6. 行動裝置與桌機的使用比例是多少?

相關技能

  • signup-flow-cro:用於帳戶建立表單
  • popup-cro:用於彈出視窗/模態框中的表單
  • page-cro:用於包含表單的頁面
  • ab-test-setup:用於測試表單變更

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

LeoYeAI/openclaw-marketing-skills

When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," or "how long should I run this test." Use this whenever someone is comparing two approaches and wants to measure which performs better. For tracking implementation, see analytics-tra

LeoYeAI/openclaw-marketing-skills

When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' 'ad performance optimization,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' or 'I need more ad variations.' Use this whenever someone needs to produce ad copy at scale or iterate on existing ads. For campaign strategy and targeting, see paid-ads. For landing page copy, see copywriting.

LeoYeAI/openclaw-marketing-skills

When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimization,' 'AI Overviews,' 'optimize for ChatGPT,' 'optimize for Perplexity,' 'AI citations,' 'AI visibility,' 'zero-click search,' 'how do I show up in AI answers,' 'LLM mentions,' or 'optimize for Claude/Gemini.' Use this whenever someone wants their content to be cited or surfaced by AI assistants and AI search engines. For traditional technical and on-page SEO audits, see seo-audit. For structured data implementation, see schema-markup.

LeoYeAI/openclaw-marketing-skills

When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," "tracking plan," "how do I measure this," "track conversions," "attribution," "Mixpanel," "Segment," "are my events firing," or "analytics isn't working." Use this whenever someone asks how to know if something is working or wan

LeoYeAI/openclaw-marketing-skills

When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit survey,' 'pause subscription,' 'involuntary churn,' 'people keep canceling,' 'churn rate is too high,' 'how do I keep users,' or 'customers are leaving.' Use this whenever someone is losing subscribers o

LeoYeAI/openclaw-marketing-skills

Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, sales development emails, or SDR emails. Also use when the user mentions "cold outreach," "prospecting email," "outbound email," "email to leads," "reach out to prospects," "sales email," "follow-up email sequence," "nobody's replying to my emails," or "how do I write a cold email." Covers subject lines, opening lines, body copy, CTAs, p

LeoYeAI/openclaw-marketing-skills

When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' 'competitive landing pages,' 'how do we compare to X,' 'battle card,' or 'competitor teardown.' Use this for any content that positions your product against competitors. Covers four formats: singular alternative, plural alternatives, you v

LeoYeAI/openclaw-marketing-skills

When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," "content planning," "editorial calendar," "content marketing," "content roadmap," "what content should I create," "blog topics," "content pillars," or "I don't know what to write." Use this whenever someone needs help deciding what content to produce,

LeoYeAI/openclaw-marketing-skills

When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' 'copy sweep,' 'tighten this up,' 'this reads awkwardly,' 'clean up this text,' 'too wordy,' or 'sharpen the messaging.' Use this when the user already has copy and wants it improved rather than rewritten from scratch. For writing new copy, see copywriting.

LeoYeAI/openclaw-marketing-skills

When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this copy," "rewrite this page," "marketing copy," "headline help," "CTA copy," "value proposition," "tagline," "subheadline," "hero section copy," "above the fold," "this copy is weak," "make this more compelling," or "help me describe my product." Use this whenever s

LeoYeAI/openclaw-marketing-skills

When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," "lifecycle emails," "trigger-based emails," "email funnel," "email workflow," "what emails should I send," "welcome series," or "email cadence." Use this for any multi-email automated flow. For cold out

LeoYeAI/openclaw-marketing-skills

When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free tool," "marketing tool," "calculator," "generator," "interactive tool," "lead gen tool," "build a tool for leads," "free resource," "ROI calculator," "grader tool," "audit tool," "should I build a free tool," or "tools for lead gen." Use this whenever someone wants to build something useful and give

LeoYeAI/openclaw-marketing-skills

Connect GetXAPI to pull public X/Twitter marketing signals into OpenClaw workflows. Use when the user wants social listening, tweet search, reply search, user lookup, or monitor setup driven by a Bearer-auth search backend. Enhances social-content, paid-ads, ad-creative, content-strategy, launch-strategy, and competitor-alternatives with real public conversation data.

LeoYeAI/openclaw-marketing-skills

Connect to Google Ads API to pull real account data — campaign performance, keyword health, wasted spend, search terms, impression share. Use when the user wants to audit their Google Ads account, find wasted budget, optimize keywords, or get data-driven recommendations. Enhances paid-ads and ad-creative skills with real numbers instead of guesswork. Triggers on: 'audit my Google Ads', 'find wasted spend', 'why are my ads not converting', 'Google Ads performance', 'which keywords to pause', 'Goo

LeoYeAI/openclaw-marketing-skills

When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'how do I launch this,' 'launch checklist,' 'GTM plan,' or 'we're about to ship.' Use this whenever someone is preparing to release something publicly. For ongoing marketing after launch, see marketing-ideas.

LeoYeAI/openclaw-marketing-skills

When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation. Also use when the user mentions "lead magnet," "gated content," "content upgrade," "downloadable," "ebook," "cheat sheet," "checklist," "template download," "opt-in," "freebie," "PDF download," "resource library," "content offer," "email capture content," "Notion template," "spreadsheet template," or "what should I give away for emails." Use this for planning what to create and how to distribute

LeoYeAI/openclaw-marketing-skills

When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' 'ideas to grow,' 'what else can I try,' 'I don't know how to market this,' 'brainstorm marketing,' or 'what marketing should I do.' Use this as a starting point whenever someone is stuck or looking for inspiration on how to grow. For specific channel execution, see the relevant skill (paid-ads, social-content, email-sequence, etc.).

LeoYeAI/openclaw-marketing-skills

When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' 'consumer behavior,' 'anchoring,' 'social proof,' 'scarcity,' 'loss aversion,' 'framing,' or 'nudge.' Use this whenever someone wants to understand or leverage how people think and make decisions in a marketing context.

LeoYeAI/openclaw-marketing-skills

Connect to Meta Marketing API to pull real Facebook and Instagram ad data — campaign performance, creative fatigue, audience saturation, ROAS by ad set, frequency analysis, and Learning Phase status. Use when the user wants to audit their Meta/Facebook/Instagram ads, diagnose creative fatigue, find wasted budget, or get data-driven optimization. Enhances paid-ads and ad-creative skills with real Meta data. Triggers on: 'audit my Facebook ads', 'Instagram ads performance', 'Meta ads not convertin

LeoYeAI/openclaw-marketing-skills

When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experience," "empty states," "onboarding checklist," "aha moment," "new user experience," "users aren't activating," "nobody completes setup," "low activation rate," "users sign up but don't use the product," "time to value," or "first session experience." Use this whenever users are si

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