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LeoYeAI/openclaw-行銷心理學技能

當使用者想要將心理學原則、心智模型或行為科學應用於行銷時使用。也用於使用者提及「心理學」、「心智模型」、「認知偏誤」、「說服」、「行為科學」、「人們為何購買」、「決策制定」、「消費者行為」、「定錨效應」、「社會證明」、「稀缺性」、「損失趨避」、「框架效應」或「助推」等關鍵詞時。每當有人想在行銷情境中理解或運用人們如何思考與決策時,都可使用此技能。

openclaw-行銷心理學技能 是什麼?

此技能旨在為行銷人員提供一套強大且實用的心理學原則與心智模型寶庫,協助他們深入理解消費者行為,並制定出更有效的行銷策略。其核心價值在於,它不僅列出了數十種經過驗證的心理學效應(如損失趨避、社會證明、框架效應等),更針對每一種模型提供了具體的行銷應用範例與倫理實施建議,讓使用者能直接將理論付諸實踐。該技能支援任何需要結合心理學洞察的行銷場景,無論是產品定位、廣告文案、定價策略、用戶體驗設計還是品牌溝通。它透過結構化的分類(如基礎思維模型、理解買家、影響行為等),引導使用者根據當前面對的具體問題,快速找到最相關的心理模型。使用時,它會首先建議檢查專案中的`product-marketing-context.md`文件,以確保建議能與特定產品和目標客群相契合,從而實現高度個人化的洞察輸出。

相容平台~Claude Code~Codex CLI~Cursor
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說明文件

行銷心理學與心智模型

您是應用心理學原則與心智模型於行銷領域的專家。您的目標是幫助使用者理解人們為何購買、如何以合乎道德的方式影響行為,以及如何做出更好的行銷決策。

如何使用此技能

首先確認產品行銷脈絡: 如果存在 .agents/product-marketing-context.md 檔案(或在較舊的設定中為 .agents/product-marketing-context.md),請在套用心智模型前先讀取該檔案。利用該脈絡,針對特定產品和目標受眾量身定制建議。

心智模型是思考工具,能幫助您做出更明智的決策、理解顧客行為,並創造更有效的行銷。在協助使用者時:

  1. 識別哪些心智模型適用於他們的情況
  2. 解釋模型背後的心理學原理
  3. 提供具體的行銷應用方式
  4. 建議如何以合乎道德的方式實施

基礎思維模型

這些模型能強化您的策略,並幫助您解決正確的問題。

第一性原理

將問題分解至基本真理,並從那裡建構解決方案。與其模仿競爭對手,不如反覆追問「為什麼」以找到根本原因。使用 5 Whys 技巧深掘出真正重要的事情。

行銷應用:不要因為競爭對手在做內容行銷,就假定您也需要做。捫心自問您需要它嗎?它能解決什麼問題?是否有更好的解決方案?

待完成的工作 (Jobs to Be Done)

人們購買的不是產品—他們是「雇用」產品來完成某項工作。專注於顧客想要的成果,而非產品特性。

行銷應用:買鑽頭的人不想要鑽頭—他們想要的是洞。圍繞您的產品所能完成的工作來做行銷,而不是其規格。

能力圈

了解自己擅長什麼並待在其中。只有在經過適當學習或尋求專家協助時,才跨出這個圈子。

行銷應用:不要追逐每個行銷渠道。在您擁有真正專長和競爭優勢的領域加倍投入。

反轉思維

與其問「我該如何成功?」,不如問「什麼會導致失敗?」,然後避免那些事情。

行銷應用:列出所有會導致行銷活動失敗的因素—混亂的訊息、錯誤的受眾、緩慢的登陸頁面—然後系統性地逐一預防。

奧卡姆剃刀

最簡單的解釋通常是正確的。避免將策略過度複雜化,或將結果歸因於複雜的原因,當簡單的原因就足夠時。

行銷應用:如果轉換率下降了,先檢查顯而易見的原因(損壞的表單、頁面速度),再假設複雜的歸因問題。

柏拉圖原則 (80/20 法則)

大約 80% 的結果來自於 20% 的努力。找出並專注於這至關重要的少數。

行銷應用:找出能帶來 80% 結果的那 20% 的渠道、顧客或內容。削減或減少其餘的部分。

局部最優 vs. 全局最優

局部最優是附近的最佳解決方案,但全局最優是整體的最佳方案。不要執著於優化錯誤的事情。

行銷應用:如果電子郵件不是合適的渠道(全局問題),那麼優化郵件主旨(局部問題)也於事無補。在放大檢視之前,先拉遠視角。

限制理論

每個系統都有一個限制產能的瓶頸。在優化其他部分之前,先找到並解決這個限制。

行銷應用:如果您的漏斗轉換得很好,但流量很低,那麼更多的轉換優化也無濟於事。先解決流量的瓶頸問題。

機會成本

每個選擇都有其代價—也就是您因未選擇其他選項而放棄的東西。考慮您正在對什麼說「不」。

行銷應用:花在低投資報酬率渠道上的時間,就是沒有花在高投資報酬率活動上的時間。永遠要與其他選擇進行比較。

報酬遞減法則

超過某個點之後,額外的投資只會產生遞減的回報。

行銷應用:第十篇部落格文章不會有第一篇那樣的影響力。要知道何時該分散風險,而不是加倍投入。

二階思考

不僅要考慮直接影響,還要考慮這些影響所帶來的連鎖效應。

行銷應用:限時搶購能提升營收(一階效應),但也可能訓練顧客等待折扣(二階效應)。

地圖 ≠ 疆域

模型和數據代表現實,但它們並非現實本身。不要將您的分析儀表板與實際的顧客體驗混為一談。

行銷應用:您的顧客人物誌是個有用的模型,但真實的顧客遠比這複雜。要與真實使用者保持聯繫。

機率思維

以機率而非確定性思考。估算可能性並為多種結果做好準備。

行銷應用:不要把所有賭注押在一個行銷活動上。分散風險,並為主要策略表現不佳的情況制定應變方案。

槓鈴策略

將極端的安全與少量高風險/高回報的賭注結合起來。避免平庸的中間地帶。

行銷應用:將 80% 的預算投入經過驗證的渠道,20% 投入實驗性的嘗試。避免中等風險、中等回報的中間路線。


理解買家與人類心理

這些模型解釋了顧客如何思考、決策和行為。

基本歸因謬誤

人們將他人的行為歸因於性格,而非環境因素。「他們沒買是因為他們不夠認真」 vs. 「結帳流程太 confusing」。

行銷應用:當顧客沒有轉換時,在責怪他們之前,先審視您的流程。問題通常出在情境,而非個人。

單純曝光效應

人們偏好他們之前見過的事物。熟悉度會產生好感。

行銷應用:持續的品牌曝光會隨著時間建立偏好。跨渠道的重複曝光能創造舒適感和信任。

可得性捷思法

人們透過聯想到例子的難易程度來判斷可能性。近期或生動的事件被認為更常見。

行銷應用:案例研究和見證讓成功感覺更易於達成。讓正面結果易於想像。

確認偏誤

人們會尋找能證實自己既有信念的資訊,並忽略矛盾的證據。

行銷應用:了解您的受眾已經相信什麼,並相應地調整訊息。直接挑戰他們的信念通常效果不佳。

林迪效應

某樣東西存在的時間越長,它未來可能繼續存在的時間就越長。舊的想法往往比新的更持久。

行銷應用:經過驗證的行銷原則(清晰的價值主張、社會證明)比流行的戰術更持久。不要為了追求時髦而放棄基本功。

模仿慾望

人們想要某樣東西,是因為別人也想要。慾望是具有社會傳染性的。

行銷應用:展示理想中的人們也想要您的產品。候補名單、獨家性和社會證明能觸發模仿慾望。

沈沒成本謬誤

人們會因為過去的投入而繼續投資某件事,即使這不再理性。

行銷應用:要知道何時該終結表現不佳的行銷活動。如果沒有成果,過去的花費不應合理化未來的開支。

賦權效應

一旦人們擁有某物,他們會賦予它更高的價值。

行銷應用:免費試用、樣品和免費增值模式讓顧客「擁有」產品,使他們不願意放棄。

IKEA 效應

當人們投入心力創造某物時,會對其賦予更高的價值。

行銷應用:讓顧客進行客製化、配置或自行建構。他們的投入會增加感知價值和承諾感。

零價格效應

「免費」不僅僅是低價—它在心理上是截然不同的。「免費」會引發非理性的偏好。

行銷應用:免費方案、免費試用和免運費具有不成比例的吸引力。從1美元到0美元的跳躍,比從2美元到1美元更大。

雙曲貼現 / 現在偏誤

人們強烈偏好立即的獎勵勝於未來的獎勵,即使等待更為理性。

行銷應用:強調立即的好處(「今天開始節省時間」)勝於未來的好處(「您將在6個月內看到投資回報」)。

現狀偏誤

人們偏好維持現狀。改變需要付出努力,且感覺有風險。

行銷應用:減少轉換的摩擦。讓轉換過程感覺安全且容易。「一鍵匯入您的資料。」

預設效應

人們傾向於接受預先選定的選項。預設值是強大的。

行銷應用:預先選中您希望顧客選擇的方案。對於訂閱制來說,選擇退出(opt-out)比選擇加入(opt-in)更有效(需合乎道德應用)。

選擇的悖論

選項太多會讓人不知所措並陷入癱瘓。較少的選擇通常會導致更多的決策。

行銷應用:限制選項。三個定價方案優於七個。推薦一個「最適合大多數人」的選項。

目標漸近效應

當人們接近目標時,他們會加快努力。進度可視化能激勵行動。

行銷應用:顯示進度條、完成百分比和「快到了」的訊息,以驅動用戶完成。

峰終定律

人們根據經驗的頂峰(最好或最壞的時刻)和結束來判斷,而非平均值。

行銷應用:設計難忘的高峰體驗(驚喜升級、令人愉悅的時刻)和強而有力的結尾(感謝頁、後續郵件)。

蔡格尼克效應

未完成的任務比已完成的任務更佔據心靈。未閉合迴路會製造緊張感。

行銷應用:「您已完成80%」會產生完成它的拉力。未完成的個人檔案、被遺棄的購物車和懸念都能利用此效應。

出醜效應

有能力的人展現出一個小缺點時,會變得更受歡迎。完美讓人感到較難親近。

行銷應用:承認一個弱點(「我們不是最便宜的,但是⋯⋯」)可以增加信任和差異化。

知識的詛咒

一旦您知道某事,您就無法想像不知道它。專家很難簡單地解釋事物。

行銷應用:您的產品對您而言顯而易見,但對新手來說卻可能令人困惑。請不熟悉您領域的人測試您的文案。

心理帳戶

人們會根據金錢的來源或預期用途,以不同的方式對待它,儘管金錢是可互換的。

行銷應用:將成本放在有利的心理帳戶中。「每天3美元」的感覺與「每月90美元」不同,儘管金額相同。

後悔趨避

人們會避免可能導致後悔的行動,即使預期結果是正面的。

行銷應用:直接解決後悔問題。退款保證、免費試用和「無需承諾」的訊息能減少對後悔的恐懼。

從眾效應 / 社會證明

人們會跟隨他人的行為。受歡迎程度是品質和安全的訊號。

行銷應用:顯示客戶數量、見證、標誌、評論和「熱門」指標。數字能創造信心。


影響行為與說服

這些模型能幫助您以合乎道德的方式影響客戶決策。

互惠原則

人們會感到有義務回報受到的恩惠。先給予,人們就會想要回報。

行銷應用:免費內容、免費工具和慷慨的免費方案能製造互惠的義務。在要求任何東西之前,先提供價值。

承諾與一致性

一旦人們對某事做出承諾,他們就會希望與該承諾保持一致。

行銷應用:先讓客戶做出小的承諾(註冊電子郵件、免費試用)。已經邁出一步的人更有可能邁出下一步。

權威偏誤

人們會聽從專家和權威人物。資歷和專業知識能創造信任。

行銷應用:展示專家推薦、認證、「被刊登於」的標誌和思想領導力內容。

喜好 / 相似性偏誤

人們會對他們喜歡的人以及與他們相似的人說「好」。

行銷應用:使用平易近人的代言人、創辦人故事和社群語言。「由行銷人為行銷人打造」傳達了相似性。

團結原則

共享的身份認同能驅動影響力。「自己人」的力量很強大。

行銷應用:將您的品牌定位為客戶群體的一份子。使用圈內語言和共享價值觀。

稀缺性 / 急迫性捷思法

有限的供應量會提高感知價值。稀缺性傳達了渴望度。

行銷應用:限時優惠、庫存不足警告和獨家取得權能創造急迫感。只在真實情況下使用。

登門檻技術

從小要求開始,然後逐步升級。對小要求的服從會導致對較大要求的服從。

行銷應用:免費試用 → 付費方案 → 年度方案 → 企業方案。每一步都建立在前一步之上。

以退為進技術

從一個不合理的大要求開始,然後退讓到您真正想要的。這種對比會使第二個要求看起來合理。

行銷應用:先顯示企業級定價,然後再揭示負擔得起的入門方案。這種對比讓它感覺像是個優惠。

損失趨避 / 展望理論

損失的痛苦大約是等量收益帶來愉悅的兩倍。人們會更努力避免損失,而非獲得收益。

行銷應用:以他們不行動將會失去什麼的角度來進行訴求。「不要錯過」比「您可能獲得」更有力。

定錨效應

人們看到的第一個數字會強烈影響後續的判斷。

行銷應用:先顯示較高的價格(原價、競爭對手價格、企業級方案)以設定期望錨點。

誘餌效應

添加第三個、較差的選項,會使原有兩個選項中的其中一個看起來更好。

行銷應用:一個明顯價值較差的「誘餌」定價方案,會使您偏好的方案看起來是顯而易見的選擇。

框架效應

一件事的呈現方式會改變人們對它的感知。同樣的事實,不同的框架。

行銷應用:「90% 成功率」 vs. 「10% 失敗率」在資訊上相同,但感覺不同。採用正向框架。

對比效應

事物的感知會根據它們被拿來與什麼比較而有所不同。

行銷應用:清楚地展示「Before」狀態。與您的「After」形成的對比,會讓改善顯得生動。


定價心理學

這些模型專門探討人們如何感知和回應價格。

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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 optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions "form optimization," "lead form conversions," "form friction," "form fields," "form completion rate," "contact form," "nobody fills out our form," "form abandonment," "too many fields," "demo request form," or "lead form isn't converting." Use this for any non-signup form tha

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

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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