# MAYAGI 转化素材案例索引

Purpose: fast lookup from benchmark case -> transferable MAYAGI material move. Single-case notes stay here; only repeated stable rules are promoted into the skill.

## Summary

- Total candidates: 255
- Selected candidates: 25
- Analyzed cases: 25
- Downloaded videos: 25
- ASR complete: 25

## How To Use

- New SKU matrix: search this file by `pain_proof`, `scene_stack`, `category_reframe`, `proof_order`, `material_testing`, or `generated_support`.
- Keep the case as evidence; do not promote its exact wording into the skill unless the pattern repeats across cases.
- Use `success_proxy` as proxy only. Do not claim exact conversion unless the source proves it.

## category_reframe

### 7645209708839701770 · operator/AI short-drama · medium

- Query: 美妆带货爆款素材
- Hook type: contrarian insight + hidden commonality
- Hook summary: Shows several viral examples, then says most people missed the same hidden pattern: AI short-drama commerce material.
- Visual pattern: example montage -> screen/tool demo -> output clip
- MAYAGI transfer: Use 'you thought X, actually Y' reframe. For MAYAGI: viewer thinks '夹趾=随便/磨脚', actually 'soft protector + T line + quiet styling'.
- Do not copy: Short-drama format itself may not fit MAYAGI premium shoe tone; copy the reframe and proof sequence, not the drama style.
- Success proxy: 爆款,跑量
- Source: https://www.douyin.com/video/7645209708839701770
- Desc: 我扒了千川跑量爆款，发现一个反常识真相！ #AI#短剧素材 #创意大师 #短剧带货 #千川素材

### 7645300807530069482 · fashion · medium

- Query: 夏季穿搭带货素材
- Hook type: self_mood_outfit_identity
- Hook summary: 用“打扮不是为了见人，而是今天心情很好”建立穿搭的自我愉悦理由，但整条重复同一段，产品信息和场景推进弱。
- Visual pattern: outfit/mood montage likely carries desire, but ASR text loops and lacks product-proof progression
- MAYAGI transfer: Useful only as a homepage soft-seed emotional wrapper: L7825 can use “不是为了见谁，是让自己今天更轻松好看” as a scene mood, but must quickly add actual shoe reason: toe comfort, T-strap line, and where to wear it.
- Do not copy: Do not loop the same emotional sentence. Do not rely on self-love copy without visible product proof or scene progression.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645300807530069482
- Desc: 新款到货啦，以前喜欢买衣服 现在好了 穿不完的版 熨不完的衣服 理不完的货 拼命工作的样子虽然很狼狈 但是很优秀#适合夏季出游穿的甜美风连衣裙推荐 #夏日新款分享 #度假裙拿捏夏日氛围感 #服装人上新 #新品穿搭你喜欢吗

### 7592223442477354274 · food/creative_tooling · medium

- Query: 食品带货爆款素材
- Hook type: automation_volume_promise
- Hook summary: 以“2分钟剪出上百条原创带货素材、不用实拍不用买样品”做强钩子，卖的是素材量产效率，而不是单条内容审美。
- Visual pattern: screen-record tutorial with tool UI proof; source collection -> watermark/subtitle removal -> AI generation -> preview multiple variants
- MAYAGI transfer: Use as an automation boundary case: AI and tools can help generate variants, hooks, captions, and no-mouth support visuals, but MAYAGI shoe conversion still needs real A mouth-sync, real on-foot proof, and clear proof order. Useful for building batch workflows and avoiding samey manual edits; not a substitute for wife trust or shoe-foot evidence.
- Do not copy: Do not copy the no-sample/no-real-shoot promise for MAYAGI. Do not let generated outfit images or AI-cut montages replace real try-on proof. Do not equate “原创过审/量大” with conversion quality.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7592223442477354274
- Desc: 两分钟一条原创带货视频，26年新教程 #热点 #短视频带货 #短视频教程 #短视频剪辑教程

### 7645237412553236603 · shoe/body-shape · high

- Query: 脚宽凉鞋推荐
- Hook type: body anxiety reframe / measurable proof
- Hook summary: Starts from梨形/粗腿/脚宽/no ankle anxiety, refutes bad shoe advice, then demonstrates shoe design by widths, coverage, stability, leg-line effect, and honest caveats.
- Visual pattern: on-foot/body demonstration with close proof and self-disclosure
- MAYAGI transfer: For MAYAGI: this is closest to L7825 buyer psychology. Use hooks around “夹趾/脚宽/脚背高/没有脚脖子/显腿长但不累”; prove with actual foot contact, strap geometry, toe protector, stability, and honest caveats.
- Do not copy: Do not copy crude slang or overly comedic body-shaming tone; adapt the underlying empathy.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645237412553236603
- Desc: 梨形腿粗巨显腿长腿细的6双夏天鞋子！ #梨形身材 #梨形身材穿搭 #粗腿 #显瘦穿搭 #显腿长腿细的鞋子推荐

### 7645323157684225890 · shoe · high

- Query: 脚宽凉鞋推荐
- Hook type: wide_foot_fit_price_reframe
- Hook summary: 先用“能穿到42码的小凉拖如果卖一两百我不会推荐”降低价格/尺码疑虑，再切入宽脚胖脚真实痛点。
- Visual pattern: host-led shoe try-on/proof; foot-in-shoe fit proof arrives before general styling; pressure/softness proof follows
- MAYAGI transfer: Strong MAYAGI transfer for comfort/pain videos: start from a concrete foot anxiety (宽脚/脚背/显胖/夹脚), prove it visually on foot, then add styling scene. For L7825, map to toe-post protector + T-strap line + low-heel comfort instead of broad generic comfort.
- Do not copy: Do not copy the cheap-price tone or “一双才多少钱” as main brand posture. Keep the concrete foot-anxiety proof, not the bargain shouting.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645323157684225890
- Desc: 大脚女生专属凉拖鞋，41码42码轻松驾驭#脚宽脚胖都可以 #你鞋真好看 #夏季凉鞋 #拖鞋推荐

## generated_support

### 7645209708839701770 · operator/AI short-drama · medium

- Query: 美妆带货爆款素材
- Hook type: contrarian insight + hidden commonality
- Hook summary: Shows several viral examples, then says most people missed the same hidden pattern: AI short-drama commerce material.
- Visual pattern: example montage -> screen/tool demo -> output clip
- MAYAGI transfer: Use 'you thought X, actually Y' reframe. For MAYAGI: viewer thinks '夹趾=随便/磨脚', actually 'soft protector + T line + quiet styling'.
- Do not copy: Short-drama format itself may not fit MAYAGI premium shoe tone; copy the reframe and proof sequence, not the drama style.
- Success proxy: 爆款,跑量
- Source: https://www.douyin.com/video/7645209708839701770
- Desc: 我扒了千川跑量爆款，发现一个反常识真相！ #AI#短剧素材 #创意大师 #短剧带货 #千川素材

### 7644898434382562474 · fashion/live-outfit · medium

- Query: 通勤穿搭带货视频
- Hook type: scene-stacked live styling
- Hook summary: Live-style outfit try-on stacks five sets, constantly links fabric/comfort/color/accessory to scenes.
- Visual pattern: live fitting room dialogue, product try-on, accessory swaps
- MAYAGI transfer: For MAYAGI: scene videos should show outfit ecosystem, not isolated shoes. Use “commute / travel / dinner / vacation” with bag, hemline, trouser/skirt choice. Generated outfit stills can fill missing clothing scenes if shoe remains faithful.
- Do not copy: Do not copy noisy live-shop chatter or too many SKUs; MAYAGI single-SKU material needs tighter narrative.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7644898434382562474
- Desc: 喜欢哪套评论区告诉我呀#每日搭配分享 #创作者中心 #创作灵感 #实体店女装 #搭配分享

### 7592223442477354274 · food/creative_tooling · medium

- Query: 食品带货爆款素材
- Hook type: automation_volume_promise
- Hook summary: 以“2分钟剪出上百条原创带货素材、不用实拍不用买样品”做强钩子，卖的是素材量产效率，而不是单条内容审美。
- Visual pattern: screen-record tutorial with tool UI proof; source collection -> watermark/subtitle removal -> AI generation -> preview multiple variants
- MAYAGI transfer: Use as an automation boundary case: AI and tools can help generate variants, hooks, captions, and no-mouth support visuals, but MAYAGI shoe conversion still needs real A mouth-sync, real on-foot proof, and clear proof order. Useful for building batch workflows and avoiding samey manual edits; not a substitute for wife trust or shoe-foot evidence.
- Do not copy: Do not copy the no-sample/no-real-shoot promise for MAYAGI. Do not let generated outfit images or AI-cut montages replace real try-on proof. Do not equate “原创过审/量大” with conversion quality.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7592223442477354274
- Desc: 两分钟一条原创带货视频，26年新教程 #热点 #短视频带货 #短视频教程 #短视频剪辑教程

### 7645284286799717745 · live · medium

- Query: 女鞋直播间切片
- Hook type: live_room_fit_urgency_cta
- Hook summary: 短直播引流切片，用低价/消费券/人手多双制造即时进直播间理由，同时塞入尺码拍法和退货提醒。
- Visual pattern: short live-room host cut; likely product/live-room context rather than polished standalone proof
- MAYAGI transfer: Use only as live-room trust/CTA support after a product-proof clip. MAYAGI can borrow the compact “进直播间理由 + 尺码拍法” ending, especially for retargeting or直播预热视频, but first-touch ads still need visible shoe proof earlier.
- Do not copy: Do not make the whole MAYAGI material only price/coupon urgency. It lacks enough shoe proof and would lower brand tone if used as the first touch.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645284286799717745
- Desc: 618超炸新款来袭～ 宽胖脚姐妹快进直播间！#脚宽脚胖都可以 #大码女鞋 #静哥加宽大码女鞋 #夏款上新 #谁穿谁好看

### 7645214195038549425 · script/AI tool · medium

- Query: 带货短视频脚本
- Hook type: dialogue contradiction
- Hook summary: A dialogue creates disbelief: how can you publish many videos daily and still sleep? Answer: AI workflow.
- Visual pattern: dialogue + screen/tool + generated sample
- MAYAGI transfer: Dialogue hook can be used carefully for objections: '夹趾不都磨脚吗?' '先看这个位置.' But MAYAGI should avoid gimmicky dialogue unless testing a separate variant.
- Do not copy: AI-tool ad tone is not MAYAGI brand tone.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645214195038549425
- Desc: AI 做门店宣传视频太好用了 #AI带货 #短视频带货#带货达人

### 7645253043792968442 · script/womenswear editing · medium

- Query: 带货短视频脚本
- Hook type: workflow pain + golden structure claim
- Hook summary: Starts with the pain of cutting one直播切片, then claims AI can reorganize into golden three-second opening, selling point, burst point, closing seeding.
- Visual pattern: screen recording/tutorial
- MAYAGI transfer: Important structure phrase: golden 3s opening -> selling point -> burst point -> closing seeding. This maps to our automation pipeline.
- Do not copy: Tool-specific workflow, not consumer material.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645253043792968442
- Desc: 自己剪辑效率慢 那就让 ai 来辅助吧 #短视频带货 #女装切片授权 #剪辑 #新手 #ai

### 7623681139093343522 · live/editing · high

- Query: 直播间引流短视频素材
- Hook type: winner iteration / preset workflow
- Hook summary: Shows how to take a clip that already sells, preserve its working opening, then swap supporting visuals, images, masks, order, and subtitles to create efficient new edits.
- Visual pattern: screen tutorial with editing examples
- MAYAGI transfer: For MAYAGI: once L7825 has a winning structure, save hook/opening/sentence templates as reusable modules. Use generated/product/detail assets as overlays only when they prove the sentence. First version should prioritize structure, not decorative de-duplication.
- Do not copy: Do not use mirror/de-dup tricks that distort shoes or cheapen brand; do not reuse a hook if the product claim no longer fits.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7623681139093343522
- Desc: 【爆款直播切片短视频如何剪出来？出了爆款视频该如何去高效复制产出？】看完这条视频你就明白了！

### 7645311209017422778 · script/apparel AI material · high

- Query: 带货短视频脚本
- Hook type: low-cost production claim + sample first
- Hook summary: Shows an AI-made product video result first, then proof of product selling script, then reveals production workflow.
- Visual pattern: show finished generated material before explaining workflow
- MAYAGI transfer: For generated outfit images: result-first matters. Show a high-quality outfit scene quickly, then real proof. Internally, use benchmark script/storyboard extraction.
- Do not copy: Fully AI真人口播 may reduce trust for MAYAGI; use generated images as scene layer, not visible-mouth replacement.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645311209017422778
- Desc: 各类电商产品都适用的AI实操流程来了！ #ai电商  #ai教程 #ai带货 #ai短视频创业#ai服装

## material_testing

### 7628144145282735851 · creative/operator · medium-high

- Query: 千川素材前贴
- Hook type: cold-start /追投 workflow
- Hook summary: Explains that new素材 lack base spend weight and追投 should activate materials, not replace content quality.
- Visual pattern: operator lecture / screen explanation
- MAYAGI transfer: For MAYAGI: after a clip is made, separate content test from投放操作. A video’s first job is to earn positive signal; paid support should not disguise weak material. Old素材 may need pruning in actual accounts.
- Do not copy: Do not let投放技巧 replace video craft; also do not set hard budgets without account data.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7628144145282735851
- Desc: 全域追投素材，测试素材，素材追投的全部技巧。 #千川投放技巧 #千川

### 7645300807530069482 · fashion · medium

- Query: 夏季穿搭带货素材
- Hook type: self_mood_outfit_identity
- Hook summary: 用“打扮不是为了见人，而是今天心情很好”建立穿搭的自我愉悦理由，但整条重复同一段，产品信息和场景推进弱。
- Visual pattern: outfit/mood montage likely carries desire, but ASR text loops and lacks product-proof progression
- MAYAGI transfer: Useful only as a homepage soft-seed emotional wrapper: L7825 can use “不是为了见谁，是让自己今天更轻松好看” as a scene mood, but must quickly add actual shoe reason: toe comfort, T-strap line, and where to wear it.
- Do not copy: Do not loop the same emotional sentence. Do not rely on self-love copy without visible product proof or scene progression.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645300807530069482
- Desc: 新款到货啦，以前喜欢买衣服 现在好了 穿不完的版 熨不完的衣服 理不完的货 拼命工作的样子虽然很狼狈 但是很优秀#适合夏季出游穿的甜美风连衣裙推荐 #夏日新款分享 #度假裙拿捏夏日氛围感 #服装人上新 #新品穿搭你喜欢吗

### 7592223442477354274 · food/creative_tooling · medium

- Query: 食品带货爆款素材
- Hook type: automation_volume_promise
- Hook summary: 以“2分钟剪出上百条原创带货素材、不用实拍不用买样品”做强钩子，卖的是素材量产效率，而不是单条内容审美。
- Visual pattern: screen-record tutorial with tool UI proof; source collection -> watermark/subtitle removal -> AI generation -> preview multiple variants
- MAYAGI transfer: Use as an automation boundary case: AI and tools can help generate variants, hooks, captions, and no-mouth support visuals, but MAYAGI shoe conversion still needs real A mouth-sync, real on-foot proof, and clear proof order. Useful for building batch workflows and avoiding samey manual edits; not a substitute for wife trust or shoe-foot evidence.
- Do not copy: Do not copy the no-sample/no-real-shoot promise for MAYAGI. Do not let generated outfit images or AI-cut montages replace real try-on proof. Do not equate “原创过审/量大” with conversion quality.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7592223442477354274
- Desc: 两分钟一条原创带货视频，26年新教程 #热点 #短视频带货 #短视频教程 #短视频剪辑教程

### 7609511764280024500 · live/operator · medium

- Query: 直播间引流短视频素材
- Hook type: contentized live-room retention
- Hook summary: Argues live selling needs content, not hard ads; retention comes from useful/interesting content wrapping product logic.
- Visual pattern: operator teaching format
- MAYAGI transfer: For MAYAGI:素材 that pushes live-room should feel like useful shoe/style content first, then entry reason. “进直播间” is stronger after viewer feels taste/trust, not before.
- Do not copy: Do not overfit to live training jargon; need actual consumer-facing materials.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7609511764280024500
- Desc: 直播带货要做内容，人们不喜欢看硬广，内容化直播可以增加停留#直播带货#直播电商#直播运营#直播话术#主播培训

### 7630660723433673393 · live/operator · medium

- Query: 直播间引流短视频素材
- Hook type: live-room video intervention timing
- Hook summary: Frames直播间爆 as product or video, then gives pre-live timing: post videos before live, heat good ones, drive homepage/live traffic.
- Visual pattern: operator lecture, no product proof
- MAYAGI transfer: For MAYAGI: if a SKU performs in live, prepare several素材 before the next live and use them as content-pool/live-entry support. Product viability comes before amplification.
- Do not copy: Do not assume “8倍” is guaranteed; treat as operator claim/proxy only.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7630660723433673393
- Desc: 全域配豆荚打爆视频引流直播间实操介入要素节点时机以及注意的点#视频打爆 #视频叠爆 #全域投放 #直播运营 #直播带货

### 7645214195038549425 · script/AI tool · medium

- Query: 带货短视频脚本
- Hook type: dialogue contradiction
- Hook summary: A dialogue creates disbelief: how can you publish many videos daily and still sleep? Answer: AI workflow.
- Visual pattern: dialogue + screen/tool + generated sample
- MAYAGI transfer: Dialogue hook can be used carefully for objections: '夹趾不都磨脚吗?' '先看这个位置.' But MAYAGI should avoid gimmicky dialogue unless testing a separate variant.
- Do not copy: AI-tool ad tone is not MAYAGI brand tone.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645214195038549425
- Desc: AI 做门店宣传视频太好用了 #AI带货 #短视频带货#带货达人

### 7593194724521938222 · creative/operator · high

- Query: 千川素材前贴
- Hook type: pain + myth-busting operations
- Hook summary: Starts from operator pain: new materials cannot spend while ROI drops, then attacks lazy advice and lists five mistakes.
- Visual pattern: talking-head/operator lecture; structure matters more than visuals
- MAYAGI transfer: For MAYAGI: build 5-10 genuinely different素材, not dozens of cosmetic cuts; define variable as hook/script/actor/scene/proof order. Track old素材压制 and do not conclude a new clip failed if it was buried.
- Do not copy: Do not apply operator numeric thresholds blindly; use as testing discipline, not exact MAYAGI budget rule.
- Success proxy: ROI
- Source: https://www.douyin.com/video/7593194724521938222
- Desc: 千川投流素材起量5个误区，roi调整技巧，全域推广底层逻辑 #千川素材  #千川投放技巧  #全域推广  #那村儿风起  #直播电商

### 7619428776648117504 · creative/operator · high

- Query: 千川素材前贴
- Hook type: metric framework / material library
- Hook summary: Promises to expose material logic, then frames AB testing, visualized selling points,素材库, and data metrics.
- Visual pattern: screen/talking framework, not product demonstration
- MAYAGI transfer: For MAYAGI: review each candidate by 3s hook, 10s first proof, framework completion, and viewer-buyer match. “卖点可视化” should become sentence-to-visual-job mapping.
- Do not copy: Do not copy aggressive “底裤” tone; preserve MAYAGI quiet brand voice.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7619428776648117504
- Desc: 扒掉千川素材的底裤，这条视频看完还研究什么短视频！！！ #千川素材 #AIGC #素材种草 #素材库 #素材

### 7644919252630532058 · creative · high

- Query: 即创爆款素材裂变
- Hook type: material_pipeline_direction_structure_batch
- Hook summary: 把云图、巨量创意、极创串成爆款素材流水线：先定人群方向，再拆跑量结构，再批量生产测试。
- Visual pattern: operator/consultant talking-head plus likely platform screenshots; framework explanation rather than product ad
- MAYAGI transfer: High transfer to MAYAGI production system: use XHS/TikHub to define audience direction, benchmark/case DB to拆结构, then generate a batch matrix with separated variables. This validates our workflow design but should feed planning, not become customer-facing copy.
- Do not copy: Do not outsource MAYAGI’s creative decision to AIGC batch generation alone. Do not test many variants whose only difference is tool-generated wording; variables must differ in hook, proof order, scene, or asset class.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7644919252630532058
- Desc: 巨量创意这样用封面副标题90%的人只用来“看”，没用来“拆” 想做出爆款素材？先学会拆解爆款的3个核心元素。#广告代运营 #巨量创意 #爆款素材 #汪百万

### 7643856077373312379 · live/operator · high

- Query: 直播间引流素材
- Hook type: potential-material identification
- Hook summary: Argues that tools cannot save weak素材; first identify if material itself is worth scaling using展现/点击/转化/成本 patterns.
- Visual pattern: operator lecture with data framework
- MAYAGI transfer: For MAYAGI: establish a material scoring sheet before scaling: hook retention, first-proof clarity, product-click/live-entry signal, cost direction. Do not keep editing a topic that has no natural or paid signal.
- Do not copy: Do not turn this into rigid universal thresholds; use relative-to-account baselines.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7643856077373312379
- Desc: 视频打爆视频叠爆 素材数据的甄别，素材的识别以及打爆的操作！#视频打爆直播间 #视频叠爆 #全域电商 #主播 #运营

### 7644877984012307738 · operator/beauty teardown · high

- Query: 千川爆款素材
- Hook type: problem confrontation + transformation proof
- Hook summary: Starts by naming latest爆量素材 and immediately shows a painful body-skin problem, then transformation and ingredient/trust proof.
- Visual pattern: problem closeup/dialogue -> transformation -> product/mechanism proof
- MAYAGI transfer: For comfort video: pain confrontation first ('夹趾磨脚') -> show soft protector -> personal boundary/trust -> action.
- Do not copy: Do not use aggressive shaming tone; MAYAGI should be gentler and more stylish.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7644877984012307738
- Desc: 千川爆款素材拉片：抛光水 #千川 #投放 #抛光水 #618

### 7645260759165280357 · operator/research process · high

- Query: 跑量素材
- Hook type: stop wasting money + data-driven process
- Hook summary: Calls out blind testing, then gives a 3-step method to find and learn from running materials.
- Visual pattern: screen demo + talking tutorial
- MAYAGI transfer: Research workflow: category first, then lifecycle/heat, then script extraction. This supports keeping our material database and not relying on taste alone.
- Do not copy: Not a consumer-facing structure; use as internal research SOP.
- Success proxy: 跑量
- Source: https://www.douyin.com/video/7645260759165280357
- Desc: 考古加创意，三步get跑量好素材 #考古加 #考古加创意 #千川 #投流素材 #千川投放技巧

### 7644070670867656291 · shoe/user-review · high

- Query: 脚宽凉鞋推荐
- Hook type: affordable shoe round-up / wide-foot trust
- Hook summary: Begins with cheap comfortable sandals and creator self-identifies as wide/fat foot, then reviews by comfort, width, anti-slip, outfits, and caveats.
- Visual pattern: real try-on/handheld shoe review; likely on-foot visuals tied to claims
- MAYAGI transfer: For MAYAGI: shoe素材 should include explicit foot-type trust, comfort proof, and honest buyer guidance. Words like 宽脚胖脚、露出来就好看、很仙气、韩系贵气、清凉 are useful semantic angles.
- Do not copy: Do not copy low-price framing; MAYAGI should use the review logic without “便宜” tone.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7644070670867656291
- Desc: 6双便宜好穿的凉拖分享(•̀ᴗ•́)و̑̑ #夏天的拖鞋 #拖鞋选择 #夏日美鞋 #夏季单鞋穿搭指南 #夏日凉鞋推荐 虽然录完才发现漏了一双

## pain_proof

### 7643070009249971825 · bags/luxury-accessory · medium

- Query: 包包带货爆款素材
- Hook type: aspiration / taste anthropology
- Hook summary: Opens with “what do top global rich women carry daily”, then turns luxury bags into taste/status case studies.
- Visual pattern: talking expert over reference images; value comes from taste commentary + social proof images
- MAYAGI transfer: For MAYAGI premium tone: explain shoes as taste decisions, e.g. “轻松但不随便”, “银色/琥珀跟像配饰”, with concrete outfit wearer scenes. Useful for brand-feel and scene videos, not hard comfort proof.
- Do not copy: Do not copy luxury-name-dropping or long list format; MAYAGI needs shorter conversion path and real shoe proof.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7643070009249971825
- Desc: 全球顶级贵妇们，最近都背什么包？ #明星 #包包 #好物分享 #时髦单品 #时尚

### 7644878507230694697 · beauty/operator · medium

- Query: 美妆带货爆款素材
- Hook type: framework_teardown / reusable opening formulas
- Hook summary: Promises three directly reusable爆款带货 openings, then gives pattern examples across tea, perfume, food/beauty.
- Visual pattern: talking tutorial + example text/material snippets; value is formula density, not cinematic proof
- MAYAGI transfer: Build a hook bank: pain-product mapping, 'designer understands women', contradiction/crossover. For L7825: '怕夹趾/怕随便/怕累' mapping to soft protector, T strap, low heel.
- Do not copy: Do not use cheap pun/crossover hook if it breaks MAYAGI quiet tone.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7644878507230694697
- Desc: 三个爆款带货短视频开头 #大魔王电商 #带货短视频 #全域电商 #全域素材

### 7645209708839701770 · operator/AI short-drama · medium

- Query: 美妆带货爆款素材
- Hook type: contrarian insight + hidden commonality
- Hook summary: Shows several viral examples, then says most people missed the same hidden pattern: AI short-drama commerce material.
- Visual pattern: example montage -> screen/tool demo -> output clip
- MAYAGI transfer: Use 'you thought X, actually Y' reframe. For MAYAGI: viewer thinks '夹趾=随便/磨脚', actually 'soft protector + T line + quiet styling'.
- Do not copy: Short-drama format itself may not fit MAYAGI premium shoe tone; copy the reframe and proof sequence, not the drama style.
- Success proxy: 爆款,跑量
- Source: https://www.douyin.com/video/7645209708839701770
- Desc: 我扒了千川跑量爆款，发现一个反常识真相！ #AI#短剧素材 #创意大师 #短剧带货 #千川素材

### 7645300807530069482 · fashion · medium

- Query: 夏季穿搭带货素材
- Hook type: self_mood_outfit_identity
- Hook summary: 用“打扮不是为了见人，而是今天心情很好”建立穿搭的自我愉悦理由，但整条重复同一段，产品信息和场景推进弱。
- Visual pattern: outfit/mood montage likely carries desire, but ASR text loops and lacks product-proof progression
- MAYAGI transfer: Useful only as a homepage soft-seed emotional wrapper: L7825 can use “不是为了见谁，是让自己今天更轻松好看” as a scene mood, but must quickly add actual shoe reason: toe comfort, T-strap line, and where to wear it.
- Do not copy: Do not loop the same emotional sentence. Do not rely on self-love copy without visible product proof or scene progression.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645300807530069482
- Desc: 新款到货啦，以前喜欢买衣服 现在好了 穿不完的版 熨不完的衣服 理不完的货 拼命工作的样子虽然很狼狈 但是很优秀#适合夏季出游穿的甜美风连衣裙推荐 #夏日新款分享 #度假裙拿捏夏日氛围感 #服装人上新 #新品穿搭你喜欢吗

### 7644898434382562474 · fashion/live-outfit · medium

- Query: 通勤穿搭带货视频
- Hook type: scene-stacked live styling
- Hook summary: Live-style outfit try-on stacks five sets, constantly links fabric/comfort/color/accessory to scenes.
- Visual pattern: live fitting room dialogue, product try-on, accessory swaps
- MAYAGI transfer: For MAYAGI: scene videos should show outfit ecosystem, not isolated shoes. Use “commute / travel / dinner / vacation” with bag, hemline, trouser/skirt choice. Generated outfit stills can fill missing clothing scenes if shoe remains faithful.
- Do not copy: Do not copy noisy live-shop chatter or too many SKUs; MAYAGI single-SKU material needs tighter narrative.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7644898434382562474
- Desc: 喜欢哪套评论区告诉我呀#每日搭配分享 #创作者中心 #创作灵感 #实体店女装 #搭配分享

### 7645214195038549425 · script/AI tool · medium

- Query: 带货短视频脚本
- Hook type: dialogue contradiction
- Hook summary: A dialogue creates disbelief: how can you publish many videos daily and still sleep? Answer: AI workflow.
- Visual pattern: dialogue + screen/tool + generated sample
- MAYAGI transfer: Dialogue hook can be used carefully for objections: '夹趾不都磨脚吗?' '先看这个位置.' But MAYAGI should avoid gimmicky dialogue unless testing a separate variant.
- Do not copy: AI-tool ad tone is not MAYAGI brand tone.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645214195038549425
- Desc: AI 做门店宣传视频太好用了 #AI带货 #短视频带货#带货达人

### 7645253043792968442 · script/womenswear editing · medium

- Query: 带货短视频脚本
- Hook type: workflow pain + golden structure claim
- Hook summary: Starts with the pain of cutting one直播切片, then claims AI can reorganize into golden three-second opening, selling point, burst point, closing seeding.
- Visual pattern: screen recording/tutorial
- MAYAGI transfer: Important structure phrase: golden 3s opening -> selling point -> burst point -> closing seeding. This maps to our automation pipeline.
- Do not copy: Tool-specific workflow, not consumer material.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645253043792968442
- Desc: 自己剪辑效率慢 那就让 ai 来辅助吧 #短视频带货 #女装切片授权 #剪辑 #新手 #ai

### 7593194724521938222 · creative/operator · high

- Query: 千川素材前贴
- Hook type: pain + myth-busting operations
- Hook summary: Starts from operator pain: new materials cannot spend while ROI drops, then attacks lazy advice and lists five mistakes.
- Visual pattern: talking-head/operator lecture; structure matters more than visuals
- MAYAGI transfer: For MAYAGI: build 5-10 genuinely different素材, not dozens of cosmetic cuts; define variable as hook/script/actor/scene/proof order. Track old素材压制 and do not conclude a new clip failed if it was buried.
- Do not copy: Do not apply operator numeric thresholds blindly; use as testing discipline, not exact MAYAGI budget rule.
- Success proxy: ROI
- Source: https://www.douyin.com/video/7593194724521938222
- Desc: 千川投流素材起量5个误区，roi调整技巧，全域推广底层逻辑 #千川素材  #千川投放技巧  #全域推广  #那村儿风起  #直播电商

### 7644877984012307738 · operator/beauty teardown · high

- Query: 千川爆款素材
- Hook type: problem confrontation + transformation proof
- Hook summary: Starts by naming latest爆量素材 and immediately shows a painful body-skin problem, then transformation and ingredient/trust proof.
- Visual pattern: problem closeup/dialogue -> transformation -> product/mechanism proof
- MAYAGI transfer: For comfort video: pain confrontation first ('夹趾磨脚') -> show soft protector -> personal boundary/trust -> action.
- Do not copy: Do not use aggressive shaming tone; MAYAGI should be gentler and more stylish.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7644877984012307738
- Desc: 千川爆款素材拉片：抛光水 #千川 #投放 #抛光水 #618

### 7644070670867656291 · shoe/user-review · high

- Query: 脚宽凉鞋推荐
- Hook type: affordable shoe round-up / wide-foot trust
- Hook summary: Begins with cheap comfortable sandals and creator self-identifies as wide/fat foot, then reviews by comfort, width, anti-slip, outfits, and caveats.
- Visual pattern: real try-on/handheld shoe review; likely on-foot visuals tied to claims
- MAYAGI transfer: For MAYAGI: shoe素材 should include explicit foot-type trust, comfort proof, and honest buyer guidance. Words like 宽脚胖脚、露出来就好看、很仙气、韩系贵气、清凉 are useful semantic angles.
- Do not copy: Do not copy low-price framing; MAYAGI should use the review logic without “便宜” tone.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7644070670867656291
- Desc: 6双便宜好穿的凉拖分享(•̀ᴗ•́)و̑̑ #夏天的拖鞋 #拖鞋选择 #夏日美鞋 #夏季单鞋穿搭指南 #夏日凉鞋推荐 虽然录完才发现漏了一双

### 7645323157684225890 · shoe · high

- Query: 脚宽凉鞋推荐
- Hook type: wide_foot_fit_price_reframe
- Hook summary: 先用“能穿到42码的小凉拖如果卖一两百我不会推荐”降低价格/尺码疑虑，再切入宽脚胖脚真实痛点。
- Visual pattern: host-led shoe try-on/proof; foot-in-shoe fit proof arrives before general styling; pressure/softness proof follows
- MAYAGI transfer: Strong MAYAGI transfer for comfort/pain videos: start from a concrete foot anxiety (宽脚/脚背/显胖/夹脚), prove it visually on foot, then add styling scene. For L7825, map to toe-post protector + T-strap line + low-heel comfort instead of broad generic comfort.
- Do not copy: Do not copy the cheap-price tone or “一双才多少钱” as main brand posture. Keep the concrete foot-anxiety proof, not the bargain shouting.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645323157684225890
- Desc: 大脚女生专属凉拖鞋，41码42码轻松驾驭#脚宽脚胖都可以 #你鞋真好看 #夏季凉鞋 #拖鞋推荐

## proof_order

### 7643070009249971825 · bags/luxury-accessory · medium

- Query: 包包带货爆款素材
- Hook type: aspiration / taste anthropology
- Hook summary: Opens with “what do top global rich women carry daily”, then turns luxury bags into taste/status case studies.
- Visual pattern: talking expert over reference images; value comes from taste commentary + social proof images
- MAYAGI transfer: For MAYAGI premium tone: explain shoes as taste decisions, e.g. “轻松但不随便”, “银色/琥珀跟像配饰”, with concrete outfit wearer scenes. Useful for brand-feel and scene videos, not hard comfort proof.
- Do not copy: Do not copy luxury-name-dropping or long list format; MAYAGI needs shorter conversion path and real shoe proof.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7643070009249971825
- Desc: 全球顶级贵妇们，最近都背什么包？ #明星 #包包 #好物分享 #时髦单品 #时尚

### 7644878507230694697 · beauty/operator · medium

- Query: 美妆带货爆款素材
- Hook type: framework_teardown / reusable opening formulas
- Hook summary: Promises three directly reusable爆款带货 openings, then gives pattern examples across tea, perfume, food/beauty.
- Visual pattern: talking tutorial + example text/material snippets; value is formula density, not cinematic proof
- MAYAGI transfer: Build a hook bank: pain-product mapping, 'designer understands women', contradiction/crossover. For L7825: '怕夹趾/怕随便/怕累' mapping to soft protector, T strap, low heel.
- Do not copy: Do not use cheap pun/crossover hook if it breaks MAYAGI quiet tone.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7644878507230694697
- Desc: 三个爆款带货短视频开头 #大魔王电商 #带货短视频 #全域电商 #全域素材

### 7645300807530069482 · fashion · medium

- Query: 夏季穿搭带货素材
- Hook type: self_mood_outfit_identity
- Hook summary: 用“打扮不是为了见人，而是今天心情很好”建立穿搭的自我愉悦理由，但整条重复同一段，产品信息和场景推进弱。
- Visual pattern: outfit/mood montage likely carries desire, but ASR text loops and lacks product-proof progression
- MAYAGI transfer: Useful only as a homepage soft-seed emotional wrapper: L7825 can use “不是为了见谁，是让自己今天更轻松好看” as a scene mood, but must quickly add actual shoe reason: toe comfort, T-strap line, and where to wear it.
- Do not copy: Do not loop the same emotional sentence. Do not rely on self-love copy without visible product proof or scene progression.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645300807530069482
- Desc: 新款到货啦，以前喜欢买衣服 现在好了 穿不完的版 熨不完的衣服 理不完的货 拼命工作的样子虽然很狼狈 但是很优秀#适合夏季出游穿的甜美风连衣裙推荐 #夏日新款分享 #度假裙拿捏夏日氛围感 #服装人上新 #新品穿搭你喜欢吗

### 7592223442477354274 · food/creative_tooling · medium

- Query: 食品带货爆款素材
- Hook type: automation_volume_promise
- Hook summary: 以“2分钟剪出上百条原创带货素材、不用实拍不用买样品”做强钩子，卖的是素材量产效率，而不是单条内容审美。
- Visual pattern: screen-record tutorial with tool UI proof; source collection -> watermark/subtitle removal -> AI generation -> preview multiple variants
- MAYAGI transfer: Use as an automation boundary case: AI and tools can help generate variants, hooks, captions, and no-mouth support visuals, but MAYAGI shoe conversion still needs real A mouth-sync, real on-foot proof, and clear proof order. Useful for building batch workflows and avoiding samey manual edits; not a substitute for wife trust or shoe-foot evidence.
- Do not copy: Do not copy the no-sample/no-real-shoot promise for MAYAGI. Do not let generated outfit images or AI-cut montages replace real try-on proof. Do not equate “原创过审/量大” with conversion quality.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7592223442477354274
- Desc: 两分钟一条原创带货视频，26年新教程 #热点 #短视频带货 #短视频教程 #短视频剪辑教程

### 7645284286799717745 · live · medium

- Query: 女鞋直播间切片
- Hook type: live_room_fit_urgency_cta
- Hook summary: 短直播引流切片，用低价/消费券/人手多双制造即时进直播间理由，同时塞入尺码拍法和退货提醒。
- Visual pattern: short live-room host cut; likely product/live-room context rather than polished standalone proof
- MAYAGI transfer: Use only as live-room trust/CTA support after a product-proof clip. MAYAGI can borrow the compact “进直播间理由 + 尺码拍法” ending, especially for retargeting or直播预热视频, but first-touch ads still need visible shoe proof earlier.
- Do not copy: Do not make the whole MAYAGI material only price/coupon urgency. It lacks enough shoe proof and would lower brand tone if used as the first touch.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645284286799717745
- Desc: 618超炸新款来袭～ 宽胖脚姐妹快进直播间！#脚宽脚胖都可以 #大码女鞋 #静哥加宽大码女鞋 #夏款上新 #谁穿谁好看

### 7630660723433673393 · live/operator · medium

- Query: 直播间引流短视频素材
- Hook type: live-room video intervention timing
- Hook summary: Frames直播间爆 as product or video, then gives pre-live timing: post videos before live, heat good ones, drive homepage/live traffic.
- Visual pattern: operator lecture, no product proof
- MAYAGI transfer: For MAYAGI: if a SKU performs in live, prepare several素材 before the next live and use them as content-pool/live-entry support. Product viability comes before amplification.
- Do not copy: Do not assume “8倍” is guaranteed; treat as operator claim/proxy only.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7630660723433673393
- Desc: 全域配豆荚打爆视频引流直播间实操介入要素节点时机以及注意的点#视频打爆 #视频叠爆 #全域投放 #直播运营 #直播带货

### 7645253043792968442 · script/womenswear editing · medium

- Query: 带货短视频脚本
- Hook type: workflow pain + golden structure claim
- Hook summary: Starts with the pain of cutting one直播切片, then claims AI can reorganize into golden three-second opening, selling point, burst point, closing seeding.
- Visual pattern: screen recording/tutorial
- MAYAGI transfer: Important structure phrase: golden 3s opening -> selling point -> burst point -> closing seeding. This maps to our automation pipeline.
- Do not copy: Tool-specific workflow, not consumer material.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645253043792968442
- Desc: 自己剪辑效率慢 那就让 ai 来辅助吧 #短视频带货 #女装切片授权 #剪辑 #新手 #ai

### 7593194724521938222 · creative/operator · high

- Query: 千川素材前贴
- Hook type: pain + myth-busting operations
- Hook summary: Starts from operator pain: new materials cannot spend while ROI drops, then attacks lazy advice and lists five mistakes.
- Visual pattern: talking-head/operator lecture; structure matters more than visuals
- MAYAGI transfer: For MAYAGI: build 5-10 genuinely different素材, not dozens of cosmetic cuts; define variable as hook/script/actor/scene/proof order. Track old素材压制 and do not conclude a new clip failed if it was buried.
- Do not copy: Do not apply operator numeric thresholds blindly; use as testing discipline, not exact MAYAGI budget rule.
- Success proxy: ROI
- Source: https://www.douyin.com/video/7593194724521938222
- Desc: 千川投流素材起量5个误区，roi调整技巧，全域推广底层逻辑 #千川素材  #千川投放技巧  #全域推广  #那村儿风起  #直播电商

### 7619428776648117504 · creative/operator · high

- Query: 千川素材前贴
- Hook type: metric framework / material library
- Hook summary: Promises to expose material logic, then frames AB testing, visualized selling points,素材库, and data metrics.
- Visual pattern: screen/talking framework, not product demonstration
- MAYAGI transfer: For MAYAGI: review each candidate by 3s hook, 10s first proof, framework completion, and viewer-buyer match. “卖点可视化” should become sentence-to-visual-job mapping.
- Do not copy: Do not copy aggressive “底裤” tone; preserve MAYAGI quiet brand voice.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7619428776648117504
- Desc: 扒掉千川素材的底裤，这条视频看完还研究什么短视频！！！ #千川素材 #AIGC #素材种草 #素材库 #素材

### 7644919252630532058 · creative · high

- Query: 即创爆款素材裂变
- Hook type: material_pipeline_direction_structure_batch
- Hook summary: 把云图、巨量创意、极创串成爆款素材流水线：先定人群方向，再拆跑量结构，再批量生产测试。
- Visual pattern: operator/consultant talking-head plus likely platform screenshots; framework explanation rather than product ad
- MAYAGI transfer: High transfer to MAYAGI production system: use XHS/TikHub to define audience direction, benchmark/case DB to拆结构, then generate a batch matrix with separated variables. This validates our workflow design but should feed planning, not become customer-facing copy.
- Do not copy: Do not outsource MAYAGI’s creative decision to AIGC batch generation alone. Do not test many variants whose only difference is tool-generated wording; variables must differ in hook, proof order, scene, or asset class.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7644919252630532058
- Desc: 巨量创意这样用封面副标题90%的人只用来“看”，没用来“拆” 想做出爆款素材？先学会拆解爆款的3个核心元素。#广告代运营 #巨量创意 #爆款素材 #汪百万

### 7623681139093343522 · live/editing · high

- Query: 直播间引流短视频素材
- Hook type: winner iteration / preset workflow
- Hook summary: Shows how to take a clip that already sells, preserve its working opening, then swap supporting visuals, images, masks, order, and subtitles to create efficient new edits.
- Visual pattern: screen tutorial with editing examples
- MAYAGI transfer: For MAYAGI: once L7825 has a winning structure, save hook/opening/sentence templates as reusable modules. Use generated/product/detail assets as overlays only when they prove the sentence. First version should prioritize structure, not decorative de-duplication.
- Do not copy: Do not use mirror/de-dup tricks that distort shoes or cheapen brand; do not reuse a hook if the product claim no longer fits.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7623681139093343522
- Desc: 【爆款直播切片短视频如何剪出来？出了爆款视频该如何去高效复制产出？】看完这条视频你就明白了！

### 7643856077373312379 · live/operator · high

- Query: 直播间引流素材
- Hook type: potential-material identification
- Hook summary: Argues that tools cannot save weak素材; first identify if material itself is worth scaling using展现/点击/转化/成本 patterns.
- Visual pattern: operator lecture with data framework
- MAYAGI transfer: For MAYAGI: establish a material scoring sheet before scaling: hook retention, first-proof clarity, product-click/live-entry signal, cost direction. Do not keep editing a topic that has no natural or paid signal.
- Do not copy: Do not turn this into rigid universal thresholds; use relative-to-account baselines.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7643856077373312379
- Desc: 视频打爆视频叠爆 素材数据的甄别，素材的识别以及打爆的操作！#视频打爆直播间 #视频叠爆 #全域电商 #主播 #运营

### 7644877984012307738 · operator/beauty teardown · high

- Query: 千川爆款素材
- Hook type: problem confrontation + transformation proof
- Hook summary: Starts by naming latest爆量素材 and immediately shows a painful body-skin problem, then transformation and ingredient/trust proof.
- Visual pattern: problem closeup/dialogue -> transformation -> product/mechanism proof
- MAYAGI transfer: For comfort video: pain confrontation first ('夹趾磨脚') -> show soft protector -> personal boundary/trust -> action.
- Do not copy: Do not use aggressive shaming tone; MAYAGI should be gentler and more stylish.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7644877984012307738
- Desc: 千川爆款素材拉片：抛光水 #千川 #投放 #抛光水 #618

### 7645311209017422778 · script/apparel AI material · high

- Query: 带货短视频脚本
- Hook type: low-cost production claim + sample first
- Hook summary: Shows an AI-made product video result first, then proof of product selling script, then reveals production workflow.
- Visual pattern: show finished generated material before explaining workflow
- MAYAGI transfer: For generated outfit images: result-first matters. Show a high-quality outfit scene quickly, then real proof. Internally, use benchmark script/storyboard extraction.
- Do not copy: Fully AI真人口播 may reduce trust for MAYAGI; use generated images as scene layer, not visible-mouth replacement.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645311209017422778
- Desc: 各类电商产品都适用的AI实操流程来了！ #ai电商  #ai教程 #ai带货 #ai短视频创业#ai服装

### 7644070670867656291 · shoe/user-review · high

- Query: 脚宽凉鞋推荐
- Hook type: affordable shoe round-up / wide-foot trust
- Hook summary: Begins with cheap comfortable sandals and creator self-identifies as wide/fat foot, then reviews by comfort, width, anti-slip, outfits, and caveats.
- Visual pattern: real try-on/handheld shoe review; likely on-foot visuals tied to claims
- MAYAGI transfer: For MAYAGI: shoe素材 should include explicit foot-type trust, comfort proof, and honest buyer guidance. Words like 宽脚胖脚、露出来就好看、很仙气、韩系贵气、清凉 are useful semantic angles.
- Do not copy: Do not copy low-price framing; MAYAGI should use the review logic without “便宜” tone.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7644070670867656291
- Desc: 6双便宜好穿的凉拖分享(•̀ᴗ•́)و̑̑ #夏天的拖鞋 #拖鞋选择 #夏日美鞋 #夏季单鞋穿搭指南 #夏日凉鞋推荐 虽然录完才发现漏了一双

### 7645237412553236603 · shoe/body-shape · high

- Query: 脚宽凉鞋推荐
- Hook type: body anxiety reframe / measurable proof
- Hook summary: Starts from梨形/粗腿/脚宽/no ankle anxiety, refutes bad shoe advice, then demonstrates shoe design by widths, coverage, stability, leg-line effect, and honest caveats.
- Visual pattern: on-foot/body demonstration with close proof and self-disclosure
- MAYAGI transfer: For MAYAGI: this is closest to L7825 buyer psychology. Use hooks around “夹趾/脚宽/脚背高/没有脚脖子/显腿长但不累”; prove with actual foot contact, strap geometry, toe protector, stability, and honest caveats.
- Do not copy: Do not copy crude slang or overly comedic body-shaming tone; adapt the underlying empathy.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645237412553236603
- Desc: 梨形腿粗巨显腿长腿细的6双夏天鞋子！ #梨形身材 #梨形身材穿搭 #粗腿 #显瘦穿搭 #显腿长腿细的鞋子推荐

### 7645323157684225890 · shoe · high

- Query: 脚宽凉鞋推荐
- Hook type: wide_foot_fit_price_reframe
- Hook summary: 先用“能穿到42码的小凉拖如果卖一两百我不会推荐”降低价格/尺码疑虑，再切入宽脚胖脚真实痛点。
- Visual pattern: host-led shoe try-on/proof; foot-in-shoe fit proof arrives before general styling; pressure/softness proof follows
- MAYAGI transfer: Strong MAYAGI transfer for comfort/pain videos: start from a concrete foot anxiety (宽脚/脚背/显胖/夹脚), prove it visually on foot, then add styling scene. For L7825, map to toe-post protector + T-strap line + low-heel comfort instead of broad generic comfort.
- Do not copy: Do not copy the cheap-price tone or “一双才多少钱” as main brand posture. Keep the concrete foot-anxiety proof, not the bargain shouting.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645323157684225890
- Desc: 大脚女生专属凉拖鞋，41码42码轻松驾驭#脚宽脚胖都可以 #你鞋真好看 #夏季凉鞋 #拖鞋推荐

### 7645227181282868708 · womenswear/real selling · high

- Query: 女装带货爆款素材
- Hook type: emotional styling claim first
- Hook summary: Starts with feel/status, then rapidly maps multiple outfits before talking fabric/craft/trust.
- Visual pattern: host/live demonstration likely with garment in hand/on body; copy is dense with outfit imagination
- MAYAGI transfer: For shoes, open with wearing state and outfit emotions before over-explaining. '白裙/牛仔/小西裤/黑裙' should appear as self-projection, then proof/craft.
- Do not copy: Some phrasing is noisy; MAYAGI needs calmer edited rhythm and less repeated filler.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7645227181282868708
- Desc: 爆款Y1732来啦！蓝调格纹+温柔圆领，俏皮小飞袖，黄黑皮也显白的韩系衬衣#女装爆款 #今日穿搭推荐 #网红同款上衣 #设计感衬衫 #显瘦穿搭

## scene_stack

### 7643070009249971825 · bags/luxury-accessory · medium

- Query: 包包带货爆款素材
- Hook type: aspiration / taste anthropology
- Hook summary: Opens with “what do top global rich women carry daily”, then turns luxury bags into taste/status case studies.
- Visual pattern: talking expert over reference images; value comes from taste commentary + social proof images
- MAYAGI transfer: For MAYAGI premium tone: explain shoes as taste decisions, e.g. “轻松但不随便”, “银色/琥珀跟像配饰”, with concrete outfit wearer scenes. Useful for brand-feel and scene videos, not hard comfort proof.
- Do not copy: Do not copy luxury-name-dropping or long list format; MAYAGI needs shorter conversion path and real shoe proof.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7643070009249971825
- Desc: 全球顶级贵妇们，最近都背什么包？ #明星 #包包 #好物分享 #时髦单品 #时尚

### 7645300807530069482 · fashion · medium

- Query: 夏季穿搭带货素材
- Hook type: self_mood_outfit_identity
- Hook summary: 用“打扮不是为了见人，而是今天心情很好”建立穿搭的自我愉悦理由，但整条重复同一段，产品信息和场景推进弱。
- Visual pattern: outfit/mood montage likely carries desire, but ASR text loops and lacks product-proof progression
- MAYAGI transfer: Useful only as a homepage soft-seed emotional wrapper: L7825 can use “不是为了见谁，是让自己今天更轻松好看” as a scene mood, but must quickly add actual shoe reason: toe comfort, T-strap line, and where to wear it.
- Do not copy: Do not loop the same emotional sentence. Do not rely on self-love copy without visible product proof or scene progression.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645300807530069482
- Desc: 新款到货啦，以前喜欢买衣服 现在好了 穿不完的版 熨不完的衣服 理不完的货 拼命工作的样子虽然很狼狈 但是很优秀#适合夏季出游穿的甜美风连衣裙推荐 #夏日新款分享 #度假裙拿捏夏日氛围感 #服装人上新 #新品穿搭你喜欢吗

### 7644898434382562474 · fashion/live-outfit · medium

- Query: 通勤穿搭带货视频
- Hook type: scene-stacked live styling
- Hook summary: Live-style outfit try-on stacks five sets, constantly links fabric/comfort/color/accessory to scenes.
- Visual pattern: live fitting room dialogue, product try-on, accessory swaps
- MAYAGI transfer: For MAYAGI: scene videos should show outfit ecosystem, not isolated shoes. Use “commute / travel / dinner / vacation” with bag, hemline, trouser/skirt choice. Generated outfit stills can fill missing clothing scenes if shoe remains faithful.
- Do not copy: Do not copy noisy live-shop chatter or too many SKUs; MAYAGI single-SKU material needs tighter narrative.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7644898434382562474
- Desc: 喜欢哪套评论区告诉我呀#每日搭配分享 #创作者中心 #创作灵感 #实体店女装 #搭配分享

### 7645231835035180386 · home/real selling · medium

- Query: 家居带货爆款素材
- Hook type: use-case demonstration
- Hook summary: Shows what to put in the basket and where to place it, then repeats practical + decorative value.
- Visual pattern: object in hand / home placement demo
- MAYAGI transfer: Use-case stacking: not just 'shoe is beautiful' but '小西裤/黑裙/白裙/牛仔/亚麻' placement. Shoes need equivalent scene use-cases.
- Do not copy: Too repetitive and low-end if copied literally.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7645231835035180386
- Desc: 金柳家居复古镂空藤编收纳筐爆款客厅壁挂提篮收纳袋壁挂花篮#收纳筐#家居好物 #装饰品#花篮#客厅布置

### 7593194724521938222 · creative/operator · high

- Query: 千川素材前贴
- Hook type: pain + myth-busting operations
- Hook summary: Starts from operator pain: new materials cannot spend while ROI drops, then attacks lazy advice and lists five mistakes.
- Visual pattern: talking-head/operator lecture; structure matters more than visuals
- MAYAGI transfer: For MAYAGI: build 5-10 genuinely different素材, not dozens of cosmetic cuts; define variable as hook/script/actor/scene/proof order. Track old素材压制 and do not conclude a new clip failed if it was buried.
- Do not copy: Do not apply operator numeric thresholds blindly; use as testing discipline, not exact MAYAGI budget rule.
- Success proxy: ROI
- Source: https://www.douyin.com/video/7593194724521938222
- Desc: 千川投流素材起量5个误区，roi调整技巧，全域推广底层逻辑 #千川素材  #千川投放技巧  #全域推广  #那村儿风起  #直播电商

### 7645311209017422778 · script/apparel AI material · high

- Query: 带货短视频脚本
- Hook type: low-cost production claim + sample first
- Hook summary: Shows an AI-made product video result first, then proof of product selling script, then reveals production workflow.
- Visual pattern: show finished generated material before explaining workflow
- MAYAGI transfer: For generated outfit images: result-first matters. Show a high-quality outfit scene quickly, then real proof. Internally, use benchmark script/storyboard extraction.
- Do not copy: Fully AI真人口播 may reduce trust for MAYAGI; use generated images as scene layer, not visible-mouth replacement.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645311209017422778
- Desc: 各类电商产品都适用的AI实操流程来了！ #ai电商  #ai教程 #ai带货 #ai短视频创业#ai服装

### 7644070670867656291 · shoe/user-review · high

- Query: 脚宽凉鞋推荐
- Hook type: affordable shoe round-up / wide-foot trust
- Hook summary: Begins with cheap comfortable sandals and creator self-identifies as wide/fat foot, then reviews by comfort, width, anti-slip, outfits, and caveats.
- Visual pattern: real try-on/handheld shoe review; likely on-foot visuals tied to claims
- MAYAGI transfer: For MAYAGI: shoe素材 should include explicit foot-type trust, comfort proof, and honest buyer guidance. Words like 宽脚胖脚、露出来就好看、很仙气、韩系贵气、清凉 are useful semantic angles.
- Do not copy: Do not copy low-price framing; MAYAGI should use the review logic without “便宜” tone.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7644070670867656291
- Desc: 6双便宜好穿的凉拖分享(•̀ᴗ•́)و̑̑ #夏天的拖鞋 #拖鞋选择 #夏日美鞋 #夏季单鞋穿搭指南 #夏日凉鞋推荐 虽然录完才发现漏了一双

### 7645323157684225890 · shoe · high

- Query: 脚宽凉鞋推荐
- Hook type: wide_foot_fit_price_reframe
- Hook summary: 先用“能穿到42码的小凉拖如果卖一两百我不会推荐”降低价格/尺码疑虑，再切入宽脚胖脚真实痛点。
- Visual pattern: host-led shoe try-on/proof; foot-in-shoe fit proof arrives before general styling; pressure/softness proof follows
- MAYAGI transfer: Strong MAYAGI transfer for comfort/pain videos: start from a concrete foot anxiety (宽脚/脚背/显胖/夹脚), prove it visually on foot, then add styling scene. For L7825, map to toe-post protector + T-strap line + low-heel comfort instead of broad generic comfort.
- Do not copy: Do not copy the cheap-price tone or “一双才多少钱” as main brand posture. Keep the concrete foot-anxiety proof, not the bargain shouting.
- Success proxy: search_query_success_claim
- Source: https://www.douyin.com/video/7645323157684225890
- Desc: 大脚女生专属凉拖鞋，41码42码轻松驾驭#脚宽脚胖都可以 #你鞋真好看 #夏季凉鞋 #拖鞋推荐

### 7645227181282868708 · womenswear/real selling · high

- Query: 女装带货爆款素材
- Hook type: emotional styling claim first
- Hook summary: Starts with feel/status, then rapidly maps multiple outfits before talking fabric/craft/trust.
- Visual pattern: host/live demonstration likely with garment in hand/on body; copy is dense with outfit imagination
- MAYAGI transfer: For shoes, open with wearing state and outfit emotions before over-explaining. '白裙/牛仔/小西裤/黑裙' should appear as self-projection, then proof/craft.
- Do not copy: Some phrasing is noisy; MAYAGI needs calmer edited rhythm and less repeated filler.
- Success proxy: 爆款
- Source: https://www.douyin.com/video/7645227181282868708
- Desc: 爆款Y1732来啦！蓝调格纹+温柔圆领，俏皮小飞袖，黄黑皮也显白的韩系衬衣#女装爆款 #今日穿搭推荐 #网红同款上衣 #设计感衬衫 #显瘦穿搭