同一份周报,让 3 个 AI 各做一遍 PPT
阿乔的效率实验
2,184 赞 · 4,860 收藏 · 236 评论
Social media platforms are hard to access for agents. Scrapers get you banned.Socai, instead, deeply reconstructs the structures of popular social platforms so that your agent can directly operate them in your browser.
Or, paste installation guide to your agent
Read this repo and install the CLI, and add it to your skills: https://github.com/socai-io/socai .我在运营一个面向产品经理的 AI 工具账号。请调研小红书近一周互动表现较好的选题,以及评论区仍在追问的问题;从中选出 3 个适合我做的题目,并列出参考笔记和切入角度。
阿乔的效率实验
2,184 赞 · 4,860 收藏 · 236 评论
Mia 的产品笔记
1,742 赞 · 4,105 收藏 · 193 评论
林同学的知识库
1,568 赞 · 3,780 收藏 · 207 评论
评论追问的是“能不能交付”,已有内容却多停在生成效果。
[01][02]产品经理需要原话、需求与负责人对应,单纯转写不够。
[03][04]用户担心引用不实和版本冲突,需要看到工具的边界。
[05][06]评论追问的是“能不能交付”,已有内容却多停在生成效果。
固定一份产品周报,对比结构、改模板、导出后可编辑性和返工时间。
标题:AI 做 PPT 到底省了多久?把改稿时间也算进去。附同一份输入文档和对照表。
产品经理需要原话、需求与负责人对应,单纯转写不够。
用同一段多人访谈,展示原话 → 需求 → 行动项 → 飞书表格。
用自录演示素材。重点检查说话人、需求出处、负责人和截止时间,保留工具没识别出的部分。
用户担心引用不实和版本冲突,需要看到工具的边界。
准备新旧版本冲突、原文没有答案和引用定位三类题,逐题核对。
标题:我故意给 AI 知识库出了 3 道坑题。每次换一组文档,沉淀同一套测试方法。
| 参考笔记 / 作者 | 评论里的需求 | 赞 | 收藏 | 评论 |
|---|---|---|---|---|
| [01] 同一份周报,让 3 个 AI 各做一遍 PPT阿乔的效率实验 | “别只看生成截图,能不能改模板、导出后还乱不乱?” | 2,184 | 4,860 | 236 |
| [02] AI 做汇报,最费时间的其实是改稿产品小周 | “想看从原始文档到最终可汇报版本的全过程。” | 1,326 | 3,012 | 148 |
| [03] 一小时用户访谈,怎么整理成需求清单Mia 的产品笔记 | “多人说话会不会串?原话和需求能一一对应吗?” | 1,742 | 4,105 | 193 |
| [04] AI 会议纪要好看,但行动项还是得自己补工具箱不吃灰 | “能区分谁负责、什么时候完成,再导入飞书吗?” | 986 | 2,240 | 121 |
| [05] 把 50 份产品文档丢进知识库后,我问了 10 个问题林同学的知识库 | “答得像真的,但引用能跳回原文哪一段吗?” | 1,568 | 3,780 | 207 |
| [06] AI 知识库答错时,怎么发现它在编不加班实验室 | “新旧版本冲突时会听谁的?搜不到会直接说吗?” | 812 | 1,966 | 98 |
We’re launching a lightweight commuter backpack. Find 10 Instagram creators in North America with 10k–100k followers who post about everyday outfits, commuting, or weekend trips. Check their recent posts and comments, and skip accounts that are mostly ads. Put their profiles, follower counts, best examples, and reasons to partner in a table. Pick your top 3.
41.2k views · 2.1k likes
28.7k views · 1.7k likes
“Does a 16-inch laptop fit without making it bulky?”@maya.moves
“Could this work as a personal item on a flight?”@evan.offhours
“Can you show what it looks like with a long coat?”@nina.everydayedit
| Creator | Location | Followers | Median views | Paid / 12 posts | Why they fit |
|---|---|---|---|---|---|
| Maya Bennett★@maya.moves | Toronto, Canada | 38.4k | 22.6k | 2 | A natural fit for the daily carry story. |
| Evan Brooks★@evan.offhours | Seattle, USA | 62.1k | 44.1k | 1 | The strongest fit for work-to-weekend versatility. |
| Nina Park★@nina.everydayedit | New York, USA | 24.8k | 18.3k | 2 | A smaller creator with a clear office-to-city aesthetic. |
| Leo Turner@leo.ontheroute | Chicago, USA | 45.2k | 29.8k | 3 | Useful for testing comfort during an active commute. |
| Sofia Reed@sofia.packs.light | Vancouver, Canada | 71.6k | 38.2k | 2 | Good fit for a light-packing product demonstration. |
| Jordan Ellis@jordan.citykit | Boston, USA | 19.3k | 12.4k | 1 | A focused option for organization and laptop storage. |
| Amelia Chen@amelia.weekdaywear | San Francisco, USA | 53.7k | 27.5k | 3 | Strong styling context for a clean, everyday silhouette. |
| Miles Foster@miles.smalltrips | Austin, USA | 32.8k | 20.7k | 2 | A practical option for compact travel content. |
| Chloe Martin@chloe.daybyday | Montreal, Canada | 16.9k | 9.8k | 1 | An approachable option for a routine-led introduction. |
| Sam Rivera@sam.lightlypacked | Denver, USA | 86.4k | 51.2k | 3 | Broad reach across practical gear and weekend routines. |
One bag, three stops: subway → desk → evening class.
41.2k views · 2.1k likes · 86 comments
28.7k views · 1.7k likes · 54 comments
“Does a 16-inch laptop fit without making it bulky?”
A recent tote collaboration may create a category conflict. Confirm exclusivity and audience geography before outreach.
Friday at the office. Saturday on the coast. Same backpack.
78.4k views · 3.8k likes · 112 comments
52.3k views · 2.4k likes · 73 comments
“Could this work as a personal item on a flight?”
Outdoor followers may expect weather protection. Check product claims and request a current audience breakdown.
Three office outfits. One backpack that works with all of them.
31.6k views · 1.5k likes · 67 comments
24.9k views · 1.1k likes · 48 comments
“Can you show what it looks like with a long coat?”
Style appears to drive the discussion more than technical features. Lead with silhouette and request a wear test.
We’re launching an 80 cm standing desk for small apartments. Find recent TikToks about compact workspaces. Break down their hooks, demos and comment questions, then give us 3 videos to shoot this week.
smallspace.mia · 4 days ago
studio.afterhours · 6 days ago
deskcheck.eli · 3 days ago
Measure the empty corner; hold on the 80 cm mark.
Add the desk, monitor, laptop and mouse in one fixed shot.
Show the seated position and the remaining mouse space.
“Can it fit a monitor and a laptop together?”smallspace.mia
“Where do all the cables go when you’re done?”studio.afterhours
“Can you test it at full height with a monitor arm?”deskcheck.eli
22 seconds · Overhead + wide shot
“This gap is my entire home office.”
Measure the empty corner; hold on the 80 cm mark.
Add the desk, monitor, laptop and mouse in one fixed shot.
Show the seated position and the remaining mouse space.
Make the footprint visible with a tape measure. Show the laptop, monitor and mouse together so the space can be judged.
“Can it fit a monitor and a laptop together?”
What would you need to fit on this desk?
Show actual equipment dimensions and the desk depth on screen.
25 seconds · One room, fixed camera
“At six, I want my living room back.”
Open on the whole room during a working day.
Close the laptop, stow cables and tuck the chair in.
Return to the same wide shot in evening mode.
Use the same wide shot for both states. Show exactly where the chair, laptop and cables go.
“Where do all the cables go when you’re done?”
Would this work in your living room?
Keep every accessory visible; identify any tray sold separately.
18 seconds · Tripod + close-up
“No music. Just the typing test.”
Show the loaded desk and height setting in a wide shot.
Type normally, then raise the desk without cutting.
Hold on the monitor edge while typing at full height.
Answer the objection directly. A fixed camera and continuous take make movement easier to evaluate.
“Can you test it at full height with a monitor arm?”
What should we test on it next?
List the monitor weight and arm used; show movement as recorded.
| Reference / creator | Video | Views | Likes | Comments |
|---|---|---|---|---|
| [01] smallspace.mia | An office in this 80 cm gap? | 284k | 18.2k | 412 |
| [02] roombytheinch | The smallest desk I can actually work at | 167k | 9.4k | 238 |
| [03] studio.afterhours | My living room at 9 AM vs 6 PM | 193k | 12.1k | 305 |
| [04] rentalreset | A work corner that disappears after work | 126k | 7.8k | 184 |
| [05] deskcheck.eli | But does it wobble when you type? | 218k | 15.6k | 367 |
| [06] setupbykai | Small standing desk, real typing test | 142k | 8.9k | 221 |
I’m building client-reporting software for small agencies. Find people on X complaining about reporting, check the replies, and summarize the recurring problems. Who should I talk to first, and what should I ask?
Friday again. Eight clients, eight slide decks, same screenshots from three ad platforms. There has to be a better way.
Our dashboard takes ten minutes. The “what changed and what are we doing about it?” email takes two hours.
A client asked why last month’s numbers changed after we sent the report. Now I’m comparing three exports to find out.
Friday again. Eight clients, eight slide decks, same screenshots from three ad platforms. There has to be a better way.
@rileyaccountsHave you tried sending a live dashboard instead?
@morganrunsopsWe use a dashboard already. The slides are still manual because every client wants a different format.
The data is already available. Reformatting it for each client is the repeated work.
Clients want a short explanation and next actions. Account context sits outside the dashboard.
Date windows, late conversions and metric definitions create mismatches after delivery.
The data is already available. Reformatting it for each client is the repeated work.
Build: Generate reports in the client’s existing template.
[01][04]Clients want a short explanation and next actions. Account context sits outside the dashboard.
Build: Combine metric changes with account notes in an editable summary.
[02][05]Date windows, late conversions and metric definitions create mismatches after delivery.
Build: Save the delivered snapshot and show why later numbers differ.
[03][06]| Who | Problem / workaround | Ask | Priority |
|---|---|---|---|
| Morgan LeePaid media agency · 8 clients | Manual report assemblyDashboard + slide decksRead thread“Friday again. Eight clients, eight slide decks, same screenshots from three ad platforms. There has to be a better way.” We use a dashboard already. The slides are still manual because every client wants a different format. @morganrunsops | Could you walk me through the last report, from data export to client delivery? | Talk first |
| Priya ShahGrowth agency · 12 clients | Writing the client narrativeDashboard + account-manager notesRead thread“Our dashboard takes ten minutes. The “what changed and what are we doing about it?” email takes two hours.” The numbers are not the hard part. Explaining why they moved means chasing the account manager. @priyaagencyops | Which parts of the explanation need the account manager, and which could come from the data? | Talk first |
| Daniel OrtizBoutique agency · 5 clients | Data reconciliationDated spreadsheet exportsRead thread“A client asked why last month’s numbers changed after we sent the report. Now I’m comparing three exports to find out.” Late conversions and different date windows. We need to know what the client saw when we sent it. @danielbuildsagency | What needs to stay frozen after delivery, and how do you handle later corrections? | Talk first |
| Jess WalkerFreelance media buyer · 4 clients | Manual report assemblyClient-specific slide templatesRead thread“Spent more time fixing chart labels in the monthly deck than looking at the campaign. This cannot be the best use of a Friday.” Each client has their own slide template. Copying the data is easy; fixing the layout is not. @jesspaidmedia | Which layout changes repeat every month, and which are genuinely client-specific? | Follow up |
| Owen ChenSEO agency · 10 clients | Writing the client narrativeManual email summariesRead thread“Clients don’t read dashboards. They read the three sentences explaining whether this month was good or bad.” We send a short summary and next actions. Every account lead writes it differently. @owenonaccounts | What makes a summary useful enough for a client to act on? | Follow up |
| Amara BrooksPerformance agency · 7 clients | Data reconciliationSpreadsheet + reporting checklistRead thread“The client’s spreadsheet, our dashboard and the ad account all say something different. Reporting day is now reconciliation day.” Usually attribution windows or timezone settings. We document the choices, then someone changes them. @amaragrowthops | Who owns the metric definitions, and where do those decisions get lost? | Follow up |
我们准备推出一款轻量通勤背包。请找出 10 位粉丝量在 1 万至 10 万之间、内容以通勤、日常穿搭或周末出游为主的北美 Instagram 达人。查看他们近期的帖子和评论,排除商业内容过多的账号;把账号数据、代表帖子和合作理由整理成表格,再推荐最合适的 3 位。
41.2k 播放 · 2.1k 赞
28.7k 播放 · 1.7k 赞
“放下 16 英寸电脑后会不会显得很鼓?”@maya.moves
“可以作为飞机上的随身小件吗?”@evan.offhours
“能看看搭长大衣的效果吗?”@nina.everydayedit
| 达人 | 地区 | 粉丝 | 播放中位数 | 广告 / 12 篇 | 推荐理由 |
|---|---|---|---|---|---|
| Maya Bennett★@maya.moves | 加拿大·多伦多 | 38.4k | 22.6k | 2 | 通勤随身物品与容量演示契合度高 |
| Evan Brooks★@evan.offhours | 美国·西雅图 | 62.1k | 44.1k | 1 | 适合展示工作日到周末的用途切换 |
| Nina Park★@nina.everydayedit | 美国·纽约 | 24.8k | 18.3k | 2 | 擅长办公室穿搭,适合突出包型 |
| Leo Turner@leo.ontheroute | 美国·芝加哥 | 45.2k | 29.8k | 3 | 骑行通勤可展示背负舒适度 |
| Sofia Reed@sofia.packs.light | 加拿大·温哥华 | 71.6k | 38.2k | 2 | 轻装旅行,适合演示重量与容量 |
| Jordan Ellis@jordan.citykit | 美国·波士顿 | 19.3k | 12.4k | 1 | 收纳讲解细致,适合展示电脑分区 |
| Amelia Chen@amelia.weekdaywear | 美国·旧金山 | 53.7k | 27.5k | 3 | 通勤穿搭稳定,适合简洁日常款 |
| Miles Foster@miles.smalltrips | 美国·奥斯汀 | 32.8k | 20.7k | 2 | 短途出行场景明确,适合紧凑收纳 |
| Chloe Martin@chloe.daybyday | 加拿大·蒙特利尔 | 16.9k | 9.8k | 1 | 日常记录亲切,适合生活化种草 |
| Sam Rivera@sam.lightlypacked | 美国·丹佛 | 86.4k | 51.2k | 3 | 兼顾工作与周末,实用装备受众较广 |
一个包串起地铁、办公室和晚间课程。
41.2k 播放 · 2.1k 赞 · 86 评论
28.7k 播放 · 1.7k 赞 · 54 评论
“放下 16 英寸电脑后会不会显得很鼓?”
近期有托特包合作,先确认品类排他与受众地域。
周五上班,周六去海边,同一个背包。
78.4k 播放 · 3.8k 赞 · 112 评论
52.3k 播放 · 2.4k 赞 · 73 评论
“可以作为飞机上的随身小件吗?”
观众关注防雨能力,需确认产品实测表现。
三套办公室穿搭,搭配同一个背包。
31.6k 播放 · 1.5k 赞 · 67 评论
24.9k 播放 · 1.1k 赞 · 48 评论
“能看看搭长大衣的效果吗?”
先展示外形与穿搭,再补充实际背负体验。
我们准备推出一款适合小户型的 80 厘米升降桌。请查找抖音近期有关小空间桌搭的视频,分析它们的开场方式、产品演示和评论区问题,并为团队提出 3 个本周就能拍摄的方案。
小米的小家 · 4 天前
下班后的客厅 · 6 天前
阿立测桌子 · 3 天前
量出空角落,停在 80 厘米刻度。
固定镜头下摆上桌子、显示器、电脑与鼠标。
展示坐姿和剩余鼠标空间。
“显示器和笔记本能一起放下吗?”小米的小家
“收工后那些线都藏哪儿了?”下班后的客厅
“装显示器支架、升到最高再试试?”阿立测桌子
22 秒 · 俯拍+全景
“我的整个办公室,就这么一条缝。”
量出空角落,停在 80 厘米刻度。
固定镜头下摆上桌子、显示器、电脑与鼠标。
展示坐姿和剩余鼠标空间。
用卷尺展示占地,同时摆上电脑、显示器和鼠标,让观众自己判断空间。
“显示器和笔记本能一起放下吗?”
还想在这张桌上放什么?
标注真实设备尺寸和桌面进深。
25 秒 · 固定机位
“六点以后,我想把客厅还给自己。”
全景拍下白天工作中的客厅。
合上电脑、收好线材、推入椅子。
回到同一机位,展示晚间状态。
前后保持同一全景机位,逐一交代椅子、电脑和线材的去向。
“收工后那些线都藏哪儿了?”
你家客厅也能这样安排吗?
配件全程可见;单独售卖的理线托盘需说明。
18 秒 · 三脚架+特写
“关掉音乐,直接听打字声。”
展示桌面负载与高度设置。
正常打字,连续拍摄升桌过程。
最高处继续打字,特写显示器边缘。
固定镜头、一镜到底,让观众直接判断桌面与显示器是否晃动。
“装显示器支架、升到最高再试试?”
下一步还想让我们测什么?
标注显示器重量与支架型号,保留真实晃动。
| 来源 / 作者 | 视频 | 播放 | 点赞 | 评论 |
|---|---|---|---|---|
| [01] 小米的小家 | 80 厘米的角落,能放下一个办公室吗? | 284k | 18.2k | 412 |
| [02] 一寸一寸布置家 | 这么小的桌子,真的能办公吗 | 167k | 9.4k | 238 |
| [03] 下班后的客厅 | 早上九点和晚上六点的客厅 | 193k | 12.1k | 305 |
| [04] 租房改造日记 | 下班后就消失的办公角 | 126k | 7.8k | 184 |
| [05] 阿立测桌子 | 打字的时候到底晃不晃? | 218k | 15.6k | 367 |
| [06] 凯的桌搭 | 小升降桌,真实打字实测 | 142k | 8.9k | 221 |
我在开发一款面向小型代理商的客户报告软件。请在 X 上查找讨论报告制作痛点的人,结合回复梳理反复出现的问题,并告诉我应该优先访谈哪些人、具体询问什么。
又到周五。八个客户,八份幻灯片,来回截三个广告平台的图。总该有更好的办法吧。
看板十分钟就做完了,写“发生了什么、接下来怎么办”的邮件却要两个小时。
客户问,为什么报告发出去以后上个月的数据又变了。我正在对照三份导出来找原因。
又到周五。八个客户,八份幻灯片,来回截三个广告平台的图。总该有更好的办法吧。
@rileyaccounts试过直接给客户看实时看板吗?
@morganrunsops已经用看板了。但每个客户要求的版式不同,幻灯片还是得手工做。
数据已经齐全,重复劳动在于适配不同客户的版式。
客户需要简短解读与下一步行动,关键背景却散落在看板之外。
日期窗口、延迟转化与指标定义,造成交付前后的口径不一致。
数据已经齐全,重复劳动在于适配不同客户的版式。
产品机会: 沿用客户现有模板生成报告。
[01][04]客户需要简短解读与下一步行动,关键背景却散落在看板之外。
产品机会: 结合指标变化与客户备注,生成可编辑的总结。
[02][05]日期窗口、延迟转化与指标定义,造成交付前后的口径不一致。
产品机会: 保留交付快照,并说明后续数字为何变化。
[03][06]| 访谈对象 | 问题 / 现有做法 | 访谈问题 | 优先级 |
|---|---|---|---|
| Morgan Lee投放代理商 · 8 个客户 | 手工拼报告数据看板+幻灯片查看讨论“又到周五。八个客户,八份幻灯片,来回截三个广告平台的图。总该有更好的办法吧。” 已经用看板了。但每个客户要求的版式不同,幻灯片还是得手工做。 @morganrunsops | 能带我走一遍上次报告从导出数据到发给客户的全过程吗? | 优先访谈 |
| Priya Shah增长代理商 · 12 个客户 | 撰写客户解读看板+客户经理备注查看讨论“看板十分钟就做完了,写“发生了什么、接下来怎么办”的邮件却要两个小时。” 难的不是数字,是解释变化原因。还得追着客户经理要背景。 @priyaagencyops | 哪些解释必须依赖客户经理,哪些可以直接从数据得出? | 优先访谈 |
| Daniel Ortiz精品代理商 · 5 个客户 | 核对数据差异按日期保存的表格查看讨论“客户问,为什么报告发出去以后上个月的数据又变了。我正在对照三份导出来找原因。” 转化延迟回传,加上日期范围不同。需要保留客户当时看到的版本。 @danielbuildsagency | 交付后哪些数字必须固定?后续修正怎么告知客户? | 优先访谈 |
| Jess Walker独立投手 · 4 个客户 | 手工拼报告客户专属幻灯片模板查看讨论“调整月报图表标签的时间,比看广告效果还长。这不该是我周五的工作重点。” 每个客户都有自己的模板。复制数据容易,修版式最费劲。 @jesspaidmedia | 哪些版式调整每月都重复,哪些确实是客户独有的? | 后续跟进 |
| Owen ChenSEO 代理商 · 10 个客户 | 撰写客户解读手写邮件总结查看讨论“客户不看数据看板,他们看的是解释这个月表现好坏的那三句话。” 我们发简短总结和下一步行动,但每个负责人写法都不一样。 @owenonaccounts | 怎样的总结能让客户据此做决定? | 后续跟进 |
| Amara Brooks效果营销代理商 · 7 个客户 | 核对数据差异表格+汇报检查清单查看讨论“客户的表格、我们的看板、广告账户,三边数字都不同。汇报日已经变成对账日。” 通常是归因窗口或时区设置。刚把口径记下来,又有人改了。 @amaragrowthops | 谁负责指标定义,这些约定通常在哪一步丢失? | 后续跟进 |
Jev chooses each bounded research operation. The local socai CLI runs it in your signed-in Chrome; captured cards stay visible while a source-linked report streams in.
npx github:socai-io/jev-social#v0.1.13 onboard
npx github:socai-io/jev-social#v0.1.13
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“多人说话会不会串?原话和需求能一一对应吗?”Mia 的产品笔记 · 一小时用户访谈,怎么整理成需求清单
“答得像真的,但引用能跳回原文哪一段吗?”林同学的知识库 · 把 50 份产品文档丢进知识库后,我问了 10 个问题