reddit · SideProject · 11-11 16:50 65 分 ← 返回列表

Spent weeks building my own reels automation, and one of its videos just crossed 21k views. Still can’t believe it

I’m honestly a bit giddy writing this. I’m a software engineer, not a video editor, and I wanted to run a faceless channel about Pakistan’s history and geography, so I built a pipeline that does the whole job. It writes the Urdu script, generates the narration, draws animated maps and infographic scenes in code, and renders the finished reel. It then sends me the reel in Slack, and all I do is approve it. Some numbers: Cost: about $0.11 per video. I tested a 2.5D workflow that came out

五维评分

付费意愿

需求真实度

个人可落地

竞争空间

新鲜度

AI 分析

痛点：制作无脸短视频（reels/shorts）成本高、耗时长，现有 2.5D 工作流每条要 $15–40，普通人难以批量产出

目标用户：无脸频道创作者、内容营销人员、想低成本批量产出短视频的独立创业者

证据：Cost: about $0.11 per video. I tested a 2.5D workflow that came out at $15–40 per video, so I dropped it. / a reel about the Pakistan Steel Mill ... got 21.1k views, 898 likes and 45 shares in its first day.

变现：把自动化流水线做成 SaaS 订阅（按视频条数或套餐计费），或提供代运营/成品频道变现，另可卖模板与选题库

MVP：聚焦单一垂直领域（如历史/地理），做一条龙流水线：输入选题→生成脚本→TTS 旁白→代码生成动画地图/信息图→自动渲染成片→Slack 审批。两周内做出可跑通单领域的极简版

竞品：Pictory、InVideo AI、Faceless.video、AutoShorts.ai、Revid.ai

摘要：一名软件工程师业余几周内搭出无脸短视频自动化流水线，每条成本约 $0.11，远低于 2.5D 工作流的 $15–40。本周一条关于巴基斯坦钢铁厂的视频首日获 21.1k 播放、898 赞、45 次分享，验证了系统可行。作者未提变现，但低成本批量短视频生产本身是明确的产品机会，只是赛道竞品已相当密集。