reddit · SaaS · 09-25 19:50 67 分 ← 返回列表

built an AI reel generator for a US client’s app and his engagement exploded… im a solo dev so now it’s just sitting on github lol 😭

so recently a US founder hired me as a freelance dev to help him promote his app using short-form video. he wanted to post daily reels to get organic users, but doing it manually (hiring editors, voice artists, scriptwriters) was costing him a ton of time and cash tbh. i built a custom automated system for him where he just inputs a topic, and it generates a complete vertical reel ready to post. instead of those boring, static AI slideshows that everyone scrolls past, i built it with:

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：App 创始人需要每天发布短视频做自然增长，但雇剪辑、配音、写脚本成本高且耗时；现有 AI 幻灯片式视频留不住观众。

目标用户：独立 App 创始人、小型增长团队、出海应用营销负责人、短视频代运营机构

证据：he hired me as a freelance dev... doing it manually (hiring editors, voice artists, scriptwriters) was costing him a ton of time and cash... his views and engagement took off, and it quickly became one of his best organic channels for getting app downloads.

变现：按视频生成量/席位订阅的 SaaS，分基础版、Pro 版和代运营白标版；也可先卖一次性定制部署或项目转让。

MVP：2 周内做一个 Web MVP：用户输入主题或 App 链接，自动生成脚本、AI 配音、动态字幕、9:16 动画角色视频，支持模板选择和一键导出；先不做全自动 adaptive 优化，改为人工回填播放/留存数据后微调下一批脚本。

竞品：Opus Clip、Creatify、Arcads、HeyGen、InVideo AI、Revid.ai、Veed

摘要：一名 solo dev 为美国客户定制了 AI Reel 生成器，能自动产出带动态角色、配音、字幕和音效的 9:16 短视频，客户用于 App 推广后播放和互动显著增长，并成为最佳自然下载渠道之一。作者已结束合同并拥有核心引擎，但自认不擅长营销和运营内容 SaaS，想把项目转手。需求已被单个付费客户验证，但赛道竞品密集，差异化可能在自适应 engagement 优化。