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SaaS ideas, mined from what people actually complain about.

Every idea comes from real Reddit posts, was researched against today's competitors, and survived an independent skeptic before it made the list.

Automated File Organization

People struggle to manually organize, deduplicate, and retrieve files across local and cloud storage, and want AI to automate classification, tagging, and cleanup.

In their words

I take 200-400 photos every time I visit the site. I worked out a way to have Claude take the photos and file them by jobsite location.

r/ClaudeHomies on Reddit

I might receive a folder with 500 files in it and I need the file names itemized in a master list.

r/CopilotPro on Reddit

If a service existed where I could dump a box of chaos on someone and get back a clean digital folder structure with everything labeled and searchable I'd hand over $100 without blinking.

r/Entrepreneurs on Reddit

I have a lot of hope for AI to solve the intake problem.

r/taxpros on Reddit

Used a combination of Claude and a local model to scan, tag, rename and file photos, movies, misc files

r/macapps on Reddit

I'm a non-technical user so I don't want to open up a terminal window or hook up my own AI agent to do this.

r/LangChain on Reddit

Took him around 10h to find a valid match in 8k pages of old baptism register. Was trying for years to do it manually

r/hermesagent on Reddit

The issue is: Copilot has a small upload limit, manual batching is completely unscalable at this volume

r/AZURE on Reddit

As files accumulate in a cloud workspace, managing file structures manually becomes time-consuming.

r/Drime on Reddit

I am just adding a short line of txt to each media field and yet it behaves as if I was adding a few gb worth of data to each line.

r/Wordpress on Reddit

find them for me when I type a prompt like "Find the storage unit invoice from March 2022". But WITHOUT the fear that it's going to hallucinate and erase my entire drive.

r/ClaudeAI on Reddit

For highly specific tasks that would have taken me hours, it’s been a game changer.

r/vibecoding on Reddit

I have years of project-finance model templates and the naming/version chaos is real.

Product Hunt

has invested a bunch of time in trying to scrape their own wiki into something legible during DR

Hacker News

Individuals and teams with large file collections

Where they talk

  • r/Paperlessngx
  • r/vibecoding
  • r/hermesagent
  • r/excel
  • r/software
  • r/ClaudeAI
  • r/AI_Agents
  • r/selfhosted

Tools they use today

  • Google Drive
  • Claude
  • Excel
  • Paperless-ngx
  • Copilot
  • OneDrive
  • SharePoint
  • Gemini

Why those fall short

  • Copilot has a small upload limit; manual batching is completely unscalable
  • no last-touched overview, no broken link detector, no duplicate finder
  • Docs explain settings but give no model recommendations, best practices or workflow
  • Premiere appends 'Copy 01' instead of incrementing version numbers
  • no setting in 20.0 to toggle; re-enables on update