SaaS ideas your next customers are already looking for
100 SaaS startup ideas for the people who said they'd pay, from agency owners to dentists. Micro SaaS ideas, AI SaaS ideas and B2B SaaS ideas: find yours, build it, sign them up.
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Pain points in business: what people struggle with
Search the problems to solve, as people described them on Reddit and other platforms, in their own words.
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AI-Built App Maintenance
Non-technical builders and teams struggle to maintain, govern, and scale AI-generated apps and workflows in production.
In their words
I’ve been asked to look into building a local AI setup for my company with a budget of around 50k euro.
I know I would pay to build in a tool I’m already familiar with and host my own web apps.
There is so much content online that it's difficult to know what's genuinely worth learning.
I feel like building got 10x easier, but maintenance probably didn't lol.
non tech teammates always need an engineer in the loop to change a prompt and it goes through a ticket system, and usually take more time than required
For anything moderately complex it can take a lot of time and effort to get things right.
si no tenés un mínimo de control sobre la performanse y el código en sí, tarde o temprano nuestro trabajo va a ser arreglar bodoques de códigos
when an AI feature inevitably breaks in production, how much of that responsibility actually falls back on Product?
How can people build serious workflows around Claude when their entire workflow can become inaccessible overnight?
My company has made like 12 vibe codes apps that they can't get out of localhost. They want me to build pipelines to deploy these upwards.
If Reliance, TCS, Infosys, an AI startup, or even a state government wanted to launch their own "AI API" tomorrow, they'd still have to stitch together half a dozen open-source projects and build the remaining platform themselves.
These days I mostly leave it alone and hope nothing important breaks. The bugs that are still there might just stay there forever.
It would be nice to make an internal tool just to manage the creators you have and save that money
I've been looking for a better way to experiment across OpenAI and Anthropic without constantly rewriting integrations.
Non-technical builders and teams
Where they talk
- r/AI_Agents
- r/nocode
- r/ClaudeAI
- r/SaaS
- r/vibecoding
- r/SideProject
- r/ClaudeCode
- r/sysadmin
Tools they use today
- Claude
- Claude Code
- Lovable
- ChatGPT
- Copilot
- Cursor
- Codex
- Supabase
Why those fall short
- search returns pages of unrelated and strange modules
- SillyTavern is a mess; no standards for plugging frameworks into models
- no governance, standards, review or orchestration over employee-built apps
- no plug-and-play platform; must build API keys, billing, dashboards, quotas themselves
- updates undo the work and bury toggles under new menus
Map of ideas
Drawing the map…