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 Token Spend Visibility
Teams lack visibility and controls to track, forecast, or cap runaway AI token and API costs across providers.
In their words
estamos começando a ver o primeiro choque entre o entusiasmo inicial com IA e a realidade da conta chegando no fim do mês
3 people in my company exhausted all their tokens in June 1st itself, and 20 more people went bust by day 5.
our manager was alarmed that the AI usage is rising and costs are on an increase so use it wisely
Today they requested work on 5 tickets in a row and blew through the token plan on the agent.
Is it healthy adoption, or are we burning tokens somewhere we shouldn't be?
I'm not convinced everyone is using Cowork correctly and we're wasting tens of thousands of credits on stuff that could be done with a regular Copilot premium license.
The bill hit finance around month four... our director went from "AI-first engineering culture" in slack to radio silence
I have used $145 in around 5 prompts... I am looking at a $5000+ bill by end of the month
we are being asked to report an estimate of how much will be the usage per story in a sprint
When offshore team’s AI token usage is more expensive than their salary
please withhold from using chatgpt, we are running out of credits
I have received credit limit increase requests for practically everything for the past week
Nobody, not even the model provider, knows what your request will cost before it returns. You're writing a blank check every time you hit enter.
Azure does not currently support a native hard spending limit ... that automatically disables the service once a specific dollar amount is reached.
Engineering and FinOps teams
Where they talk
- r/FinOps
- r/SaaS
- r/AI_Agents
- r/LLMDevs
- r/ClaudeAI
- r/ClaudeCode
- r/devops
- r/cscareerquestions
Tools they use today
- Claude
- ChatGPT
- Claude Code
- Copilot
- GitHub Copilot
- LiteLLM
- Cursor
- Codex
Why those fall short
- no usage limits or guardrails; spend only visible after the fact
- no usage monitoring or baseline cost numbers before rollout
- No account-level usage limits or cost governance; enterprise context bloats usage.
- No visibility or governance; usage limits and enterprise pricing unpredictable
- running out of credits, can't work until payment processes
Map of ideas
Drawing the map…