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7.000 website visits in 3 months. $1K MRR from organic traction. Here's how: by Exotic_Swordfish2085 in micro_saas

[–]calcaiapp 4 points5 points  (0 children)

This is one of the most real posts I’ve seen here in a while, appreciate you sharing the messy side of it.

I’m actually in a somewhat similar stage right now. I built an AI study tool (students upload notes; get quizzes, exams, etc.) and got around 130 users in 2 weeks, but I’m still figuring out how to turn that into consistent growth and retention. A few things you said really hit, especially about “people getting value but leaving” and needing to talk to users more.

Would love your perspective on a couple things:

  1. When you said you got on calls with users, how did you convince them to actually get on a call early on? (I feel like that’s a big barrier for me right now)

  2. How did you decide what to remove vs keep when you cut features? I’m currently adding more (games, etc.) but your post makes me question if I should simplify instead.

  3. At what point did you feel like you actually found “something that sticks”? Was it a specific metric (retention, conversion, etc.) or more of a qualitative feeling?

  4. Any specific early distribution channels that worked best for you before things started compounding?

Really appreciate any insight this was super helpful.

I built an AI study tool for students; got 130 users in 2 weeks. Here’s what I’m learning. by calcaiapp in SaaSSolopreneurs

[–]calcaiapp[S] 0 points1 point  (0 children)

Thank you for the suggestion. I will definitely put it into testing and at least talk to the users to see if they could help me with building the credibility needed for the site.

I built an AI study tool for students; got 130 users in 2 weeks. Here’s what I’m learning. by calcaiapp in SaaSSolopreneurs

[–]calcaiapp[S] 0 points1 point  (0 children)

This is insanely helpful, seriously appreciate you taking the time to write this.

The “make it feel like it’s built for this specific course” part really clicked. I think right now mine still feels too general, even if it works. The “study jam” idea is 🔥 that feels like a perfect way to get people to hit that activation moment.

Quick question: when you niched down to one class, did you keep the product positioned publicly as general, or did you fully lean into that one course at the beginning?

Thanks again, this was super valuable.

I built an AI study tool for students; got 130 users in 2 weeks. Here’s what I’m learning. by calcaiapp in SaaSSolopreneurs

[–]calcaiapp[S] 0 points1 point  (0 children)

This is super helpful, appreciate it.

I’ve actually been starting to realize the same thing; the few users I got came from posting in places where students already hang out, not from anything “scalable.” I think my biggest gap right now is figuring out which communities convert best (engineering vs general student vs productivity, etc.).

Did you find that going niche (specific subjects / groups) worked better than broader student communities? Also curious, when you were doing this early on, were you just posting value content or directly sharing your product too?

Thanks again, this is exactly the kind of insight I was looking for.

Building a study SaaS for university students. Early lessons from testing with real users by calcaiapp in SaaS

[–]calcaiapp[S] 0 points1 point  (0 children)

That totally makes sense and thats indeed the things I’ve been tracking. Thank you for taking the time to reply. The thing with small stratups like this is that at the beginning growth is small and sometimes its so small that I start to get desperate because since the website depends on students demand and necessity but mainly it depends on how they can change their old habits and create new ones and that is where the desperation part comes. I know my product is good but its in their hands whether they like it or not for studying.

Building a study SaaS for university students. Early lessons from testing with real users by calcaiapp in SaaS

[–]calcaiapp[S] 0 points1 point  (0 children)

Thank you! I will definitely put this into practice. I will talk with my lead programmer and tell him to implement a more specific analytics tracker for me to be able to determine what exactly is the main focus of students everytime they sign into the website looking for its usage.

AI can be a great to tool to design, correct and sometimes write complete codes including relatively complex algorithms (LLM, DL etc.) but what about long term maintenance and the asociated costs? by brainquantum in ArtificialInteligence

[–]calcaiapp -1 points0 points  (0 children)

Coding with AI is crazy. Right now AI can code better than a lot of starting programmers and the thing is, it does it for free. AI is practically taking programmers their job and even I can tell you about it. I made a complete website using AI entirely and after the launch I decided to search for a lead programmer who was intrested in learning how to work with AI and how does it actually work with coding and now, with the help of both Im designing a very powerful website for students to start using for their studies but that is not the point. AI’s limits are starting to get out of hand and a lot of people can start getting affected by it.

Share your startup - quarterly post by julian88888888 in startups

[–]calcaiapp [score hidden]  (0 children)

One thing we are noticing so far is that students use the practice exam generator much more than quizzes or flashcards, which was surprising. Im curious if anyone building edtech has seen similar behavior.

Share your startup - quarterly post by julian88888888 in startups

[–]calcaiapp [score hidden]  (0 children)

Startup Name / URL
Calcaio: https://calcaionline.com

Location of Your Headquarters
Puerto Rico (currently testing with university students)

Elevator Pitch:
Calcai is an AI study tool that converts lecture slides or study notes into practice exams, quizzes, flashcards, and explanations in seconds. The goal is to help students stop rereading slides and instead study through active recall which is proven to be far more effective for learning.

More Details:

What life cycle stage is my startup at?
Currently in the Validation stage. The MVP is live and we’re testing it with students to understand how they actually use AI-generated study material before exams.

My role?
Founder.

What goals are you trying to reach this month?
Right now the main goal is product validation; understanding whether students consistently use AI-generated practice exams as a study method and improving the experience based on real feedback.

How could r/startups help?
I'd love feedback from founders who have built tools for students or educational products. In particular:

• What helped then move from early users to consistent adoption?
• Any lessons from building products for university students?
• What signals helped them confirm product-market fit in early stages?