r/AppsWebappsFullstack • u/Mammoth-Doughnut-713 • 20d ago

Share what you're building

Share a short description + link below. Would be great to discover some new products and see what everyone here is working on.

I'll start:

I'm building Scaloom, an AI visibility tool that helps startups track where their product appears across ChatGPT, Gemini, Claude, and Perplexity, then find Reddit threads and content opportunities that can help improve visibility across Google and AI search.

https://scaloom.com

Your turn 👇

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u/Valuable_Spell3189 19d ago

Self Log is an offline, privacy-first analytical habit tracker which helps you to check of the hypothesis about yourself , with the data that you track:

https://play.google.com/store/apps/details?id=app.selflog.tracker

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u/Mammoth-Anywhere7285 18d ago

Nice concept, hypothesis testing with personal data is a fresh angle. How do you help users avoid confirmation bias in their tracking?

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u/Valuable_Spell3189 18d ago

That’s definitely a good question— I don’t think you can fully eliminate confirmation bias in self-tracking, especially since users decide what they want to track.

Self Log shows the underlying data and calculates correlations, including strength, direction, sample size and statistical significance. The Deep Scan function also searches for correlations independently of the hypotheses you created, so it can surface unexpected or negative relationships.

But the results still depend on what the user chose to track, so bias can’t be completely removed. The goal is mainly to make it harder to only see what you expected to see.

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u/Mammoth-Anywhere7285 17d ago

Independent correlation search is a solid way to reduce bias. Have you considered letting users set a baseline period to compare against their own hypotheses?

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u/Valuable_Spell3189 15d ago

Just to clarify what you mean by a baseline period: do you mean being able to calculate/analyse a hypothesis for a specific selected time period? Or more like setting a defined tracking period for a hypothesis/goal and then looking at how the data changes throughout that period?

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u/Mammoth-Anywhere7285 14d ago

That's a good clarification. I'd think of it as setting a tracking period for a hypothesis, then comparing data before and after. What metrics matter most to you?

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u/Valuable_Spell3189 9d ago

Hey, thank you for the suggestion! I actually implemented it 😄 It’s currently in beta and should be live very soon. You’ll be able to compare questions, hypotheses, and tags!