... Product Hunt! I m the maker of aicostlabs.com . The idea for this project started out of sheer frustration. As I was building my own AI wrappers, I kept hitting the same wall: AI unit economics are hard. API prices change every week, token counting is confusing, and calculating if a feature is actually profitable often feels like guesswork. I got tired of messy spreadsheets, so I built a suite of tools to solve it. What exactly is inside aicostlabs

... Aicono is a lightweight Windows utility that automatically groups and arranges desktop icons by semantic similarity, turning a cluttered desktop into a stable, high density grid that stays organized over time. It uses a fast local model for name/content similarity and a grid like layout for quick visual scanning, with adjustable spacing, filters, and WYSIWYG for instant access early feedback from power users is especially welcome. Aicono

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... Quick recap AICosts.ai is the unified dashboard I built to track AI spending across 50+ platforms after getting tired of juggling multiple billing portals and surprise charges from forgotten automations. We recently tried our first organic launch on PH a few days ago as well so thank you to everyone who upvoted and/or commented! Milestone Update: First Paying Subscribers! Just hit two major milestones this week: First $19.99/month Pro subscriber - A freelance developer who was manually tracking costs across ... ... surprise OpenAI bill last month and needed team-wide visibility Both found us through word-of-mouth and PH, which validates that this pain point is REAL for people actually building with AI tools daily. What's Working vs