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App idea validation tool using real Play/App Store search demand

A tool that checks real Google Play and App Store search demand for app ideas before you build. It pulls actual search volume and competitor apps, then gives a build/bench/avoid recommendation plus a deeper report on niche ownership and gaps. LLMs are not explicitly mentioned; the tool likely uses search data APIs rather than LLMs.

8 engagement·1 source·Sun, Jul 12, 2026, 09:53 PM
The tool takes an app idea (e.g. 'yaml editor', 'habit tracker') and returns real search demand from Google Play and App Store, lists competing apps, and provides a straight 'build / bench / avoid' read plus a deeper report on who owns the niche and where the gap is. No tech stack or traction signals stated. The creator built it after repeatedly shipping apps nobody searched for.

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ProductSun, Jul 12, 2026, 06:08 PM

Wedge helps founders validate startup ideas by pressure-testing assumptions

Wedge is a tool that guides founders through a structured process to evaluate startup ideas before building. It uses LLMs to help users identify target users, surface hidden assumptions, assess risks, and determine what to validate first. The goal is to reduce wasted time and resources on unviable concepts.

2 engagement·1 source·reddit
ProductSat, Jul 11, 2026, 10:54 AM

AI Business Visibility Scanner: checks if LLMs recommend your local business

A tool that lets local businesses check whether AI assistants like ChatGPT, Perplexity, and Gemini recommend them when asked for the best provider in their category. It solves the problem of businesses being unaware that AI recommendations can drive customers to competitors, and helps them understand their AI visibility.

1 engagement·1 source·reddit
ProductSat, Jul 11, 2026, 10:45 PM

LLM hardware recipe database with filters and community usage tracking

A community-driven database that lists which LLM models run on which hardware, with performance details. Users can filter by hardware, submit new recipes, and mark which recipes they actively use to show popularity. It solves the problem of finding compatible model-hardware combinations for LLM deployment.

4 engagement·1 source·reddit
ProductSun, Jul 12, 2026, 02:30 PM

Agent Legibility Analyzer: test if AI shopping agents can parse your store

A tool that lets e-commerce store owners check whether AI shopping agents can read and understand their product listings. It uses LLMs to simulate how agents interpret store content, helping merchants optimize their sites for agent-driven shopping.

1 engagement·1 source·hackernews
ProductSun, Jul 12, 2026, 05:25 AM

LLM comparison dashboard for quality, latency, and cost

A dashboard that lets users test LLMs on their own data, comparing quality, latency, and cost side by side. It runs on Nebius Serverless and helps developers choose the best model for their specific use case rather than relying on leaderboards.

0 engagement·1 source·rss
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