parweb · HN

Detecting AI-written copy without an LLM (deterministic, client-side)

@Ebrahim_Rio · X

Most founders skip validation and pray. I automated the "worth building?" check. AI scans competitors, Reddit, and market data → Cook or Kill in 90 seconds. Killed? It surfaces the pivot the data actually backs.

u/Ozan_D · Reddit

AISA - AI Fluency Assessment In the last 6 months I built an AI Fluency Assessment system (called AISA) - it's currently the most sophisticated (and popular) of it's kind. Has high fidelity in what we measure to both what Anthropic and US. Dept. of Labour agree as the markers of AI fluency. People chat with an AI agent uniquely trained to judge their AI fluency, get a detailed report and a breakdown of their AI skills, a certificate and a growth roadmap. We measure in 5 main dimensions.

u/AISaas_ · Reddit

Honest feedback for my updates Hey all, I launched my saas back in February and had alot of traction in the beginning and still to this day, 0 paying customers. Im not sure if its a feature/do people really want this issue or a landing page issue to capture the 'aha' moment. It's a social content growth saas helping users grow using their own data, their own personal growth coach and insightful analytics. Recent updates are: - instagram api integration - UI update - whats w

u/RockettBits · Reddit

I built a tool to check whether my websites are ready to be cited by ChatGPT, Perplexity, Gemini A lot of AI SEO tools seem to work in a similar way. They send your site to an LLM and ask it to generate a score. The result can look convincing, but it is often hard to know what the score is actually based on. I wanted to build something more reproducible with findyouraiscore.com The scoring uses fixed rules based on published research articles around GEO, RAG, citation behavior and sourc

u/Rabus · Reddit

I got TestingModels too overcomplicated over the month it is running: looking for some feedback how to make it more useful and simpler I run a benchmark like arena.ai , but with pre-generated prompts. So far, nearly 6k people came in and like 30k comparisons has been made - which means the thing is genuinely useful for people to compare the models. The problem is the more features i started adding the more overblown and complicated UI became - like old internet explorer tab bars Old: ht

@debugmediaa · X

@citeOS_io · X

is all yours

@the__kamsi · X

PaperCheck — 论文提交前自查工具，提供 Turnitin 查重 + AI 写作检测报告，帮助学生在正式提交前发现问题

@rocky_rowdy_ · X

If anyone wants to check out the little project I’ve been #vibecoding it’s It’s basically a simple place to discover and promote AI projects/tools. We’re still super early, but already seeing real visitors and a few paid ad spots getting picked up. #ai

@SearchAuditio · X

Hello! We built a tool to check the visibility of vibe coded sites and we also can fix the issues. You URL audit is free, no subscription :)