
Robot Visible — The AEO Action Loop
See who AI recommends, why competitors win, what to change next, and whether it worked. Run a free AEO scan with live answer evidence.
@bransburyx · X
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Tech stack
17 projects

See who AI recommends, why competitors win, what to change next, and whether it worked. Run a free AEO scan with live answer evidence.
@bransburyx · X

AI scans competitors and market data to validate if a startup idea is worth building in 90 seconds.
@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.

Post your AI project and get community verdicts on its quality.
u/KarenImNotKaren · Reddit
Slop Or Not - is your project good or bad? A lot of people out there making AI junk (me included), but also people making great tools and interesting, creative things. This is just another place to post what you're making and check out what others have been making and leave your input on them. You can even tell me that the site itself is crap, I dont mind :). that's the point. https://slopornot.simplicated.dev Cheers! submitted by /u/KarenImNotKaren to r/SideProject

Practice job interviews with an AI recruiter and get real-time feedback on your answers.
BenGallagh · HN
AI mock interview tool that scores your answers – free, no signup

Analyze real-time financial data with AI-powered automated investment insights.
@tonylexfi · X

Log and retrieve decisions with complete provenance for humans and AI agents.
@burn2delete · X

Give your AI product a sense of user taste through preference learning.
@marcellafjacob · X

Scores AI-generated ad creative and returns verdicts (run/fix/kill) via MCP and REST API.
ds246 · HN
Spendict – a performance marketer's verdict for AI agents, over MCP

Enter a startup idea to get AI validation with competitor research and a Go/Pivot/Saturated/Stop verdict.
@Hustleworld_24 · X
A few weeks ago, I had no idea what I was doing with Claude Code. Today, I shipped my first project built with it. 🚀 Founder Evolution AI 👇 Would love your honest feedback on my MVP #Buildinpublic #Saas #Claudecode #Vibecode #Founder #indiehacker

Real-time authorization and policy enforcement for controlling AI agent spending.
rhmnkpc · Product Hunt
Paitify The authorization layer for AI agent spending

Bring decisions to a private panel of 5 AI advisors who debate live and reach a synthesized recommendation.
@yaseenvalji · X
built this in a couple hours with Claude Code on Fable 5 ultracode. any hard decision goes to a board of 5 AI advisors: they debate live, a Chair calls it, and it remembers the outcome. open source, on the Claude API. @AnthropicAI

Talk to AI avatars that show real-time emotional responses based on conversation.
benanam · HN
Real-time avatars that change emotions as you talk