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Product Hunt Daily | Apr 12, 2026

Gemini turns complex info into interactive 3D simulations; terminal CFOs, natural language investing tools, and i18n boost decisions & efficiency. Compression gateways, MCP design contexts signal cost-saving & agent collab trends. Top Product Hunt picks for Apr 12, 2026.

7 min read

Handpicked daily: hottest, most promising Product Hunt products to track global trends and startup directions.

#1 Interactive Simulations in Gemini

Interactive Simulations in Gemini

Tagline: Gemini turns questions into interactive concept demos.

Intro: Interactive Simulations in Gemini turns complex topics into custom interactive 3D visualizations in chats. Use “show me” or “help me visualize” for real-time manipulable simulations, not static text.

Keywords: Gemini 3D visualizations #interactive simulations real-time manipulation

Votes: 360 votes

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#2 Ray

Ray

Tagline: Personal CFO in the terminal

Intro: Ray reads real transactions, remembers goals, suggests next steps. Runs locally, open source, free with your keys.

Keywords: terminal-based CFO #personal finance #open source

Votes: 264 votes

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#3 Music Marketplace by Eleven Labs

Music Marketplace by Eleven Labs

Tagline: Create a track. Publish it. Earn when it is used.

Intro: Music Marketplace by Eleven Labs replaces music licensing with generate-publish-charge-per-download-or-remix. Tackles sync fees, clearance delays, per-use negotiations.

Keywords: Music licensing #sync fees clearing remix #download royalties

Votes: 249 votes

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#4 R0Y

R0Y

Tagline: Natural language to investment dashboards in seconds.

Intro: R0Y natural language financial studio generates investing dashboards in seconds. Supports projections, macro analysis, backtests, strategy models; billions of data points for interactive real-time systems with team collab/share.

Keywords: Natural language financial studio #investing dashboards #backtests

Votes: 196 votes

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#5 Edgee Codex Compressor

Edgee Codex Compressor

Tagline: Using Codex, costs drop 35.6%

Intro: Edgee Codex Compressor routes Codex requests to compression gateway. Same repo/model/workflow benchmarks: input tokens -49.5%, cache hit 76.1%→85.4%, per-session cost -35.6%.

Keywords: Codex context compression #compression gateway #cache hit rate

Votes: 154 votes

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#6 ClarifierAI for IOS

ClarifierAI for IOS

Tagline: AI for clearer messages, faster translation.

Intro: ClarifierAI for iOS: iPhone keyboard rewrites/translates 113 languages in any app. Activates on need, for Gmail, LinkedIn, iMessage, WhatsApp, Slack etc.

Keywords: iOS keyboard #translation 113 languages #message rewriting

Votes: 147 votes

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#7 Layered

Layered

Tagline: Personalized AI outfits for selfies

Intro: Layered builds wardrobe from selfies, generates daily outfits from existing clothes. New items → Pinterest lookbooks; travel capsules by destination/weather/luggage.

Keywords: selfie to wardrobe #outfit picks #Home screen widget

Votes: 136 votes

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#8 Nicelydone MCP

Nicelydone MCP

Tagline: Design context for AI agents

Intro: Nicelydone MCP via MCP gives AI agents 140,000+ real screens, flows, UI components from launched products. For Claude, Cursor, VS Code design contexts.

Keywords: MCP #AI agents #UI components

Votes: 133 votes

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#9 LLM-Citeops

LLM-Citeops

Tagline: Boost AEO/GEO scores 60% free

Intro: LLM-Citeops: free Node.js CLI measures AEO readability, GEO AI trust scores. Outputs HTML/JSON/CSV; CI fails on score drops.

Keywords: Node.js CLI #AEO #GEO

Votes: 14 votes

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#10 ARCH

![ARCH](https://cdn.ustack.app/blogs/content/79640a12-3f05-4951

#15 Better i18n

Better i18n

Tagline: AI-powered localization infrastructure for modern apps

Intro: Better i18n replaces CMS + translation tool + CDN with one platform for content creation, AI translation, and global CDN publishing in seconds. MCP-native mode lets AI agents (Claude, Codex) manage translations; includes multi-language Content CMS (help centers, blogs, docs) and SDKs for Next.js, Remix, Expo, Flutter, Swift.

Keywords: AI translation #MCP-native #global CDN

Votes: 7 votes

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#16 Scaloom AI Warmup Engine

Scaloom AI Warmup Engine

Tagline: Build Reddit Karma safely with AI—no bans, no guesswork

Intro: Scaloom AI Warmup Engine provides AI-assisted Reddit warmup via step-by-step guidance or automation. For building karma and credibility while avoiding spam filters and bans.

Keywords: Reddit warmup #AI guidance #spam filters

Votes: 6 votes

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#17 questo

questo

Tagline: Find minds before faces

Intro: questo provides a quiet space to curate taste, rediscover self, and connect through meaning, not endless swipes. For deep interactions with intentional focus.

Keywords: social connections #depth over endless swipes meaningful interactions taste curation

Votes: 5 votes

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#18 Events Scout

Events Scout

Tagline: AI agent finds right events, learns preferences

Intro: Events Scout is a resident AI agent discovering team-relevant conferences, summits, meetups. Daily scrapes 12+ sources (Luma, Eventbrite, organizer pages, community calendars), extracts structured event data and organizer contacts, learns via like/dislike.

Keywords: AI agent event discovery structured event data

Votes: 5 votes

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#19 Dup

Dup

Tagline: Find duplicate photos/videos, remove exes, clear dev caches

Intro: Dup is Mac cleanup app deduplicating photos/videos by content, not filenames. v2.0: one-click delete person's photos, cross-codec video match, 7-language on-device ML—no data upload.

Keywords: duplicate photos #on-device ML #Mac cleanup

Votes: 4 votes

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#20 ProplyLens

ProplyLens

Tagline: Create higher-converting property listings

Intro: ProplyLens uses AI for publish-ready property photos: enhancement, clutter removal, virtual staging, exterior edits. Seconds from upload; cinematic videos from images soon.

Keywords: AI property visuals #photo enhancement #virtual staging

Votes: 3 votes

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#21 LemonDash

LemonDash

Tagline: Free mobile dashboard for Lemon Squeezy sellers

Intro: LemonDash: 100% free open-source mobile app tracks MRR, revenue, sales, subs, refunds, renewals in real-time with push notifications. For iOS monitoring; Android planned.

Keywords: MRR tracking #push notifications #Lemon Squeezy

Votes: 3 votes

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#22 Pali

Pali

Tagline: Path to better relationships

Intro: Pali offers daily practices based on attachment theory, CBT, positive psychology for deeper connections and self-awareness. For relationships or single.

Keywords: attachment theory #CBT positive psychology

Votes: 3 votes

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#23 Clawsmith

Clawsmith

Tagline: Connect coding agent to better product ideas

Intro: Clawsmith converts ecosystem needs to agent-executable briefs. Scans 12+ OpenClaw sources, ranks by Virality Score (real engagement), shows posts/signals, sends briefs via MCP to Claude Code, OpenClaw, Codex.

Keywords: OpenClaw #MCP #Virality Score

Votes: 3 votes

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#24 Agent Universe

Agent Universe

Tagline: Real-time tracker for AI agent economy

Intro: Agent Universe tracks creators, products, frameworks, research, updates, signals; maps to real-time graph. Real-time feeds on X/LinkedIn for agent economy monitoring.

Keywords: AI agent economy #real-time graph #X real-time feeds

Votes: 3 votes

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#25 Don't Steal My Artwork

Don't Steal My Artwork

Tagline: Protect your original digital artworks

Intro: Don't Steal My Artwork provides pixel-level protection for original digital art. For artists needing identification and attribution safeguards.

Keywords: pixel-level protection #digital artwork identification #original artwork protection

Votes: 3 votes

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#26 ProplyLens

ProplyLens

Tagline: Craft high-converting property listings

Intro: ProplyLens uses AI for property images: photo enhancement, clutter removal, virtual staging, exterior edits. Upload for publish-ready visuals; cinematic videos soon.

Keywords: AI property images #virtual staging #photo enhancement

Votes: 3 votes

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#27 TaskBlips

TaskBlips

Tagline: Turn real computer into AI creatures' habitat

Intro: TaskBlips uses Blips (pixel/AI creatures) for tasks: open apps, create files, browse web. Mood, hunger, health affect collaboration; for specific operations.

Keywords: Blips #Groq #OpenAI #Claude

Votes: 3 votes

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#28 PyChallenge

PyChallenge

Tagline: Learn Python through practice

Intro: PyChallenge trains Python thinking via real exercises, not syntax. Provides instant feedback to verify results, unlike syntax-focused tutorials.

Keywords: Python practice #instant feedback code output

Votes: 3 votes

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#29 MapsNotIncluded - ONI Seed Browser

MapsNotIncluded - ONI Seed Browser

Tagline: Easily find best Oxygen Not Included maps

Intro: MapsNotIncluded - ONI Seed Browser: map database with complex condition searches. Clear attribute displays for browsing/comparison; free for all.

Keywords: Oxygen Not Included maps database conditional search

Votes: 2 votes

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#30 LemonDash

Links: Website|[Product Hunt](https://www.producthunt.com/products/lemondash?utm_campaign

#30 StemAllDay — Subscriber Tracking

StemAllDay — Subscriber Tracking

Tagline: Track app signups without terminal queries or GA.

Description: StemAllDay — Subscriber Tracking replaces daily MongoDB Shell workflows with a single dashboard. Connect MongoDB, Firebase, Supabase, or PostgreSQL to view daily signups. Supports 30-second connection string setup, 30-minute refreshes, AES-256 encrypted credentials, and filtering by plan/region/any field.

Keywords: Subscriber Tracking #MongoDB Shell alternative #AES-256 encrypted credentials

Votes: 2 votes

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#30 StemAllDay — Subscriber Tracking

![StemAllDay — Subscriber Tracking](https://cdn.ustack.app

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