Product Hunt launches most likely to raise Series A
PHBench scored 100 featured Product Hunt launches from this week on their probability of raising a Series A within 18 months. The strongest signal was Composer 2.5 at 56x the 0.78% base rate. Scores come from the benchmark's champion model, trained on 67,292 launches and 528 verified Series A rounds. Highlighted rows are the picks sent in that week's newsletter: vetted companies that had not yet raised a Series A.
| # | Product | Category | Daily rank | Votes | Makers | Lift |
|---|---|---|---|---|---|---|
| 1 | Composer 2.5Funded Cursor’s most powerful model yet | Artificial Intelligence | #3 | 361 | 11 | 56x |
| 2 | WeWeb 3.0 Vibe-code apps with the safety net of a no-code editor | Website Builder | #3 | 273 | 18 | 51x |
| 3 | Mixpanel Headless Programmatic access to product analytics for agents and devs | Analytics | #8 | 130 | 5 | 50x |
| 4 | Google Antigravity 2.0 Orchestrate multi-agent workflows from a desktop app | Task Management | #4 | 265 | 0 | 48x |
| 5 | Supercut for Agents Permission-aware AI access to recordings and metadata | Productivity | #7 | 147 | 5 | 46x |
| 6 | Google Antigravity CLISeries C+ Run coding agents directly from your terminal | Developer Tools | #2 | 228 | 3 | 46x |
| 7 | Basedash Skills Reusable AI instructions for every Basedash surface. | Artificial Intelligence | #18 | 97 | 3 | 43x |
| 8 | Tycoon AI Run one-person companies entirely with AI agents | Marketing | #1 | 446 | 3 | 42x |
| 9 | Drizz Mobile tests that write, run, and fix themselves | Developer Tools | #2 | 390 | 8 | 41x |
| 10 | Papr Graph Upgrade to graph-native vector embeddings | API | #18 | 94 | 3 | 41x |
| 11 | Manus Scheduled Tasks 2.0 Run recurring Manus work inside the same task context | Productivity | #9 | 140 | 0 | 40x |
| 12 | Krea 2 An image model built for style control and moodboards | Photography | #10 | 111 | 4 | 38x |
| 13 | WarmIntro Free tool to find your warmest path into any company | Sales | #5 | 213 | 3 | 36x |
| 14 | TestSprite 3.0 Let a fleet of parallel agents test your app in minutes | Developer Tools | #1 | 416 | 5 | 34x |
| 15 | CtrlOps Deploy, Debug & Manage Linux Servers with AI. | Linux | #5 | 226 | 3 | 34x |
| 16 | Chert Build AI agents that text customers in iMessage | Messaging | #7 | 176 | 2 | 33x |
| 17 | Voker The Agent Analytics Platform for AI Product Teams | Analytics | #9 | 147 | 2 | 33x |
| 18 | Vivaldi 8.0 New unified look for full customization | Productivity | #7 | 142 | 3 | 31x |
| 19 | imgproxy v4 A fast and secure self-hosted image processing server | Software Engineering | #11 | 139 | 3 | 31x |
| 20 | PollyReach Give your agent a real number and voice to make calls. | Productivity | #1 | 495 | 4 | 31x |
| 21 | Tacet The brain monitor for cognitive health scores | Android | #10 | 116 | 9 | 31x |
| 22 | SuprSend AI AI-first platform for multi-channel notifications | SaaS | #10 | 116 | 2 | 31x |
| 23 | Command A+Series C+ Cohere’s open enterprise workhorse | Open Source | #6 | 114 | 0 | 27x |
| 24 | Cosmic Insights Cookieless web analytics built into your CMS | Analytics | #27 | 76 | 0 | 27x |
| 25 | Mantle Chat Collaboration platform where teams work with AI together | Productivity | #4 | 319 | 3 | 26x |
| 26 | CatchAll by NewsCatcher Build any dataset from the web. Filtered to your criteria. | Developer Tools | #12 | 110 | 2 | 25x |
| 27 | InstaVM Instant computers for AI agents | API | #17 | 97 | 1 | 24x |
| 28 | Ente Locker Shared vault for your most important documents | Storage | #15 | 99 | 3 | 23x |
| 29 | MotionFunded A video agent for tasteful motion design | Artificial Intelligence | #6 | 182 | 4 | 23x |
| 30 | Starchild-1 by OdysseyFunded The first real-time multimodal world model | Robots | #14 | 101 | 1 | 21x |
| 31 | WordPress 7.0 Introducing AI tools, new admin experience & design controls | WordPress | #4 | 234 | 1 | 21x |
| 32 | Visual Usability Checker Validate your design decisions instantly with AI insights | Design Tools | #9 | 129 | 3 | 21x |
| 33 | Auto Posts Schedule social post, Telegram messages + more | Social Media | #6 | 170 | 6 | 20x |
| 34 | DecisionBox for Databricks Connect DecisionBox to your Databricks to validate findings | Open Source | #22 | 76 | 4 | 20x |
| 35 | AlliHat Claude AI in your Safari sidebar | Browser Extensions | #16 | 98 | 1 | 20x |
| 36 | AGG Identify A lightweight, secure streamlined OIDC and OAuth2 provider | SaaS | #26 | 72 | 1 | 19x |
| 37 | Agora-1 by Odyssey A multi-agent world model you can play | Artificial Intelligence | #25 | 82 | 1 | 19x |
| 38 | Trainer Train AI agents by recording your screen | Developer Tools | #20 | 88 | 1 | 19x |
| 39 | VWFNDR™ + MBL Take raw photos with proof they're real, not AI | Android | #23 | 85 | 2 | 18x |
| 40 | Haystack Review the pull requests that actually need human attention | Developer Tools | #12 | 118 | 1 | 17x |
| 41 | Cleo The AI PM that runs your team | Productivity | #2 | 345 | 2 | 17x |
| 42 | ShioriCode Open-source alternative to Codex & Claude Code | Open Source | #13 | 113 | 1 | 17x |
| 43 | SignalLEMO - Ai Outreach Made Simple AI-powered lead outreach for field service contractors | Productivity | #13 | 82 | 1 | 17x |
| 44 | Emdash One app. Every coding agent. Open-source. | Productivity | #3 | 363 | 2 | 16x |
| 45 | Thinnest AI Build Voice AI Agents in 100+ languages for ₹1.5/min | SaaS | #19 | 90 | 1 | 16x |
| 46 | LayerProof Kraft Co-write insightful long form content | Design Tools | #16 | 91 | 7 | 15x |
| 47 | Insights by Omnia Step-by-step action plans to improve your AI visibility. | Marketing | #10 | 146 | 4 | 15x |
| 48 | Shroomie AI-powered news made fun and habit-forming | Productivity | #19 | 84 | 3 | 14x |
| 49 | Skilled Dashboard to find agent skills you no longer need | Developer Tools | #22 | 75 | 1 | 14x |
| 50 | General Compute AI models that run on an inference cloud optimized for speed | API | #3 | 302 | 1 | 14x |
| 51 | Memdex Turn every AI conversation into reusable local memory | Productivity | #1 | 232 | 1 | 14x |
| 52 | AutoSubtitles 2.0 AI subtitles & animated captions with faster editing | Productivity | #19 | 94 | 1 | 13x |
| 53 | CaseGap AI Find law firm revenue leaks, then fix them | Legal | #21 | 87 | 1 | 12x |
| 54 | Nugget AI Turn customer interviews into your product roadmap | SaaS | #9 | 141 | 1 | 12x |
| 55 | Glia Local-first AI memory bridge between browser chats and IDEs | Productivity | #12 | 102 | 1 | 12x |
| 56 | HelioPeak Solar monitoring for pvoutput on every Apple device. | iOS | #25 | 73 | 1 | 12x |
| 57 | Viberia Command AI agents like you're playing Civilization | Productivity | #10 | 137 | 1 | 12x |
| 58 | calog.cc Chat-based calorie tracker that actually knows desi food | Health & Fitness | #22 | 87 | 1 | 12x |
| 59 | Faby Your virtual coworker with its own computer living in Slack | Slack | #20 | 80 | 2 | 12x |
| 60 | Forsy Capture and sell your AI agent workflow data | Artificial Intelligence | #7 | 107 | 1 | 12x |
| 61 | Tophat by Shopify Test mobile CI builds on any device without building locally | Open Source | #17 | 86 | 0 | 11x |
| 62 | iPromise Bring "Body Doubling" to your Mac notch | Mac | #5 | 209 | 2 | 11x |
| 63 | Insta360 Mic Pro Pro audio with a customizable color E-Ink face | Hardware | #14 | 90 | 0 | 11x |
| 64 | Our Stories A storytelling tool for raising bilingual kids | Kids | #18 | 89 | 2 | 11x |
| 65 | Type Switch 3.0 for macOS Instant language switching for multilingual Mac users | Mac | #21 | 78 | 1 | 10x |
| 66 | Monocle 3.5 for macOS Noise-cancelling for your screen | Productivity | #8 | 154 | 1 | 10x |
| 67 | Slideshot Product demo videos, recorded by your AI agent | Productivity | #6 | 196 | 1 | 9.5x |
| 68 | Multi-Claude Run multiple Claude accounts side by side on your Mac | Mac | #19 | 82 | 1 | 9.2x |
| 69 | Novi Notes 1.1 A local AI memory layer for your Mac | Mac | #14 | 100 | 1 | 9.0x |
| 70 | DCP Give your AI agents encrypted permission and keys | Developer Tools | #15 | 103 | 1 | 8.9x |
| 71 | JAMtime.ai Just tell your guitar pedal how to sound | Artificial Intelligence | #16 | 93 | 1 | 8.8x |
| 72 | Area Contrast Checker Drag, Select, Know. A new way to check A11y contrast | Chrome Extensions | #12 | 81 | 1 | 8.7x |
| 73 | CLI Market 3,760 retailers, one API for AI agents | Open Source | #29 | 74 | 1 | 8.6x |
| 74 | Contextberg Turn your work into AI agent memory, served over MCP | Productivity | #15 | 95 | 1 | 8.1x |
| 75 | whosthere Local Area Network discovery tool with an interactive TUI | Open Source | #21 | 79 | 1 | 8.1x |
| 76 | buildpipe Compose, run and automate multi step AI developer workflows | Developer Tools | #11 | 112 | 1 | 8.1x |
| 77 | Nota: AI Notes & Voice Turn voice, scans, sketches, and text into notes with AI | Notes | #23 | 77 | 1 | 7.8x |
| 78 | motionvid.ai Your AI Motion & Video Editor | Marketing | #14 | 102 | 2 | 7.4x |
| 79 | Vibedock Toggle Claude Code MCP servers from your menu bar | Mac | #8 | 95 | 1 | 7.3x |
| 80 | Invenio Local AI search for Mac video & photo libraries | Privacy | #23 | 74 | 1 | 7.2x |
| 81 | AutoShelf Auto-organize files on your Mac | Mac | #17 | 96 | 1 | 6.9x |
| 82 | Chromtuner A chromatic tuner for macOS. ±1¢ accuracy | Music | #17 | 83 | 1 | 6.9x |
| 83 | Zero Assist Real-time AI cheating detection for technical interviews | Hiring | #13 | 109 | 1 | 6.7x |
| 84 | Hanami A daily meditation with Japanese art | iOS | #16 | 96 | 1 | 6.6x |
| 85 | Framed Turn screenshots, videos, and code into polished visuals | Design Tools | #11 | 110 | 1 | 6.6x |
| 86 | Shuffle Design CLI Multi-AI CLI for building and redesigning websites | Design Tools | #17 | 92 | 1 | 6.5x |
| 87 | Finderlock Lock Mac files in Finder with Touch ID & AES-256 | Mac | #14 | 77 | 1 | 6.5x |
| 88 | Lyricly Live lyrics in your dynamic Notch & floating on your desktop | Mac | #28 | 75 | 1 | 6.4x |
| 89 | RetroMac Turn your Mac into a time machine. | Mac | #4 | 164 | 1 | 6.3x |
| 90 | Smart Miles Automatic trip tracking for tax-ready exports | Android | #24 | 74 | 1 | 6.3x |
| 91 | Moody Your Mac wallpaper that listens to your music & weather | Mac | #8 | 118 | 1 | 5.7x |
| 92 | Spantop Turn any Mac into a real second monitor | Mac | #9 | 93 | 1 | 5.5x |
| 93 | LearnHouse The modern way to teach what you build | Open Source | #15 | 99 | 1 | 5.4x |
| 94 | Tether The presence who comes to life in your messages | Messaging | #20 | 79 | 1 | 5.1x |
| 95 | Bulkmark Transform your Twitter/X Bookmarks into real knowledge | Productivity | #5 | 148 | 1 | 5.1x |
| 96 | Vocabi Translate, save & memorize words while you read | Chrome Extensions | #24 | 83 | 1 | 5.0x |
| 97 | Coca 2.0 Keep Your Mac and Apps Awake! | Mac | #11 | 86 | 1 | 4.7x |
| 98 | Buggyverse Study with strangers online, high-accountability focus rooms | Productivity | #26 | 81 | 1 | 4.7x |
| 99 | Kosshi Simple, fast outliner for Mac and iPhone. | Mac | #10 | 91 | 1 | 4.5x |
| 100 | note.md Local-first markdown based workspace for research writings | Writing | #3 | 213 | 1 | 3.9x |
How these predictions are made
Every featured Product Hunt launch is scored the following weekend using only signals visible on launch day: votes, comments, daily rank, maker count and follower reach, topic, and launch timing. The model is the champion of the PHBench leaderboard, which reaches 4.7x lift over random on a held-out test set. A separate funding check then flags companies that already raised a Series A or later, so the weekly newsletter only features companies still ahead of that round. Read the analytics for what drives rank and funding, or get the picks by email every week from the predictions page.