Product Hunt launches most likely to raise Series A
PHBench scored 95 featured Product Hunt launches from this week on their probability of raising a Series A within 18 months. The strongest signal was TrustedRouter at 59x 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 | TrustedRouterSeed Every model with a unified interface. Privacy with proof. | API | #6 | 144 | 11 | 59x |
| 2 | GPT-6 AstraSeries C+ OpenAI's most capable model for end-to-end work | Productivity | #1 | 396 | 5 | 53x |
| 3 | MonidPre-seed OpenRouter for agent tools | API | #1 | 424 | 4 | 51x |
| 4 | EAS ObserveSeries B Performance monitoring built for Expo and React Native | Open Source | #7 | 131 | 6 | 50x |
| 5 | NexSeed Claude Cowork for high-volume GTM workflows | Sales | #1 | 327 | 2 | 50x |
| 6 | Radar by ParticleSeries A The Podcast Search Engine | Developer Tools | #9 | 140 | 7 | 49x |
| 7 | Agent Builder by AirtopSeries A Build agents that heal themselves. | Artificial Intelligence | #2 | 322 | 14 | 47x |
| 8 | Computable GPU Index (CGI)Seed The first open-source price index for GPU compute | Open Source | #2 | 391 | 2 | 45x |
| 9 | Video Agent by FotorSeries B Create and edit precision motion graphics & video with chat | Design Tools | #1 | 368 | 4 | 44x |
| 10 | Interactive Sessions Drive the full SDLC with AI agents, step by step | Software Engineering | #3 | 265 | 5 | 43x |
| 11 | Google Gemini 3.8 Flash and CyberSeries C+ Next-gen Gemini for agents, reasoning, and cyber security | API | #4 | 232 | 2 | 43x |
| 12 | Creatium Coach Your multimedia mentor that takes you from mid to great | Education | #3 | 297 | 8 | 42x |
| 13 | ARBR Control Every AI Request | Open Source | #14 | 94 | 5 | 41x |
| 14 | BrandJet Turn public buying signals into sales pipeline | Sales | #2 | 272 | 3 | 41x |
| 15 | UserlensSeed AI agent to improve product adoption | SaaS | #15 | 109 | 2 | 40x |
| 16 | Higgsfield GenjutsuSeries B Recast motion with your characters, locations & products | Artificial Intelligence | #7 | 140 | 0 | 39x |
| 17 | HydraDB OSSSeed Now open source: the fastest, cheapest graph DB | Developer Tools | #19 | 94 | 14 | 38x |
| 18 | Claude Fable 5.1Series C+ Claude’s most advanced models for coding and knowledge work | Developer Tools | #10 | 134 | 3 | 37x |
| 19 | CleanShot 5.0 with Studio Mode Mac-native app for screenshots, recordings and collaboration | Mac | #4 | 243 | 2 | 36x |
| 20 | RoundOS Free Docsend alternative | Sales | #8 | 140 | 2 | 36x |
| 21 | OmiSeed Ask your computer anything you saw or heard | Productivity | #4 | 256 | 3 | 33x |
| 22 | WeatherNext 3Public Our most advanced and accurate global weather AI model | Weather | #7 | 123 | 1 | 30x |
| 23 | Atlas by World LabsSeries B Turn text, pics, video, + 3D into camera-controlled HD video | Developer Tools | #5 | 214 | 0 | 27x |
| 24 | Articos Launch with confidence, not gut instinct | Marketing | #3 | 355 | 2 | 27x |
| 25 | Basedash AI SourcesSeed Trust every AI answer by seeing what built it | Data & Analytics | #17 | 95 | 1 | 26x |
| 26 | Sider Code Reshape any website with plain words via Sider extension | Chrome Extensions | #5 | 212 | 3 | 25x |
| 27 | OpenClaw 2.0Series A The AI that really does things | Messaging | #7 | 198 | 1 | 25x |
| 28 | Omarchy The malleable OS for the age of agents | Linux | #6 | 128 | 1 | 24x |
| 29 | MagiCrew Give everyone their own AI workforce in one platform | Productivity | #3 | 266 | 1 | 24x |
| 30 | Dial Give your AI agent a real phone number in 10 seconds | Productivity | #5 | 205 | 2 | 23x |
| 31 | BobVault for BobCLI CLI based Zero-Knowledge Architecture for code repositories | Software Engineering | #24 | 74 | 2 | 23x |
| 32 | Tovel AI From conversation to action, in three steps | Productivity | #20 | 78 | 2 | 23x |
| 33 | Sourclip 2.0Series C+ The research workspace built around Gemini Notebook | Productivity | #13 | 97 | 1 | 23x |
| 34 | Keiki Build one customer-facing AI agent and launch it everywhere | Messaging | #15 | 93 | 0 | 22x |
| 35 | Happy ShrimpPublic Alibaba's AI music generator for turning ideas into songs | Music | #17 | 90 | 0 | 21x |
| 36 | Reflexio Behavioral learning that makes AI agents better over time | SaaS | #2 | 274 | 2 | 21x |
| 37 | Stitch AI by Dynamic MockupsSeed The first embroidery digitizing agent | Design Tools | #12 | 119 | 6 | 20x |
| 38 | Browzer Put your technical content on autopilot | Marketing | #2 | 413 | 2 | 20x |
| 39 | Tabbit AI Public The best AI browser built both for you and your Agents. | Productivity | #6 | 147 | 2 | 20x |
| 40 | Compliance by TwelveLabsSeries B Video compliance review powered by rules you control | SaaS | #3 | 249 | 5 | 19x |
| 41 | Cosmic Agent Plugins Connect Cosmic agents to any service with an MCP server | Productivity | #19 | 81 | 1 | 18x |
| 42 | deepeye by deepidvSeed The deepfake detector that goes where you browse | Chrome Extensions | #11 | 120 | 5 | 18x |
| 43 | SnitchSeries C+ Your Slack org chart, built by everyone in it. | Slack | #8 | 111 | 1 | 17x |
| 44 | Inline Multiplayer work with AI, teammates, and friends | Messaging | #11 | 99 | 2 | 17x |
| 45 | EP–2350 FX–MICSeries A The programmable mic you can squeeze, shake & play | Music | #6 | 209 | 0 | 17x |
| 46 | Ponytail Make new code the last resort | Artificial Intelligence | #3 | 210 | 0 | 16x |
| 47 | ThunderPhone Platform for building reliable AI phone agents (from 2c/min) | Customer Communication | #14 | 95 | 1 | 15x |
| 48 | Naseem A native AI agent that does real work on your Mac | Mac | #21 | 76 | 1 | 15x |
| 49 | dif.sh Markdown feature flags your coding agent installs for you | Open Source | #1 | 344 | 4 | 15x |
| 50 | Onset MCP Write and publish release notes from your AI assistant | SaaS | #16 | 104 | 1 | 14x |
| 51 | Parasocial The podcast player for sharing. | Productivity | #6 | 206 | 1 | 14x |
| 52 | at8pm Your honest journal | iOS | #5 | 129 | 1 | 14x |
| 53 | myAIcademy Learn AI skills for your specific role and team | Android | #2 | 285 | 4 | 13x |
| 54 | Experiential LabsSeed Open source AI gateway turning traffic into a better model | Analytics | #6 | 123 | 2 | 13x |
| 55 | FrameOS Record your iOS & Android screen from your Mac. | Productivity | #10 | 135 | 0 | 13x |
| 56 | cmmnts Add a powerful comment section to any website | Productivity | #5 | 154 | 0 | 12x |
| 57 | TouchySeed An iOS assistant that understands the world around you | Productivity | #13 | 116 | 3 | 12x |
| 58 | Chalked for Mac Your replies ready with your work's full context | Mac | #14 | 89 | 1 | 12x |
| 59 | HyperprobeSeed Lets your AI agents debug production without redeploying | SaaS | #4 | 191 | 1 | 11x |
| 60 | Fillo Build forms into your product with your coding agent | Productivity | #16 | 90 | 0 | 11x |
| 61 | TrackMCPSeries C+ Google Analytics for MCP Servers | Analytics | #9 | 103 | 1 | 11x |
| 62 | sidebranch Easy git-based visual diffing | Productivity | #10 | 100 | 1 | 11x |
| 63 | Roadie Keep your Mac on the right microphone and speakers | Mac | #18 | 95 | 1 | 11x |
| 64 | PorteSeed Control your local Grok sessions from your phone | Open Source | #20 | 87 | 1 | 10x |
| 65 | Blume.codesSeed Turns coding agent sessions into better rules and skills | Development | #11 | 104 | 2 | 10x |
| 66 | Doop Design with AI agents - live on the same canvas | Design Tools | #14 | 113 | 1 | 9.9x |
| 67 | CodeLook Quick Look code previews with 700+ editor themes | Mac | #15 | 92 | 1 | 9.7x |
| 68 | GhostReply AI auto-replier for iMessage on your Mac | Messaging | #22 | 75 | 1 | 9.6x |
| 69 | Readr A free reader that answers your questions and reads aloud | Open Source | #10 | 105 | 1 | 9.4x |
| 70 | StackScope See what new sites are built with, the week they launch | API | #12 | 117 | 1 | 9.4x |
| 71 | Grove One terminal for you and your AI agent | Productivity | #13 | 97 | 1 | 9.3x |
| 72 | Orato Practice speaking with AI. | Productivity | #8 | 142 | 1 | 8.8x |
| 73 | Thaw The only app that owns your whole menu bar, in and out | Mac | #9 | 112 | 2 | 8.6x |
| 74 | Dynamic Edge The Dynamic Island for Windows | Windows | #21 | 79 | 1 | 8.3x |
| 75 | GitWarren Review code with your coding agents before committing | Open Source | #11 | 90 | 1 | 8.3x |
| 76 | Nodeterm A node-based free open source terminal manager | Developer Tools | #9 | 111 | 1 | 8.3x |
| 77 | WaseiGo Learn the 1,000+ Japanese words that only look like English | Android | #18 | 85 | 1 | 8.2x |
| 78 | BrickForgerAI Turn any prompt into a brick set you can actually build | Artificial Intelligence | #12 | 88 | 1 | 8.2x |
| 79 | Clockwork The calendar where your AI agents show up for work | Productivity | #13 | 92 | 1 | 7.9x |
| 80 | Offline JS Playground Write, run, and test JavaScript snippets & JSON offline | Chrome Extensions | #12 | 97 | 1 | 7.9x |
| 81 | Dyson CameraJet Precision-floss between teeth while you brush | Health & Fitness | #9 | 139 | 1 | 7.6x |
| 82 | Gauth AI CourseSeries C+ AI courses you can watch, quiz through, and create | Education | #4 | 248 | 1 | 7.5x |
| 83 | Ask My Wardrobe The complete digital wardrobe experience | Design Tools | #5 | 232 | 1 | 7.4x |
| 84 | ChannelOS Turn your local media library into cable-style TV | Windows | #12 | 98 | 1 | 7.3x |
| 85 | Causal AI Powered Canvas for planning visual projects | Design Tools | #12 | 102 | 1 | 7.2x |
| 86 | Tether A ball for boring meetings to keep you busy | Mac | #4 | 224 | 1 | 6.7x |
| 87 | nOS4 A complete IOS4 experience in your browser! | Web App | #22 | 76 | 1 | 6.0x |
| 88 | Folio A read-later app sending a typeset digest to your e-reader | eBook Reader | #16 | 91 | 1 | 5.9x |
| 89 | CommuteBar Live commute times in your menu bar | Mac | #8 | 106 | 1 | 5.6x |
| 90 | Notchling A little creature that lives in your MacBook notch | Mac | #8 | 121 | 1 | 5.6x |
| 91 | BrandMyLaptop Sell ad space on your laptop | Marketing | #7 | 175 | 1 | 5.6x |
| 92 | Queuebrick The Letterboxd alternative | Video Streaming | #9 | 99 | 1 | 5.4x |
| 93 | PostBox Stage and post designs from your mac | Design Tools | #7 | 112 | 1 | 4.7x |
| 94 | Retold Turn family voices into hand-drawn story films | Audio | #10 | 99 | 1 | 4.7x |
| 95 | WebTerm Learn Learn the terminal like a game — in a browser sandbox | Education | #11 | 134 | 1 | 4.5x |
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.