Product Hunt launches most likely to raise Series A
PHBench scored 106 featured Product Hunt launches from this week on their probability of raising a Series A within 18 months. The strongest signal was BetterClaw at 57x 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 | BetterClaw Deploy AI Agent, 60 seconds & $0 forever | Productivity | #2 | 314 | 8 | 57x |
| 2 | Equitybee BenchmarkSeries B Compare your startup equity grant for free. | Fintech | #4 | 238 | 7 | 57x |
| 3 | Grok BotSeries B AI teammates that you can give real work to | Productivity | #2 | 457 | 22 | 56x |
| 4 | SecondBrain Note by GenSparkSeries B A MagSafe AI Recorder That Acts for You | Sales | #4 | 221 | 0 | 55x |
| 5 | Kane CLISeries C+ Natural language browser & mobile app tests from terminal | SaaS | #1 | 445 | 5 | 55x |
| 6 | Ito AI code review that runs your code | Developer Tools | #2 | 417 | 13 | 54x |
| 7 | Tines 3BSeries C+ The secure environment for agents, apps, and automations | Developer Tools | #1 | 405 | 16 | 54x |
| 8 | NuphosSeed The AI-Native DevOps Workspace. | API | #3 | 366 | 11 | 54x |
| 9 | Assembly StudioSeries A AI app builder that grows your revenue | Web App | #4 | 247 | 14 | 51x |
| 10 | Mem AgentSeries A The AI that refuses to let you drop the ball | Productivity | #10 | 127 | 11 | 46x |
| 11 | LaraCopilotSeries C+ Agentic AI Engineer that builds real apps | SaaS | #8 | 142 | 8 | 45x |
| 12 | Chat Agent by Trigger.devSeries A AI chat that keeps running after you close the tab | Open Source | #12 | 104 | 4 | 41x |
| 13 | Prime AgentSeries A A coding agent that can refine its own harness | Open Source | #6 | 169 | 3 | 40x |
| 14 | Outcome Turn your content into a personal outcome for every lead | Sales | #1 | 343 | 2 | 40x |
| 15 | XirpPublic The agentic development environment built by Spotify | Spotify | #3 | 266 | 1 | 40x |
| 16 | Scrimba ExplainSeed Ask any question, get a video back instantly | Productivity | #4 | 289 | 11 | 39x |
| 17 | Basedash TasksSeed Run your business on autopilot | Analytics | #16 | 81 | 3 | 37x |
| 18 | DeepSeek HarnessSeries C+ Composable agent harness where everything is a plugin | Open Source | #6 | 156 | 0 | 35x |
| 19 | Product Analytics for Agents and UsersSeries A Optimize Agent Actions with User Behavior. | Analytics | #9 | 115 | 9 | 34x |
| 20 | Unsloth DesktopSeed Run and train AI models locally on your desktop | Open Source | #5 | 225 | 2 | 32x |
| 21 | BearDriveSeed The open-source shared folder for your team's AI agents | Productivity | #6 | 170 | 6 | 32x |
| 22 | Human BehaviorSeed Product analytics told you what happened. We handle it. | Analytics | #5 | 264 | 1 | 31x |
| 23 | BulletSeed 30-60% faster than Claude Code and Codex | Productivity | #5 | 219 | 2 | 30x |
| 24 | Vizard Agent One AI agent for every kind of video | Productivity | #8 | 124 | 6 | 30x |
| 25 | Inferock Bench An independent receipt for every LLM API call | Open Source | #1 | 284 | 3 | 30x |
| 26 | Kitbitz 2K+ free hand-drawn illustrations for your projects, CC0 | Games | #9 | 142 | 5 | 29x |
| 27 | Suno Studio 2.0Series C+ Browser-based generative DAW | Music | #8 | 123 | 3 | 29x |
| 28 | tashSeed The investment platform for trading cards | Card Games | #14 | 97 | 4 | 28x |
| 29 | GLM-5.3Public Coding leap from scaled post-training on the same base | Open Source | #2 | 210 | 1 | 28x |
| 30 | Lettertrace Track your AI visibility for free (using your own API keys!) | Open Source | #3 | 376 | 4 | 27x |
| 31 | Portfolio Lab AI investing, done responsibly | Productivity | #2 | 297 | 1 | 25x |
| 32 | oqoqoPre-seed Build evals and custom benchmarks for real-world tasks | Software Engineering | #1 | 338 | 3 | 25x |
| 33 | Gemini 3.7 FlashSeries C+ Google's smartest workhorse yet for coding & agents | Artificial Intelligence | #4 | 228 | 1 | 25x |
| 34 | bb The IDE that builds itself | Developer Tools | #6 | 185 | 3 | 25x |
| 35 | Media SharingSeed Let AI agents put screenshots and videos on pull requests | Artificial Intelligence | #13 | 103 | 2 | 24x |
| 36 | OasisSeed Where humans and agents come to work. | Productivity | #6 | 232 | 3 | 24x |
| 37 | Dograh The open source VAPI alternative | Open Source | #1 | 520 | 4 | 24x |
| 38 | Paritok Spend up to 85% less and run 3× longer coding agent sessions | Open Source | #3 | 255 | 2 | 24x |
| 39 | AMP by CanyonTechs AI AI agents that act. Automation that delivers. | Software Engineering | #17 | 93 | 7 | 23x |
| 40 | Google Pixel 11Series C+ Your most personal Pixel yet | Android | #13 | 118 | 1 | 23x |
| 41 | BalletSeries A Agentic workflows that deliver the same outcome every time | Productivity | #15 | 96 | 3 | 23x |
| 42 | Vidaya Healthspan score from your wearables, labs, and DNA. | Android | #9 | 116 | 3 | 22x |
| 43 | VoiceGecko Open source, local voice-to-text | Developer Tools | #14 | 98 | 1 | 21x |
| 44 | CerenovusSeed Proactively find the money your company is losing | Artificial Intelligence | #10 | 112 | 3 | 21x |
| 45 | apra-fleet Run a fleet of AI agents across your machines | Open Source | #21 | 88 | 4 | 21x |
| 46 | Execlave The gate between your AI agents and the real world | Developer Tools | #14 | 114 | 2 | 20x |
| 47 | Qencode MCPSeed Let AI agents transcode and process video | Streaming Services | #16 | 105 | 0 | 19x |
| 48 | Chiplab Test firmware on a virtual chip with no hardware needed | API | #24 | 85 | 2 | 19x |
| 49 | FreebuffSeed Free coding agents to kill Claude, Cursor, Replit, and Devin | Software Engineering | #3 | 268 | 3 | 18x |
| 50 | Octomind Cloud and HubSeed One login, zero API keys — cloud agents + 27 models | Productivity | #11 | 109 | 2 | 18x |
| 51 | Swipe Swipe right on your next customer | Productivity | #7 | 142 | 2 | 17x |
| 52 | RightCard The honest credit card picker — no bank login | iOS | #10 | 115 | 1 | 17x |
| 53 | BrowserAct Cloud Scrape any data from any website with one prompt | SaaS | #2 | 272 | 4 | 17x |
| 54 | CodeBurn See where your AI coding spend actually goes | Open Source | #11 | 105 | 2 | 17x |
| 55 | Kin HealthSeed Record doctor visits and get clear summaries | Health & Fitness | #18 | 95 | 2 | 17x |
| 56 | WebBrain The sidebar agent for the rest of us | Browser Extensions | #12 | 120 | 1 | 17x |
| 57 | Cohesor A neutral control plane for enterprise AI agents | SaaS | #18 | 81 | 1 | 16x |
| 58 | GitarSeries C+ AI code review that fixes what it finds | Software Engineering | #12 | 107 | 2 | 16x |
| 59 | Attyn Bringing intelligence to your cursor | Mac | #5 | 151 | 1 | 15x |
| 60 | FileRouter Take control of files and editors | Mac | #8 | 118 | 2 | 15x |
| 61 | FluidDocs CLISeed Publish interactive docs that answer and report back | Design Tools | #11 | 121 | 2 | 14x |
| 62 | Theos[RFM] Manage facilities in 3D, in the real world, in real time | Internet of Things | #20 | 66 | 1 | 14x |
| 63 | Coarena by CoastyPre-seed The arena where agents battle on real-world work | Analytics | #15 | 107 | 1 | 14x |
| 64 | min. AI that loves to follow up after meetings | Customer Communication | #13 | 100 | 4 | 14x |
| 65 | GotchaSeries B World's First AI Copilot for Android. You talk. It acts. | Android | #15 | 96 | 3 | 14x |
| 66 | Caveman why use many token when few do trick | Open Source | #8 | 157 | 1 | 14x |
| 67 | Openmotion Turn product screenshots and prompts into motion videos | Design Tools | #11 | 112 | 1 | 14x |
| 68 | Skilldocs Figma for markdown | Productivity | #7 | 188 | 1 | 13x |
| 69 | Remix Figma, but on your production app. Test variants and ship. | Design Tools | #8 | 134 | 2 | 13x |
| 70 | Big Mike Your favorite uncle who knows sports & bets, on iMessage | Messaging | #3 | 197 | 2 | 13x |
| 71 | agent-manager The fastest workflow for developing with AI | Open Source | #13 | 98 | 1 | 13x |
| 72 | Occasio® Pinboard meets citation manager for shared insights. | Productivity | #15 | 84 | 3 | 13x |
| 73 | Pickle Browser Browser for your agent. Runs local in a window you can see | Developer Tools | #26 | 85 | 1 | 13x |
| 74 | Insta360 X6Public A 360 camera, gimbal, and 3D scanner in one | Hardware | #17 | 100 | 0 | 13x |
| 75 | ClickSeed Live research context for ChatGPT and Claude | Productivity | #9 | 131 | 1 | 12x |
| 76 | HopliteSeed Effortlessly deploy cloud software factories. | SaaS | #7 | 140 | 2 | 12x |
| 77 | KivicubeSeries A Create AR experiences with AI, no code required! | SaaS | #23 | 85 | 2 | 11x |
| 78 | Phinq Stops AI agents before they break something | Open Source | #25 | 85 | 1 | 11x |
| 79 | AI Group Call Type a goal, join a live voice call with six AI minds | Android | #5 | 187 | 1 | 10x |
| 80 | Munder Difflin Make clones with Claude Code and Codex to do your work | Productivity | #5 | 177 | 1 | 9.5x |
| 81 | nenspace the lo-fi of LLMs: your mind, made larger | Productivity | #6 | 132 | 1 | 9.4x |
| 82 | Gutta A tiny, offline task list for your Mac menu bar | Productivity | #7 | 143 | 1 | 9.3x |
| 83 | Talvo Connect 2,500+ European banks to track your spending | Fintech | #10 | 93 | 1 | 8.5x |
| 84 | oxpecker Know which of your lines a vendor just broke | SaaS | #19 | 73 | 1 | 8.4x |
| 85 | Zetik A chief of staff in your pocket | Productivity | #4 | 176 | 1 | 8.2x |
| 86 | Patience The only mechanic is waiting. The only currency is time. | Productivity | #19 | 92 | 1 | 8.1x |
| 87 | Sidekick™Series A The agentic interface | Mac | #16 | 88 | 1 | 7.9x |
| 88 | Dishylink Open-source Starlink monitoring app for Mac, Windows and Web | Chrome Extensions | #20 | 91 | 1 | 7.8x |
| 89 | Nearfield Turn two or more Studio Displays into stereo speakers | Open Source | #19 | 81 | 1 | 7.6x |
| 90 | LexiSeed The operating system for legal work | Productivity | #16 | 94 | 1 | 7.5x |
| 91 | NS1 Personalized Nervous System Training | Education | #9 | 122 | 1 | 7.2x |
| 92 | ThreadPort Move AI chats between ChatGPT, Claude & Gemini in one click | Chrome Extensions | #27 | 68 | 1 | 7.2x |
| 93 | Joy A Mac menu bar app that throws confetti for your wins | Mac | #7 | 125 | 0 | 7.0x |
| 94 | Chronock Scheduling and calendar sync, all in one | Productivity | #9 | 106 | 1 | 7.0x |
| 95 | Continuum Remember what you know about the people you manage | Mac | #7 | 131 | 1 | 6.9x |
| 96 | Switchy for Mac Switch your Magic Keyboard, Trackpad, and Mouse between Macs | Mac | #18 | 85 | 1 | 6.6x |
| 97 | Compass Calendar The keyboard-first calendar to get organized quickly | Productivity | #17 | 79 | 1 | 6.4x |
| 98 | ChordViz Build your own music visualizer for MIDI & audio | Music | #18 | 76 | 1 | 6.4x |
| 99 | ScreenMark Menu bar app for live annotations, whiteboard overlay + more | Productivity | #19 | 82 | 1 | 6.4x |
| 100 | AIO.GEO Protocol Audit AI search structure. Dry run fixes. Receipts. | Open Source | #22 | 87 | 1 | 6.2x |
| 101 | Linforge Turn Anki flashcards into real English conversations | Messaging | #17 | 83 | 1 | 6.2x |
| 102 | Port22 Claude Code, Codex & more on your phone | Developer Tools | #14 | 85 | 1 | 5.9x |
| 103 | AdmitRaven Duolingo for college applications | Productivity | #20 | 81 | 1 | 5.7x |
| 104 | Clamshell Close your MacBook. Keep the work running. | Mac | #11 | 89 | 1 | 5.3x |
| 105 | isolate.video Turn screen recordings into engaging product videos | Design Tools | #10 | 114 | 1 | 5.3x |
| 106 | Muse Al Visual Bookmark Manager for Mac | Mac | #12 | 105 | 1 | 5.2x |
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.