Product Hunt launches most likely to raise Series A
PHBench scored 111 featured Product Hunt launches from this week on their probability of raising a Series A within 18 months. The strongest signal was Wispr Flow Notetaker at 62x 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 | Wispr Flow NotetakerSeries B Meeting notes that get the details right. | Notes | #2 | 538 | 65 | 62x |
| 2 | Cloudflare OSSeries C+ Build the AI operating system for your company | Open Source | #1 | 438 | 4 | 54x |
| 3 | Driven The trusted AI investment agent, from insight to action | Productivity | #3 | 258 | 4 | 51x |
| 4 | Cloudflare WalletsSeries C+ the programmable wallet for the agentic Internet | Developer Tools | #5 | 268 | 0 | 51x |
| 5 | Qwen3.8-MaxPublic Qwen’s most capable model for coding and cowork | Productivity | #4 | 272 | 1 | 50x |
| 6 | ngrok AI GatewaySeries A One private gateway for every AI model | Software Engineering | #4 | 354 | 7 | 48x |
| 7 | ShieldstralSeries C+ Define safety at runtime for text and images | Open Source | #10 | 112 | 3 | 45x |
| 8 | Airtop for Google Ads AutomationSeries C+ Build campaigns, optimize spend, and create reports. | Marketing | #3 | 297 | 14 | 44x |
| 9 | GrowthBook 5.0Series A Build, ship, and improve at scale | A/B Testing | #10 | 114 | 4 | 44x |
| 10 | BackEngine MCPSeed Make private company knowledge usable for AI | API | #8 | 145 | 5 | 44x |
| 11 | Ctruh StudioSeed Create interactive 3D and XR experiences without coding | Artificial Intelligence | #2 | 406 | 4 | 44x |
| 12 | CopilotKit Channels SDKSeries C+ Bring any agent to Slack, Teams, and more. | Open Source | #6 | 151 | 5 | 43x |
| 13 | KitesurfPublic Browser built for agents, running on Cloudflare Workers | Developer Tools | #8 | 131 | 4 | 43x |
| 14 | AI Spend Console by RipplingSeries C+ Track your AI spend and connect it to business outcomes | Artificial Intelligence | #2 | 317 | 4 | 42x |
| 15 | Basedash SubscriptionsSeed Subscribe to any dashboard. Delivered on schedule. | Artificial Intelligence | #4 | 159 | 3 | 40x |
| 16 | The new Firecrawl MCPSeries A Agent-ready web context for any MCP client. | Developer Tools | #13 | 101 | 3 | 39x |
| 17 | Hey Noah A proactive AI executive assistant for founders | Productivity | #1 | 528 | 9 | 35x |
| 18 | Coldtea.aiSeed Make your software self-driving | Software Engineering | #1 | 467 | 3 | 35x |
| 19 | Nitro 4.0 The first human translation platform built for AI agents | API | #4 | 250 | 5 | 35x |
| 20 | Dover MCPSeries A Run your hiring process from Claude or ChatGPT | Hiring | #11 | 125 | 6 | 34x |
| 21 | Muse CodePublic Meta’s terminal agent for long-horizon coding | Productivity | #4 | 228 | 1 | 34x |
| 22 | Website to Markdown API Turn any website into LLM-ready Markdown | API | #7 | 132 | 0 | 34x |
| 23 | Kiro CrewPublic Open source agentic development workspace | Developer Tools | #6 | 191 | 1 | 33x |
| 24 | Dashi Metrics Visualize your revenue on a 3D globe | Analytics | #5 | 218 | 2 | 31x |
| 25 | AdAnt AI Claude for viral, high-converting social ads | Advertising | #1 | 587 | 2 | 30x |
| 26 | Brandfetch MCPSeries A Stop your AI from guessing brand logos | Design Tools | #8 | 131 | 3 | 29x |
| 27 | Superlog ResponderSeed Free, open-source AI bug-fixing agent | Developer Tools | #3 | 287 | 2 | 29x |
| 28 | Troopr AI Scrum MasterSeed Writes your standup from real work. Remembers your team. | Productivity | #12 | 104 | 8 | 29x |
| 29 | AgentSky Any harness, any LLM — cloud-hosted agents on demand. | SaaS | #1 | 441 | 2 | 26x |
| 30 | Progress AI ObservabilityPublic Trace, evaluate, and improve AI agents in production | SaaS | #6 | 163 | 4 | 23x |
| 31 | Stynar The AI SDR that runs outbound for you | Productivity | #23 | 73 | 5 | 22x |
| 32 | Tixio 3.0 Start meetings from chat | Task Management | #22 | 74 | 4 | 22x |
| 33 | X MoneySeries C+ Your money, on the world's most powerful network. | Fintech | #10 | 126 | 0 | 22x |
| 34 | KeystrokePre-seed Build powerful AI agents & workflows | Open Source | #7 | 152 | 3 | 22x |
| 35 | Aegisora The narrow control plane for AI agent tool and API calls. | Developer Tools | #16 | 105 | 1 | 22x |
| 36 | Domo Build and customize your own calendar agent you can text | Productivity | #17 | 84 | 4 | 22x |
| 37 | Glasp MCP ConnectorSeed Search your highlights and notes inside Claude and ChatGPT | Android | #12 | 105 | 2 | 21x |
| 38 | HAR Open Source harness for multi-agent coding workflows | Open Source | #11 | 113 | 2 | 21x |
| 39 | Finyuus A code-first language for durable, governed AI workflows | Open Source | #15 | 88 | 1 | 20x |
| 40 | AirProof AI Find the best spot for your air purifier in seconds | Home | #21 | 75 | 1 | 20x |
| 41 | Capacity DesktopSeries B A free Lovable that lives on your Mac | Website Builder | #9 | 140 | 2 | 19x |
| 42 | ZapDigits MCP The MCP server for marketing data | Analytics | #8 | 131 | 2 | 19x |
| 43 | SoloopSeed Approval-first Agent OS for solo founders | Productivity | #2 | 446 | 5 | 18x |
| 44 | Crodo AI Your voice-first AI assistant for macOS | Productivity | #25 | 71 | 1 | 17x |
| 45 | npm i -g hotcell Local sandboxes for AI agents on your Mac, Linux, bare metal | Open Source | #13 | 114 | 1 | 17x |
| 46 | Atlaso One memory for every AI you use | Productivity | #4 | 243 | 1 | 17x |
| 47 | AgentOne Desktop Automate boring work. Extensible and free desktop AI agent. | Productivity | #22 | 78 | 1 | 17x |
| 48 | Vibe Buddy Hardware for AI coding | Robots | #6 | 161 | 2 | 16x |
| 49 | BrowserOS neoSeed The Missing Browser for Claude, Cowork & Codex | Open Source | #5 | 194 | 4 | 16x |
| 50 | Karve The API client for developers on Windows | Productivity | #20 | 76 | 1 | 16x |
| 51 | Plethora Youtube for interactive content | Android | #6 | 198 | 2 | 16x |
| 52 | Appllama Study 25,000+ screens from top-earning iOS apps | iOS | #5 | 212 | 2 | 15x |
| 53 | RindlerSeed Automate the web work your team does by hand | Productivity | #3 | 247 | 2 | 14x |
| 54 | WonderingPre-seed Duolingo for learning anything | Productivity | #2 | 347 | 2 | 14x |
| 55 | Hexis Git-backed skills, tools & context for AI agents | Open Source | #3 | 180 | 2 | 14x |
| 56 | Annotate Free screen recording as prompts | Design Tools | #5 | 198 | 1 | 14x |
| 57 | NextDoor.Company Discover startups hiring near you, on a map | Hiring | #3 | 428 | 1 | 14x |
| 58 | MascotAI Animated SVG mascot studios for apps that need a personality | User Experience | #13 | 112 | 1 | 14x |
| 59 | Merge AI-native code review assessments | Hiring | #10 | 117 | 4 | 14x |
| 60 | VIDEO AI ME Make videos and post them everywhere with just one tool | Social Media | #9 | 125 | 1 | 14x |
| 61 | Ticketdesk AI AI Agents for Customer Support | Productivity | #13 | 94 | 2 | 13x |
| 62 | Token Harbor The easiest way to access frontier AI models. | Productivity | #15 | 92 | 1 | 13x |
| 63 | Orite Give your AI Agent money. Not a blank check. | API | #24 | 74 | 1 | 13x |
| 64 | Inventory Search every AI Agent & IDE Conversation | Productivity | #14 | 107 | 1 | 13x |
| 65 | mpai Make existing Codex and Claude Code sessions multiplayer | Open Source | #11 | 119 | 1 | 13x |
| 66 | hey postcard - digital postcards delivered tomorrow morning at a random time between 8 -10 AM | iOS | #14 | 94 | 2 | 13x |
| 67 | Aveiro Publish sites, newsletters and social posts with AI agents | Newsletters | #9 | 119 | 2 | 13x |
| 68 | Prompt Bridge Keep AI Context Portable | Chrome Extensions | #16 | 89 | 1 | 12x |
| 69 | Toolport Every tool, one port. One MCP setup for all your AI agents | Open Source | #5 | 149 | 1 | 12x |
| 70 | Whop CLISeries C+ Run your entire business from the terminal | SaaS | #14 | 100 | 1 | 12x |
| 71 | CoachAI Your iPhone camera watches your form, rep by rep | iOS | #16 | 105 | 1 | 12x |
| 72 | Hansel Remember everything you've worked on | Productivity | #15 | 108 | 1 | 12x |
| 73 | UCP Radar Make your product feed visible to AI shopping agents | Artificial Intelligence | #17 | 85 | 1 | 12x |
| 74 | claudemon Wild Pokémon appear while you wait for Claude Code | Developer Tools | #7 | 148 | 1 | 11x |
| 75 | Screen Awesome The free screen recorder that cannot upload your video | Chrome Extensions | #7 | 139 | 1 | 11x |
| 76 | StepShot AI that turns real workflows into step-by-step guides | Mac | #18 | 86 | 1 | 11x |
| 77 | Ododok Count every chew with your AirPods | Health & Fitness | #11 | 111 | 1 | 11x |
| 78 | SpeakoFlow Free, open-source voice dictation and AI assistant, offline | Open Source | #13 | 105 | 1 | 11x |
| 79 | Reference Local semantic search for AI agents | Mac | #20 | 83 | 1 | 10x |
| 80 | space ocr OCR that checks its own answers, as an app or an API | Productivity | #14 | 103 | 1 | 10x |
| 81 | yapyap Own your voice again. Local-first voice & meeting recorder. | Notes | #8 | 145 | 1 | 10x |
| 82 | PassiveShorts AI Faceless Video Generator for TikTok & YouTube | Social Media | #12 | 114 | 1 | 10x |
| 83 | Hand Wave Turn sign language into speech with smart glasses | iOS | #10 | 135 | 1 | 10x |
| 84 | The GTM Co-Founder Open-source GTM skills for technical founders | Open Source | #1 | 373 | 4 | 9.4x |
| 85 | Murmell Cloud canvas where your team and AI agents works together | Software Engineering | #17 | 104 | 1 | 9.4x |
| 86 | AndroMeld Bring a continuity-style experience to Android and Mac | Android | #15 | 97 | 1 | 9.4x |
| 87 | Doxy Markdown & HTML editor, without the LaTeX pain | Design Tools | #19 | 103 | 1 | 9.3x |
| 88 | Blueberry Stop Ghosting People You Actually Like | Artificial Intelligence | #17 | 86 | 2 | 8.9x |
| 89 | FileFlippers Send big files and get paid on download | Design Tools | #26 | 71 | 2 | 8.6x |
| 90 | BAP Studio An MPC-style drum machine that runs in a browser tab | Music | #21 | 78 | 0 | 8.5x |
| 91 | Snapdown Turn anything on your Mac screen into clean Markdown | Mac | #9 | 140 | 1 | 8.0x |
| 92 | StepGrab Turn any Mac task into a step-by-step guide | Mac | #12 | 117 | 1 | 8.0x |
| 93 | Keytones Distinct key sounds for uppercase, lowercase & more | Mac | #14 | 108 | 1 | 7.8x |
| 94 | Chute The fastest way to send anything to your iPhone | Mac | #12 | 108 | 1 | 7.7x |
| 95 | Glyphi: Speed Reader An RSVP reader for books, PDFs, articles & webpages | Productivity | #16 | 90 | 1 | 7.6x |
| 96 | ShootClip Edit videos 10x faster with AI | Social Media | #23 | 75 | 1 | 7.4x |
| 97 | MacDupl Clone any Mac app into a fully isolated instance | Mac | #15 | 104 | 1 | 7.4x |
| 98 | MOTHER A terminal built for Claude Code w/ one-click session resume | Mac | #19 | 80 | 1 | 7.1x |
| 99 | Open Minis An on-device AI Agent that runs on your phone, open & secure | Productivity | #21 | 93 | 1 | 7.0x |
| 100 | Rescript for DesktopSeed A free, open source, Descript alternative. Runs on-device. | Productivity | #19 | 85 | 1 | 6.9x |
| 101 | Snipplet Create and share beautiful guides from places you love | Productivity | #11 | 113 | 1 | 6.9x |
| 102 | Crew A tiny crew of monsters for your Claude Code agents | Mac | #7 | 138 | 1 | 6.7x |
| 103 | Vinyl for Mac Turn your Mac into a spinning vinyl player. | Productivity | #24 | 72 | 1 | 6.6x |
| 104 | Gesture Synth School A practice app for learning to play music with your hands. | Music | #18 | 73 | 3 | 6.5x |
| 105 | ScrollToll Counts every Reel you watch, then locks the app. | Android | #16 | 85 | 1 | 6.4x |
| 106 | ArtDeck Reference boards with visual study tools built in | Design Tools | #27 | 65 | 1 | 5.9x |
| 107 | AstraPixels A pixel-art solar system at its real current positions. | Web App | #2 | 270 | 1 | 5.7x |
| 108 | gesture.live Play live electronic music with your hands using your webcam | Music | #20 | 100 | 1 | 5.6x |
| 109 | The Garden of Mind Your subconscious mind as a living 3D garden you water daily | Web App | #18 | 102 | 1 | 5.4x |
| 110 | Yokoso Japanese for the life you're actually living in Japan | iOS | #18 | 83 | 1 | 5.1x |
| 111 | DataBlur Blur sensitive data on screen before anyone sees it | Productivity | #9 | 128 | 1 | 4.8x |
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.