Product Hunt launches most likely to raise Series A
PHBench scored 183 featured Product Hunt launches from this week on their probability of raising a Series A within 18 months. The strongest signal was Floot MCP at 54x 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 | Floot MCPSeries C+ Build and ship web and mobile apps inside Claude or ChatGPT | Developer Tools | #2 | 360 | 4 | 54x |
| 2 | Pulsetic RUM Uptime monitoring that measures your real visitors | Analytics | #10 | 111 | 5 | 52x |
| 3 | Clueso MCPSeed Create and edit videos by chatting | Artificial Intelligence | #1 | 484 | 12 | 50x |
| 4 | Alexandria by FirecrawlSeries C+ The knowledge library for superintelligence | Developer Tools | #7 | 126 | 3 | 50x |
| 5 | Bitrise Build HubSeries C+ GitHub Actions runners that build 2x faster for your agents | Developer Tools | #7 | 175 | 11 | 48x |
| 6 | SaiSeries A The autonomous computer fleet at your command | Productivity | #3 | 399 | 10 | 47x |
| 7 | SolidSeed Agents with their own computers, accounts, and budgets. | Productivity | #1 | 439 | 2 | 44x |
| 8 | JevSeed Fast, structured AI decisions for software automation | API | #2 | 470 | 3 | 44x |
| 9 | WeWeb MCPSeed Your AI agent builds the app. You stay in control. | Software Engineering | #11 | 105 | 13 | 44x |
| 10 | NOANSeed The fact layer for your AI agents | API | #3 | 304 | 6 | 43x |
| 11 | Plane AgentsSeed Assign work to AI agents, like any teammate | Productivity | #8 | 116 | 6 | 39x |
| 12 | Gradio WorkflowSeries C+ connect nodes to build AI pipelines, powered by Hugging Face | Productivity | #17 | 85 | 4 | 38x |
| 13 | Milliseconds.ai Fast AI decisions on text and images, via one API | API | #14 | 89 | 7 | 38x |
| 14 | Claude Opus 5.5Series C+ Anthropic's first model in their new Claude 5.5 family | Developer Tools | #3 | 321 | 0 | 37x |
| 15 | PacttoSeed The room where creative teams align and AI takes action | Meetings | #4 | 184 | 3 | 36x |
| 16 | Maximem Synap The fastest, most accurate memory layer for AI agents | Developer Tools | #9 | 141 | 3 | 36x |
| 17 | Bleetz Network AI agent-to-agent VC fundraising & scouting network | Venture Capital | #2 | 268 | 1 | 36x |
| 18 | AnomaloSeries B Your data is always talking. Don't miss what it's saying. | Artificial Intelligence | #3 | 296 | 3 | 35x |
| 19 | Dub Program MarketplaceSeed Browse and apply to the best SaaS affiliate programs | SaaS | #9 | 120 | 5 | 35x |
| 20 | Autonomous Product DeliverySeries C+ Discover, plan, build, ship, repeat. Product teams run it | Productivity | #10 | 133 | 5 | 34x |
| 21 | PixelCrew Production-ready design from a crew of AI agents | Design Tools | #7 | 138 | 5 | 34x |
| 22 | PixVerse R2Series C+ A real-time world model you can explore and change | Developer Tools | #1 | 361 | 5 | 32x |
| 23 | AgentScore Seed Daily score to see if your agent gets better | Open Source | #5 | 156 | 3 | 32x |
| 24 | Superset MobileSeed Your coding agents, now in your pocket | iOS | #1 | 476 | 4 | 31x |
| 25 | Sell to StateSeries A Search 3M government contracts in 64 countries | Sales | #8 | 117 | 1 | 30x |
| 26 | AI Creative Insights by DecodeSeries B Predict which ad wins before you spend on media | Marketing | #9 | 109 | 6 | 29x |
| 27 | Blurt Series C+ Push-to-talk dictation on the AssemblyAI Dictation API | Productivity | #21 | 78 | 5 | 29x |
| 28 | WZRD AI-native documents, slides, forms and sheets that talk back | Productivity | #2 | 315 | 2 | 28x |
| 29 | Google Flow for iOS & AndroidSeries C+ Google's AI creative studio now on mobile | Photo & Video | #6 | 176 | 0 | 28x |
| 30 | SereneDBPre-seed Ultra-Fast Search & Analytics Database, Agentic AI ready | Open Source | #4 | 244 | 2 | 27x |
| 31 | Eclatira Conversational Video Agent That Plugs Into Any Stack | API | #2 | 309 | 5 | 26x |
| 32 | Hola AI An AI voicemail assistant that answers calls when you can’t. | Productivity | #15 | 93 | 4 | 26x |
| 33 | MiMo-V2.6Public Open omnimodal intelligence, trained in public | Open Source | #9 | 113 | 0 | 26x |
| 34 | 2BA.AI Stop waiting for tokens, and start shipping | API | #34 | 67 | 3 | 25x |
| 35 | CtrlOps 1.0 Your server. Audited, managed, and deployed with AI. | Linux | #5 | 281 | 2 | 25x |
| 36 | Opencontroller by lyzrSeries B Govern All your agents with a unified control plane | Software Engineering | #12 | 110 | 4 | 25x |
| 37 | ArcjetSeries A Secure the AI agents you're building at runtime | Developer Tools | #4 | 381 | 3 | 25x |
| 38 | Gemini 3.8 text-to-speech modelsSeries C+ Gemini 3.8 Flash TTS and Gemini 3.8 Flash-Lite TTS | API | #14 | 101 | 1 | 25x |
| 39 | Prowler CloudSeries A Where your AI agent becomes a cloud security defender | Open Source | #36 | 65 | 0 | 24x |
| 40 | OneStream Live 2.0 Create, schedule, multistream & sell live on 45+ platforms | Productivity | #35 | 67 | 4 | 24x |
| 41 | Hyrax AI The AI architect for your entire codebase | Developer Tools | #5 | 221 | 5 | 24x |
| 42 | Naise AIPre-seed Autonomous marketing agents that actually execute | Social Media | #2 | 394 | 2 | 24x |
| 43 | minimi 2.0Pre-seed AI cat that closes your open loops | Productivity | #4 | 299 | 3 | 23x |
| 44 | Freebuff AdsPre-seed Advertise to 500k developers in our coding agent | Marketing | #6 | 150 | 4 | 23x |
| 45 | Opaline PostHog for team Claude Code and Codex sessions. | Analytics | #8 | 145 | 1 | 23x |
| 46 | Scholé Learn by BuildingSeed Learning should be more than "click next" | Productivity | #1 | 392 | 7 | 23x |
| 47 | Koreshield Security and evidence for AI support agents | Developer Tools | #14 | 90 | 4 | 22x |
| 48 | ToneBirdSeries A AI reply assistant that remembers your relationships | Productivity | #6 | 151 | 5 | 22x |
| 49 | Once UI 2.0 Builds consistent React apps for developers and AI agents | Open Source | #19 | 73 | 2 | 20x |
| 50 | BrevSeed The AI coworker that drives action on your goals | Productivity | #23 | 78 | 7 | 20x |
| 51 | Jev State Turn AI conversations into tests and runnable code | Open Source | #13 | 93 | 1 | 20x |
| 52 | ResumeContextSeed Shared memory for coding agents. | Developer Tools | #26 | 74 | 1 | 18x |
| 53 | Quiver GTM Run developer marketing like an engineering system | Marketing | #3 | 188 | 1 | 18x |
| 54 | Contextberg Local AI agent memory served via MCP | Productivity | #29 | 70 | 1 | 18x |
| 55 | HireOtto Run your performance marketing stack from AI | Analytics | #33 | 65 | 1 | 18x |
| 56 | GBrain Garry Tan's AI memory, tools, & skills for any harness | Productivity | #11 | 118 | 3 | 18x |
| 57 | Plume Import your old CV, get a polished ATS-ready one in minutes | Hiring | #21 | 77 | 1 | 18x |
| 58 | gg-friggin-ez Fast & free profanity and toxicity screening via Jev & Laya | Open Source | #16 | 90 | 1 | 17x |
| 59 | Grok 4.7Public SpaceXAI's most powerful model for coding and knowledge work | Android | #14 | 94 | 5 | 17x |
| 60 | Promptic Optimize GenAI applications for quality and cost | SaaS | #11 | 107 | 2 | 16x |
| 61 | HemorySeries C+ Keep listening. Searchable memory for your AI agents. | Productivity | #1 | 349 | 4 | 16x |
| 62 | CCPublic Shared agent that helps keep your family in sync | Productivity | #7 | 118 | 1 | 15x |
| 63 | Basedash MCP writeSeed Build charts and dashboards from Cursor and Claude | Developer Tools | #15 | 78 | 1 | 15x |
| 64 | thestory.run A writing coach for corporate influencers. | Writing | #5 | 182 | 2 | 15x |
| 65 | Hookest Your swipe file for viral video hooks | Social Media | #6 | 227 | 2 | 15x |
| 66 | 10xJoy Discover desired outcomes + connect w/ builders who can help | Productivity | #4 | 158 | 2 | 14x |
| 67 | GooglebookSeries C+ The laptop your Android phone has been waiting for | Android | #13 | 99 | 1 | 13x |
| 68 | Wand Build software at the speed of thought | Productivity | #7 | 119 | 4 | 13x |
| 69 | SocialGPTSeed Edit videos by chatting with your timeline | Social Media | #9 | 102 | 3 | 13x |
| 70 | Polyglot Create and translate subtitles entirely on your Mac | Mac | #59 | 58 | 1 | 13x |
| 71 | Subscrr Build a financial plan and ask what to cancel | Productivity | #21 | 72 | 1 | 13x |
| 72 | LaterOn v2: The agentic email plaftform Describe an email job once. Get sh*t done. | #44 | 61 | 1 | 13x | |
| 73 | Aks.ai Your personal companion for guided self-reflection. | Android | #35 | 64 | 1 | 12x |
| 74 | AppGrowthKit Automate your App Store Screenshots and print money... | Design Tools | #20 | 77 | 1 | 12x |
| 75 | Harness Manager Your AI coding stack manager, all in one place | Productivity | #17 | 80 | 1 | 12x |
| 76 | Fivemetrics Understand cloud and AI spend, then investigate what changed | Analytics | #39 | 63 | 1 | 12x |
| 77 | Designeer Bringing the best of the internet together | Design Tools | #6 | 140 | 1 | 12x |
| 78 | PewCB Vibe-routing is coming. Desktop PCB Factory is here. | Prototyping | #33 | 67 | 3 | 11x |
| 79 | IntellAgents.io One AI agent for every call, chat, and DM | Messaging | #16 | 84 | 2 | 11x |
| 80 | JevForAgentsSeed Explore real Jev agent builds, demos, and patterns | Developer Tools | #55 | 59 | 1 | 11x |
| 81 | Lead SparkerSeed Turn any brand URL into a ready-to-send insight deck | Productivity | #22 | 76 | 3 | 11x |
| 82 | Hyperdream The Cursor of AI filmmaking | Artificial Intelligence | #23 | 68 | 1 | 11x |
| 83 | FezSeed AI agents that work as a team and make decisions together | Mac | #20 | 79 | 1 | 11x |
| 84 | Linguo Translate Offline & AI Translation for macOS | Productivity | #15 | 84 | 1 | 11x |
| 85 | Speechka Real-time voice translation that sounds like you | Languages | #12 | 93 | 1 | 11x |
| 86 | AgreeGuardSeed AI reads the fine print before you click "I Agree" | Chrome Extensions | #24 | 68 | 2 | 11x |
| 87 | Relium Catch risky dbt changes before they break business metrics | SaaS | #67 | 56 | 1 | 11x |
| 88 | slop-graderSeed Jev-AI CLI tool that evaluates text against custom rulesets | Writing | #15 | 88 | 1 | 10x |
| 89 | VideoFlow Studio Type your startup URL and get a premium video trailer | Marketing | #25 | 74 | 1 | 10x |
| 90 | GitHub statistics · Velocity RadarSeries C+ Real GitHub momentum, including private repos & AI agents | Productivity | #60 | 58 | 1 | 10x |
| 91 | Evvery Everyday AI meant for everyone. | Productivity | #36 | 64 | 1 | 9.9x |
| 92 | WapiSenderSeries C+ Powerful WhatsApp automations with AI, visual flows and MCP | Messaging | #25 | 68 | 1 | 9.8x |
| 93 | Clueprint See what your agents left running on your Mac | Developer Tools | #31 | 68 | 1 | 9.8x |
| 94 | FLYBOX Explore a fruit-fly connectome inside a living sandbox | Open Source | #65 | 57 | 1 | 9.7x |
| 95 | QuietGlass Screen privacy for your Mac, with or without AirPods | Open Source | #19 | 82 | 1 | 9.5x |
| 96 | NexusAXI Research, plan, create, and automate recurring work | Productivity | #62 | 58 | 1 | 9.4x |
| 97 | MIDIpad Your gamepad is a musical instrument | Music | #57 | 59 | 1 | 9.4x |
| 98 | Kaiku The task tracker your AI agents already know how to use | Task Management | #16 | 78 | 1 | 9.3x |
| 99 | Cronhq Cron jobs that actually run | Open Source | #12 | 93 | 1 | 9.3x |
| 100 | Valori The deterministic memory layer for AI | Developer Tools | #39 | 64 | 1 | 9.2x |
| 101 | CrbonFree Audit-grade carbon numbers for every AI token you use | SaaS | #46 | 60 | 1 | 9.2x |
| 102 | jev-seoSeed Free Rust CLI SEO/GEO auditor, no subscription needed | Software Engineering | #11 | 113 | 1 | 9.2x |
| 103 | NotchPop The Dynamic Island your MacBook notch was missing | Mac | #13 | 107 | 1 | 9.2x |
| 104 | Supacut Quickly turn interview footage into a rough cut | Productivity | #18 | 81 | 1 | 9.1x |
| 105 | MakerMap A living map of makers and what they’re building | Social Network | #4 | 184 | 1 | 9.0x |
| 106 | Meta VR GlassesPublic A Cinema, Courtside Seat, and Workspace in Just 100 Grams | Virtual Reality | #21 | 69 | 0 | 8.9x |
| 107 | KairnSeed Turn any recorded convo into actionables and follow ups | iOS | #22 | 69 | 1 | 8.8x |
| 108 | Shootsolo 2.0 Voice-controlled camera + teleprompter for solo creators | Android | #28 | 71 | 1 | 8.8x |
| 109 | WebDecoy for VercelSeries C+ Know which crawlers hit your Vercel app, and which are fake | Analytics | #26 | 67 | 1 | 8.8x |
| 110 | Stimly Real-time caffeine metabolism curve and bedtime estimate | iOS | #50 | 59 | 1 | 8.8x |
| 111 | Xem Open-source email marketing with managed SMTP | Newsletters | #30 | 70 | 1 | 8.7x |
| 112 | Reeno AI calls you randomly to practice speaking a new language | iOS | #40 | 62 | 1 | 8.6x |
| 113 | TurfsSeries A Keep content across your Mac organized in defined areas | Productivity | #10 | 100 | 1 | 8.5x |
| 114 | Fit Receipt A private fitting agent that knows when to call JEV | Productivity | #18 | 72 | 2 | 8.4x |
| 115 | TourKit Lightweight product tours with a hosted dashboard | Productivity | #58 | 59 | 1 | 8.4x |
| 116 | Jev Wrapped See how much of a Telegram channel is ads and clickbait | Telegram | #38 | 64 | 1 | 8.4x |
| 117 | Cutsio One video asset library shared with your whole team | Storage | #52 | 59 | 1 | 8.4x |
| 118 | Robot Voice Bridge Run ElevenLabs like a voiceover session, right on your Mac | Mac | #37 | 65 | 1 | 8.3x |
| 119 | SecAIQ Watch What are your AI tools really doing on your machine? | Open Source | #25 | 70 | 1 | 8.3x |
| 120 | Refoid Automate App Store refund responses and track every outcome | Productivity | #26 | 68 | 1 | 8.2x |
| 121 | Diurnal The fastest way to get a thought out of your head | Productivity | #22 | 78 | 1 | 8.1x |
| 122 | Howseen AI Track how AI recommends your brand, and get cited | Marketing | #8 | 123 | 1 | 8.1x |
| 123 | NiubiGEO Open-source AI visibility. Human-powered growth. | Open Source | #23 | 74 | 1 | 8.1x |
| 124 | Pair2FA Secure 2FA sharing for teams | Productivity | #30 | 65 | 2 | 8.0x |
| 125 | Parall Run multiple instances of the same app on your Mac | Mac | #18 | 79 | 1 | 8.0x |
| 126 | UIDCaption Automatic and animated captions, completely offline | Artificial Intelligence | #61 | 58 | 1 | 8.0x |
| 127 | Fulvid A standalone desktop editor for Markdown and MDX | Open Source | #17 | 86 | 1 | 7.8x |
| 128 | GoodSocials AI social media manager for LinkedIn. Only authentic content | Artificial Intelligence | #6 | 130 | 1 | 7.8x |
| 129 | Storytailor®Seed A personal world built around your child’s imagination | Kids | #15 | 92 | 2 | 7.8x |
| 130 | DemoScreen Turn product screenshots into a narrated demo video | Marketing | #37 | 63 | 0 | 7.8x |
| 131 | Walkie Dictation + meetings + read aloud in one app on-device | SaaS | #24 | 76 | 1 | 7.7x |
| 132 | World Signal See where the world is behaving abnormally. | Analytics | #66 | 56 | 1 | 7.7x |
| 133 | FeedsBar A quiet, continuous news/media ticker for your Mac desktop | Mac | #27 | 73 | 1 | 7.7x |
| 134 | Donna Schedule multiple meetings with one link | Productivity | #13 | 83 | 2 | 7.7x |
| 135 | Flicka Launch-ready product demos, from a Chrome extension | Chrome Extensions | #11 | 94 | 1 | 7.6x |
| 136 | 14 gentle mornings by Small WInsSeries C+ Audio first physiotherapy delivered via WhatsApp | Health & Fitness | #40 | 62 | 1 | 7.5x |
| 137 | Markly A calm, native Markdown editor for your folders | Mac | #42 | 62 | 1 | 7.5x |
| 138 | OmniNotch The notch that does it all! | Mac | #29 | 66 | 1 | 7.4x |
| 139 | Pinky Promise A reminder for the promises you make with friends | Productivity | #53 | 59 | 1 | 7.3x |
| 140 | Edyt AI for text you can't even select. Any app on Mac & Windows | Productivity | #18 | 83 | 1 | 7.3x |
| 141 | Dictoterix Language learning service built around the dichotic method | Web App | #47 | 60 | 1 | 7.3x |
| 142 | RemoteConsole Reach your home or work terminal when agents can't or won't | Android | #54 | 59 | 1 | 7.3x |
| 143 | shadow-planner AI-assisted gantt project planning that runs on your machine | Productivity | #45 | 61 | 1 | 7.2x |
| 144 | ForkestSeries C+ Turn your GitHub contributions into a pixel-art garden | Art | #48 | 60 | 1 | 7.1x |
| 145 | FRCTL Mind-Bending Media and Live Visuals | Design Tools | #20 | 70 | 1 | 7.0x |
| 146 | DokBot Turn your docs into a support chatbot for your website | Customer Communication | #31 | 65 | 1 | 6.9x |
| 147 | Pastely Clipboard that adapts to wherever you paste it | Mac | #41 | 62 | 1 | 6.9x |
| 148 | InfraGrid3D Full Civil Engineering design in the Web Browser LOD 400+ | Modeling | #27 | 66 | 1 | 6.9x |
| 149 | Tellwe Your coffee cup tells its story. | Coffee | #32 | 65 | 1 | 6.9x |
| 150 | Paragraph Notes A private Markdown notes app for Mac | Mac | #5 | 148 | 1 | 6.9x |
| 151 | RankControlSeries C+ Get Cited by ChatGPT & Ranked on Google | Marketing | #10 | 118 | 1 | 6.9x |
| 152 | layernoteSeries C+ Visual feedback on websites, Figma files, PDFs and images | Design Tools | #41 | 62 | 1 | 6.7x |
| 153 | JevtownSeed 10,000 AI readers react to your post before you publish it | Writing | #16 | 87 | 1 | 6.7x |
| 154 | SOUND Give every Mac app its own EQ, volume, and speaker. | Mac | #11 | 101 | 1 | 6.6x |
| 155 | ShroomPen Reply, rewrite, fix grammar, translate with single extension | Productivity | #10 | 101 | 1 | 6.6x |
| 156 | Token Forecaster Forecast how long an LLM reply will run, before Enter | Open Source | #34 | 65 | 1 | 6.5x |
| 157 | Decktly Edit HTML presentations like PowerPoint | Design Tools | #64 | 56 | 1 | 6.4x |
| 158 | ReallyFree See what's really 'free' before you click | Browser Extensions | #32 | 67 | 1 | 6.4x |
| 159 | CodeSpotlight Make your code impossible to miss. | Productivity | #16 | 80 | 1 | 6.3x |
| 160 | ChoreDivider Split chores by what each of you actually minds doing | iOS | #20 | 75 | 0 | 6.2x |
| 161 | KeetSeed Video Courses on Anything | Education | #12 | 100 | 2 | 6.2x |
| 162 | Jango Test multi-user apps with AI agents that act like real users | Developer Tools | #12 | 84 | 1 | 6.2x |
| 163 | Split Resize connected Mac windows together, with live content | Mac | #63 | 57 | 1 | 6.2x |
| 164 | FinalFrame AI photo critique: what to fix next and when to stop editing | Photography | #51 | 59 | 1 | 6.1x |
| 165 | Osmotic Download your DJI Osmo footage to your Mac over Wi-Fi | Mac | #27 | 67 | 1 | 6.1x |
| 166 | OmniDICOM DICOM viewing and metadata editing on Mac and Windows | Windows | #24 | 73 | 1 | 6.1x |
| 167 | COOLDOWN A little pause before your next impulse purchase | iOS | #56 | 59 | 1 | 6.1x |
| 168 | KelamSeed Let your agent make the calls you don't want to | Developer Tools | #28 | 66 | 1 | 6.0x |
| 169 | Kapshot Screen recordings that look like you edited them | Productivity | #17 | 76 | 1 | 6.0x |
| 170 | DEV·TVSeries C+ A retro TV for GitHub, HN, Hugging Face & more: 10 channels | Open Source | #5 | 150 | 1 | 5.9x |
| 171 | Memoire Where thoughts become manuscripts without friction. | Writing | #49 | 60 | 1 | 5.8x |
| 172 | Simha Digital SEO workspace that tells you what to fix with a plan | Web App | #19 | 79 | 1 | 5.8x |
| 173 | Lightmeter Film Camera designed for everyday moments | iOS | #8 | 124 | 1 | 5.8x |
| 174 | Lisen Free Read Aloud with Cartesia Voices | Chrome Extensions | #10 | 106 | 1 | 5.8x |
| 175 | LockLines Design Mac lock screen messages that fit | Mac | #19 | 75 | 1 | 5.6x |
| 176 | PostSider Social media scheduling platform for humans and agents | Social Media | #13 | 90 | 1 | 5.6x |
| 177 | Perfect Slice You have one cut to get a perfect slice | Free Games | #43 | 61 | 1 | 5.6x |
| 178 | Fewer The launcher that counts how often you pick up your phone | Android | #7 | 121 | 1 | 5.3x |
| 179 | Squints Design tools for the live web | Design Tools | #14 | 80 | 1 | 5.2x |
| 180 | Kliva Trail race plans that sync to your Garmin | Health & Fitness | #37 | 63 | 1 | 5.1x |
| 181 | Psst A shared shopping list that remembers what things cost | Android | #8 | 108 | 0 | 4.8x |
| 182 | Chit A printed receipt of your day in Claude Code | Mac | #3 | 208 | 1 | 4.7x |
| 183 | Kleanly One tap in the notch locks your keyboard and trackpad | Mac | #9 | 108 | 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.