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 Codex Micro 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 | Codex MicroSeries C+ Tactile controls for your Codex agents | Hardware | #4 | 247 | 2 | 56x |
| 2 | Tiptap AI ToolkitSeed Empower your AI to directly edit documents in real time. | Text Editors | #8 | 174 | 7 | 55x |
| 3 | Albato AI Build AI-driven workflows across 1,000+ apps | Artificial Intelligence | #3 | 320 | 5 | 52x |
| 4 | Zro Private inference for coding agents | API | #2 | 458 | 4 | 50x |
| 5 | Agentcard for companiesSeries C+ Give your agent a debit card | Fintech | #5 | 186 | 2 | 49x |
| 6 | CampusSeries A One project space for humans and AI agents | Productivity | #3 | 430 | 6 | 48x |
| 7 | Velo 3.0 AI video infrastructure to explain, train, and sell faster. | Productivity | #2 | 617 | 11 | 48x |
| 8 | Pebbles AiSeed AI sales platform for modern B2B teams | Sales | #2 | 415 | 4 | 44x |
| 9 | UnitPay Price, bill, and prove value for your AI product | API | #9 | 152 | 3 | 43x |
| 10 | Basedash SuggestionsSeed Your AI data analyst, now with ideas of its own. | Artificial Intelligence | #6 | 154 | 3 | 42x |
| 11 | AI Media Buyer By CreatifySeries A Your ads, managed by AI that gets smarter daily. | Social Media | #3 | 358 | 7 | 41x |
| 12 | Crustdata RecruiterSeed Claude Skills to turn Claude into a 100x Recruiter | Hiring | #5 | 274 | 5 | 40x |
| 13 | Kimi K3Series C+ The world's first open 3T-class model | Open Source | #3 | 403 | 2 | 40x |
| 14 | Simba Voice AgentsSeed Voice agents powered by Simba 3.2 the world's #1 voice model | API | #8 | 162 | 5 | 40x |
| 15 | Goose Ads RemixerSeries B Remix the ads already winning in your niche | Marketing | #3 | 514 | 5 | 39x |
| 16 | Loomal Monetize any MCP server in 5 minutes with no % skim. | Payments | #4 | 308 | 3 | 37x |
| 17 | OsaurusSeed Open source agents that run 100% locally on your Mac | Open Source | #2 | 615 | 4 | 35x |
| 18 | Pazi Vibe code business operations | Productivity | #2 | 680 | 4 | 34x |
| 19 | NitrosendSeed Email for AI agents. They sign up, send and reply. | Email Marketing | #6 | 168 | 2 | 34x |
| 20 | ClawTeams The first goal-driven, proactive AI team for e-commerce | Productivity | #1 | 720 | 2 | 32x |
| 21 | Alert Grouping by DrDroidSeed Reduce Your Alerts Noise Completely | SaaS | #23 | 87 | 1 | 29x |
| 22 | AgentKeySeries A One-stop live data marketplace for your agent | Productivity | #1 | 650 | 3 | 29x |
| 23 | Playground Earn $100K+ in weekly rewards for hacking AI agents. | Artificial Intelligence | #5 | 235 | 2 | 26x |
| 24 | LiveDemo Open-source alternative to Storylane, Navattic, and Arcade | Sales | #3 | 323 | 1 | 26x |
| 25 | RiverPre-seed AI account executives that demo and close B2B deals | Sales | #5 | 247 | 1 | 24x |
| 26 | ChikitAI Agentic AI for Healthcare Triage and Care Automation | SaaS | #21 | 92 | 3 | 23x |
| 27 | SonOf Empty your backlog. Pay only when it ships | SaaS | #19 | 95 | 3 | 22x |
| 28 | Unabyss for ClaudeSeed Shared memory across all apps and LLMs. In Claude | Productivity | #1 | 576 | 4 | 21x |
| 29 | ZooData The data layer for AI agents | Developer Tools | #1 | 593 | 3 | 21x |
| 30 | Verse Build and hire autonomous AI employees from a single prompt | Productivity | #13 | 117 | 2 | 20x |
| 31 | Trump AccountsPublic Build long-term financial security for your child | Parenting | #16 | 100 | 1 | 18x |
| 32 | Paradigm Turn any goal into a personalized, adaptive learning path. | User Experience | #1 | 589 | 9 | 17x |
| 33 | Sourclip Turn NotebookLM into a complete research workflow | Productivity | #20 | 87 | 1 | 17x |
| 34 | Sales StudioPre-seed Private studio for live demos on macOS | Productivity | #11 | 108 | 1 | 17x |
| 35 | Yapper Leaderboard See the biggest startup yappers on X/Twitter | #8 | 147 | 2 | 16x | |
| 36 | Fudge MCP Give your AI agents design taste from existing websites | Design Tools | #10 | 141 | 1 | 16x |
| 37 | Inbix Cloudflare-native Email Infrastructure for Developers | Open Source | #31 | 76 | 1 | 16x |
| 38 | Aye Your teachable AI intern for everyday browser work | Productivity | #8 | 147 | 1 | 15x |
| 39 | VocalVia Turn documents and articles into editable multi-voice audio | Artificial Intelligence | #14 | 101 | 1 | 15x |
| 40 | Graft AISeries B Turn company operations into a living map for agents | SaaS | #12 | 119 | 1 | 15x |
| 41 | In Parallel MCPSeed Your context, available to every agent. | Productivity | #10 | 129 | 3 | 14x |
| 42 | Nuvio Connect your X bio to your MRR and GA4 for auto updates | #9 | 150 | 2 | 14x | |
| 43 | Knockoff Amazon, without the knockoffs | Browser Extensions | #6 | 217 | 1 | 13x |
| 44 | loopclub The shared drum machine to jam with strangers or with Claude | Music | #21 | 84 | 1 | 13x |
| 45 | Breadcromb A browser that remembers everything and can act on anything | Artificial Intelligence | #20 | 94 | 1 | 13x |
| 46 | Flodesk Studio A place to make beautiful emails. | #6 | 192 | 7 | 12x | |
| 47 | Cloud Halo Azure FinOps for MSPs with flat pricing | Analytics | #30 | 79 | 1 | 12x |
| 48 | Claude Overlay A floating Claude Code chat that sees your screen | Developer Tools | #7 | 148 | 1 | 12x |
| 49 | Clark An AI coworker with its own cloud computer | Productivity | #2 | 471 | 1 | 12x |
| 50 | Marked QL Instant markdown previews in Finder | Productivity | #7 | 203 | 1 | 12x |
| 51 | Cito Hybrid academic search over 236M papers, built for agents | Developer Tools | #14 | 116 | 1 | 11x |
| 52 | DevSwat Turn codebases into interactive maps, graphs, and governance | Developer Tools | #26 | 84 | 1 | 11x |
| 53 | BrandaSeed Turn any domain into on-brand ads, MIT Open Source | Design Tools | #8 | 133 | 1 | 11x |
| 54 | EQK Mac app with dynamic AI EQ | Music | #22 | 82 | 1 | 10x |
| 55 | MentalHappy 3.0Seed Find & host online support groups that actually fill up | Android | #21 | 88 | 1 | 9.4x |
| 56 | The Eureka Database Turn a Reddit complaint into your next company | Productivity | #7 | 157 | 1 | 9.3x |
| 57 | DeskMat 1.3 Now hide individual files + folders for more private desktop | Mac | #19 | 108 | 1 | 9.3x |
| 58 | NoMac.app The headless iOS app publishing pipeline for AI agents. | iOS | #11 | 132 | 1 | 9.0x |
| 59 | Kit For AI The memory layer for AI agents | SaaS | #24 | 85 | 1 | 9.0x |
| 60 | DocuSmart AI Turning fragmented knowledge into one simple system | Artificial Intelligence | #9 | 124 | 1 | 8.8x |
| 61 | Acebuilder Build landing pages with Aceternity UI | Design Tools | #6 | 154 | 1 | 8.8x |
| 62 | Animos App Showcase your designs in motion | Animation | #10 | 115 | 1 | 8.5x |
| 63 | Manta AI Your AI agent for autonomous web app testing | Software Engineering | #8 | 150 | 1 | 8.5x |
| 64 | TailMux Multiple Tailscale tailnets at once, no switching + no VM | Mac | #12 | 115 | 1 | 8.4x |
| 65 | nudge2.0 AI schedules your whole week to take action | Productivity | #12 | 138 | 1 | 8.4x |
| 66 | Node Health Your private home for every lab result | iOS | #27 | 83 | 1 | 8.2x |
| 67 | Jam-Pod A player for people who keep their own music collection | Music | #16 | 122 | 1 | 8.2x |
| 68 | FlightGlitch Catch mistake fares before airlines fix them | Global Nomad | #16 | 106 | 1 | 8.2x |
| 69 | PgDogSeed Scale PostgreSQL without changing your app | Open Source | #4 | 220 | 1 | 8.2x |
| 70 | dot. The feedback layer for anything you build with AI. | Design Tools | #11 | 123 | 0 | 8.1x |
| 71 | BugShot Discover, fix, capture, and report bugs in one shot | Chrome Extensions | #9 | 112 | 1 | 7.8x |
| 72 | Amami Analytics that lives inside your AI assistant | Analytics | #17 | 104 | 1 | 7.7x |
| 73 | PixyCAD Fast & precise 3D CAD built natively for iPad and Mac | 3D Printer | #10 | 136 | 1 | 7.6x |
| 74 | Portero Know exactly what's running on every port of your Mac | Open Source | #6 | 156 | 1 | 7.6x |
| 75 | Ventorah run virtual wind tunnel aerodynamic analysis in your browser | Drones | #22 | 90 | 1 | 7.5x |
| 76 | Keepresso Keep your Mac awake, on your terms. Free and open source | Productivity | #14 | 123 | 1 | 7.5x |
| 77 | BrickSolvr Turn any 3D model into a buildable brick design | Maker Tools | #29 | 78 | 1 | 7.4x |
| 78 | Weave Think out loud and watch it become a living map. | Productivity | #15 | 115 | 1 | 7.3x |
| 79 | TimelySeries B Pull your calendar availability in 3 seconds | #5 | 187 | 1 | 7.3x | |
| 80 | Pocket Screen Keep any Mac window visible in a floating mini screen | Mac | #4 | 231 | 1 | 7.3x |
| 81 | Flyout Rich-text notes that fly out from your Mac's screen edge | Mac | #12 | 103 | 1 | 7.3x |
| 82 | AutoShelf 2.0 Auto-organize files on your Mac now with MCP & CLI support | Mac | #15 | 102 | 1 | 7.1x |
| 83 | ClipMatch Turn your camera roll into social content with AI | Marketing | #18 | 98 | 1 | 6.7x |
| 84 | Mojave Paint Direct manipulation of static images on the Mac platform | Graphics & Design | #19 | 87 | 1 | 6.5x |
| 85 | Altersend File transfer with no cloud storage, no account, no limits | Productivity | #17 | 100 | 1 | 6.5x |
| 86 | Breva Turn your Mac trackpad into a gentle breathing guide | Mac | #13 | 101 | 1 | 6.4x |
| 87 | WX An experimental synth for playable generative sound | Music | #8 | 128 | 1 | 5.9x |
| 88 | ClipFlowSeed Small video jobs, without a timeline | iOS | #18 | 98 | 1 | 5.9x |
| 89 | Mirage Turn your SaaS into a clickable demo in 90 seconds. | Marketing | #4 | 229 | 1 | 5.8x |
| 90 | SIMPLI Split expenses in a live cosmos | Productivity | #28 | 80 | 1 | 5.6x |
| 91 | Microflow Microcontrollers made simple. | Design Tools | #25 | 86 | 1 | 5.4x |
| 92 | OpenMarkdown A markdown editor you and your agent co-edit | Productivity | #5 | 198 | 1 | 4.9x |
| 93 | Scribble Party A local-first whiteboard studio for teachers and creators | Productivity | #7 | 147 | 1 | 4.2x |
| 94 | Copresent Turn your phone into a Google Slides remote | Chrome Extensions | #13 | 127 | 1 | 4.1x |
| 95 | Mainichi Learn Japanese, one prefecture at a time. | iOS | #7 | 141 | 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.