Product Hunt launches most likely to raise Series A
PHBench scored 98 featured Product Hunt launches from this week on their probability of raising a Series A within 18 months. The strongest signal was Novus at 51x 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 | NovusSeries C+ Catch and fix usability issues automatically as you ship | Analytics | #8 | 135 | 11 | 51x |
| 2 | Paste MCP & AI Tools Infinite clipboard for Claude, Codex and other AI tools | Mac | #6 | 216 | 5 | 47x |
| 3 | Chloe by CloseSeed AI agent built into your CRM who works leads for you | Sales | #22 | 87 | 4 | 47x |
| 4 | Dune KeypadSeed Context-aware Mac keypad, w/ Claude + community extensions | Productivity | #4 | 322 | 7 | 45x |
| 5 | Empromptu AIPre-seed Train Fine Tuned Models With AI Apps You're Already Building | Developer Tools | #3 | 319 | 4 | 43x |
| 6 | BriefSeed Navigate your agents to product-market fit | Developer Tools | #5 | 236 | 3 | 43x |
| 7 | Databox MCPSeed Chat with your business data inside Claude, ChatGPT and more | Productivity | #3 | 334 | 6 | 43x |
| 8 | SpectronSeries A Agent memory you can trust | Developer Tools | #7 | 175 | 4 | 43x |
| 9 | Basedash Semantic LayerSeed Define metrics once. Use them everywhere. | Artificial Intelligence | #15 | 104 | 3 | 43x |
| 10 | Fundraisly AI fundraising agent that finds investors and books meetings | Venture Capital | #1 | 987 | 7 | 42x |
| 11 | Co-InvestSeries A Trade 500+ markets directly from ChatGPT & Claude | Fintech | #4 | 265 | 2 | 42x |
| 12 | Tabstack Web Research Run a research agent with cited answers in a single API call | API | #8 | 148 | 6 | 42x |
| 13 | Mina Meeting Assistant Your AI Teammate now responds and executes during your calls | Productivity | #1 | 467 | 2 | 42x |
| 14 | MinimiPre-seed Your ambient memory for Claude | Productivity | #2 | 467 | 5 | 41x |
| 15 | GigacatalystSeed Give your Sales and CS teams engineering superpowers | Sales | #3 | 338 | 1 | 41x |
| 16 | Mistral VibeSeries C+ I agent for long-running, multi-step work and coding | Productivity | #11 | 128 | 3 | 39x |
| 17 | Astra Autonomous PentestSeed AI agents that find, validate, and fix every vulnerability | SaaS | #2 | 392 | 6 | 39x |
| 18 | Deliveryman.ai Cold email infrastructure on autopilot without Gsuite | Sales | #7 | 166 | 2 | 39x |
| 19 | Mailwarm 2.0Seed The email warmup tool, upgraded for deliverability. | #1 | 547 | 7 | 34x | |
| 20 | Elentaria Your GTM: from diagnosis to execution | Sales | #1 | 558 | 2 | 32x |
| 21 | AppWizzy Rent a private VM with Codex to build production apps | Software Engineering | #5 | 199 | 5 | 32x |
| 22 | Typeahead AI autocomplete for every app on your Mac | Productivity | #6 | 278 | 2 | 30x |
| 23 | Trippple Club Advertise together on Meta Ads and pay 3x less | Marketing | #9 | 142 | 5 | 30x |
| 24 | Google Gemma 4 12BSeries C+ Run multimodal AI locally with an encoder-free architecture | Open Source | #4 | 272 | 3 | 29x |
| 25 | R0Y OMNI 1.0 Generate more accurate investment dashboards and reports | Fintech | #15 | 100 | 1 | 27x |
| 26 | LeniSeed The world’s most accurate AI for investors | Investing | #3 | 379 | 3 | 27x |
| 27 | Vokal A collaboration space for 10x teammates with their Al agents | Productivity | #2 | 451 | 2 | 27x |
| 28 | CignaraSeed AI Agents for Fortune 500 grade customer support | Customer Success | #23 | 86 | 4 | 24x |
| 29 | Intelligent TerminalPublic Windows Terminal with native agent integration | Open Source | #19 | 94 | 0 | 24x |
| 30 | Gaming services by IFTTTSeries C+ Level up the way you play with Steam, Dota 2, and more | Android | #5 | 141 | 3 | 24x |
| 31 | Branda A fun new way to create & manage brands. | Design Tools | #11 | 120 | 2 | 23x |
| 32 | Rodeo by TwelveLabsSeries B Describe your shot. Rodeo builds your first cut. | Productivity | #9 | 131 | 2 | 23x |
| 33 | Koji by BrilliantSeries C+ A world-class personal tutor for every home | Education | #10 | 120 | 6 | 23x |
| 34 | Sun Collaborative voice API for agents | Meetings | #14 | 103 | 3 | 22x |
| 35 | Devin DesktopSeries C+ Manage fleets of local and cloud agents from one surface | Software Engineering | #13 | 104 | 1 | 22x |
| 36 | TimeTuna.com If Calendly had gorgeous video backgrounds | Productivity | #9 | 134 | 2 | 22x |
| 37 | folkSeed the AI in your texts that gets stuff done | Productivity | #5 | 280 | 3 | 21x |
| 38 | Uselink host your html, share the link, and get comments | Productivity | #9 | 141 | 3 | 20x |
| 39 | Knock agent for SlackSeries C+ Build, manage, and ship customer messaging from Slack | Customer Communication | #13 | 102 | 2 | 20x |
| 40 | Google Search ProfilesSeries C+ Profile for publishers/creators to highlight work on Search | News | #1 | 343 | 0 | 20x |
| 41 | Presentify Take your presentation skills to the next level | Mac | #7 | 191 | 1 | 19x |
| 42 | Carbon Voice Speed DialSeed Get your whole team (humans and agents!) on speed dial | Messaging | #16 | 98 | 3 | 19x |
| 43 | Hermes DesktopSeries B The agent that grows with you | Open Source | #6 | 190 | 0 | 18x |
| 44 | ChatPilot Bulk delete, archive & timestamp your ChatGPT conversations | Chrome Extensions | #30 | 77 | 0 | 18x |
| 45 | NetworkSpy HTTP(s) proxy debugger with custom viewer | API | #19 | 82 | 1 | 17x |
| 46 | Tokenwise A smart LLM proxy that shows where you're overpaying | Analytics | #12 | 122 | 1 | 17x |
| 47 | MartinLoop Control AI coding agents with limits, proof, + run receipts | Developer Tools | #25 | 76 | 0 | 17x |
| 48 | Boxes.dev Run Claude Code and Codex in your own cloud environment | Developer Tools | #13 | 107 | 2 | 16x |
| 49 | Kai for ChromePre-seed Local meeting transcription with no account needed | Chrome Extensions | #20 | 89 | 3 | 16x |
| 50 | FolderPlus Peek inside any folder without opening it | Mac | #15 | 101 | 2 | 15x |
| 51 | Build Club Campus Seed Virtual AI School: Upskill in AI and Become Great at it Fast | Education | #6 | 190 | 4 | 14x |
| 52 | Extella.AI Agentic platform that evolves & builds reusable systems | Productivity | #18 | 89 | 2 | 13x |
| 53 | Joanium Local AI workspace to build and work with your computer | Productivity | #20 | 83 | 1 | 13x |
| 54 | Walkable Safety-first walking navigation to walk the safest routes | Travel | #8 | 143 | 2 | 12x |
| 55 | Keen Code A context-efficient CLI coding agent built by agents | Open Source | #11 | 119 | 1 | 12x |
| 56 | TaskGPT Voice agent for MacOS | Artificial Intelligence | #20 | 90 | 1 | 12x |
| 57 | Skylive Never miss a celestial event, anywhere on Earth | Streaming Services | #13 | 104 | 2 | 12x |
| 58 | Sortail Self-learning one-click inbox cleanup for Apple Mail | Mac | #23 | 78 | 0 | 11x |
| 59 | Perplexity Personal Computer for WindowsSeries C+ Run AI agents across your local files and apps on Windows | Productivity | #12 | 114 | 0 | 11x |
| 60 | Handler Review AI edits like stacked PRs at generation time. | Software Engineering | #19 | 92 | 1 | 11x |
| 61 | Overline Real-time AI captions and translation for any browser video | Chrome Extensions | #20 | 84 | 1 | 11x |
| 62 | Moxie Docs Living docs + MCP context for your GitHub repos | Developer Tools | #16 | 95 | 1 | 11x |
| 63 | Walrus MemorySeries B Enable agents to keep context & work across apps + sessions | Developer Tools | #27 | 82 | 1 | 11x |
| 64 | Smart Runner Your training plan, rewritten after every run | iOS | #21 | 87 | 1 | 11x |
| 65 | Emily by Co-Desk Voice AI copilot for coworking & coliving operators | Productivity | #18 | 91 | 2 | 10x |
| 66 | Kompassify 2.0 User onboarding now with an AI copilot | User Experience | #15 | 97 | 1 | 10x |
| 67 | Trovelo Plan and track your trips privately | iOS | #14 | 98 | 1 | 9.9x |
| 68 | choclift Use iPhone to open apps, Apple Shortcuts and websites on Mac | iOS | #10 | 120 | 2 | 9.7x |
| 69 | Gusto CofounderSeries C+ If Gusto, OpenClaw, and Claude Cowork had a baby... | Productivity | #26 | 64 | 1 | 9.7x |
| 70 | DotBGE Local-first file encryption for iOS, CLI, and agents | Privacy | #29 | 77 | 1 | 9.6x |
| 71 | RingDisk Brighten your video calls with different toned ring lights | User Experience | #22 | 82 | 1 | 9.3x |
| 72 | Enshittifier Chrome extension that replaces "AI" with 💩 | Chrome Extensions | #8 | 140 | 1 | 9.3x |
| 73 | Mirowl Search all your screenshots via a local OCR-powered AI | Mac | #18 | 89 | 1 | 9.2x |
| 74 | Wallie V2 The open-source AI streamer that actually feels alive | Open Source | #26 | 77 | 1 | 9.2x |
| 75 | MAI-Image-2.5Public Generate and edit images with precise scene control | Design Tools | #3 | 223 | 0 | 9.0x |
| 76 | SocialEcho 2.0 AI social media copilot for teams and agents | Social Media | #2 | 374 | 1 | 8.9x |
| 77 | ConnectWizard Unlock hidden App Store Connect analytics | Analytics | #17 | 93 | 1 | 8.8x |
| 78 | Curata A shared workspace for AI agents and humans. | Productivity | #28 | 82 | 1 | 8.2x |
| 79 | LocalClicky Control your Mac with your voice locally | Open Source | #9 | 124 | 1 | 8.0x |
| 80 | Galleroo Turn your Google Drive into a stunning client gallery | SaaS | #19 | 86 | 1 | 7.9x |
| 81 | Gather Save it once, never lose it again | Design Tools | #17 | 97 | 1 | 7.7x |
| 82 | GlowPulse Your Mac's camera is now a heart-rate sensor | Health & Fitness | #12 | 107 | 1 | 7.6x |
| 83 | Stella Local natural language search across all your files | Mac | #14 | 101 | 2 | 7.6x |
| 84 | HumToBeats Turn humming into AI-generated beats | Music | #24 | 77 | 1 | 7.1x |
| 85 | Audex Trace Trace what Apple Music is actually playing | Mac | #24 | 84 | 1 | 6.9x |
| 86 | Manus Shopify ConnectorSeries C+ Build and manage Shopify stores from one chat | User Experience | #2 | 237 | 0 | 6.9x |
| 87 | Ideogram 4.0Series A Generate design-ready image with open weight, layout control | Design Tools | #5 | 238 | 1 | 6.8x |
| 88 | Navi+ Menu Builder Add Tab Bar, Mega Menu & more to any website — no code | Menu Bar Apps | #6 | 110 | 0 | 6.8x |
| 89 | Split Ninja Cut, extract, mute, and split videos locally | Productivity | #26 | 83 | 1 | 6.8x |
| 90 | Recursi Self improving vibe coding env with no API fees | Developer Tools | #17 | 95 | 1 | 6.5x |
| 91 | Open Caffeine Keep your Mac awake | Open Source | #10 | 131 | 1 | 6.3x |
| 92 | Treadmill Pro Control your treadmill from your iPhone, wirelessly | Health & Fitness | #14 | 99 | 1 | 6.3x |
| 93 | PawPause Lock your keyboard and prevent cats from causing chaos | Open Source | #7 | 142 | 1 | 6.2x |
| 94 | PlugTalk Your Mac talks back when you plug things in | Productivity | #25 | 84 | 1 | 5.7x |
| 95 | findloc.ai Make your business citable by ChatGPT, Claude & Perplexity | Marketing | #21 | 83 | 1 | 5.5x |
| 96 | Fox Issue Tracker 4 Track, plan, and release. | Productivity | #7 | 108 | 1 | 5.4x |
| 97 | Paint By JSON | Figma API ClientSeries C+ Real API data in your mockups made as easy as lorem ipsum. | Design Tools | #17 | 91 | 1 | 5.2x |
| 98 | QWERTYS My keyboard fell apart. Now it's your problem. | Custom Keyboards | #4 | 162 | 1 | 4.7x |
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.