Product Hunt launches most likely to raise Series A
PHBench scored 81 featured Product Hunt launches from this week on their probability of raising a Series A within 18 months. The strongest signal was Universal-3.5 Pro at 63x 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 | Universal-3.5 Pro The most accurate STT model from AssemblyAI. | API | #12 | 122 | 3 | 63x |
| 2 | Auriko Trading desk for LLM calls | API | #1 | 553 | 3 | 60x |
| 3 | Edgee Claude Code Compressor V2Seed Fewer tokens, same context, 50% cost reduction | API | #7 | 189 | 4 | 50x |
| 4 | Opper AISeed The european AI gateway for agents | API | #6 | 240 | 4 | 50x |
| 5 | MiraSeries B AI moderated interviews that read how people feel | User Experience | #5 | 229 | 7 | 48x |
| 6 | GPT-LiveSeries C+ Full-duplex voice for ChatGPT | Artificial Intelligence | #7 | 206 | 3 | 47x |
| 7 | GPT-5.6Series C+ A new standard for intelligence and efficiency | Artificial Intelligence | #6 | 297 | 1 | 44x |
| 8 | Timbal AISeed Build AI agents, workflows, and apps in one stack | Productivity | #2 | 497 | 7 | 43x |
| 9 | Katalyst Pre-seed The AI agent that works your Salesforce Pipeline | Sales | #2 | 414 | 5 | 42x |
| 10 | Basedash SCIMSeed Your org changes. Access keeps up. | Artificial Intelligence | #7 | 158 | 3 | 41x |
| 11 | Willow Frontier ProSeed The fastest, most accurate dictation model in the world | Productivity | #3 | 285 | 4 | 41x |
| 12 | Constellation Gate AIPublic Prompt injection and token savings - #1 in benchmarks | Developer Tools | #13 | 125 | 7 | 41x |
| 13 | ExploreYC Open-source API for Y Combinator & a16z company data | API | #1 | 416 | 1 | 40x |
| 14 | Native SDK Toolkit for building native desktop apps | GitHub | #8 | 171 | 3 | 40x |
| 15 | Scribble Network The product that makes AI recommend your brand | Analytics | #3 | 403 | 3 | 37x |
| 16 | Perfai SecurityPre-seed Find & fix live vulnerabilities in Vibe Apps with 1-prompt. | Developer Tools | #3 | 317 | 5 | 36x |
| 17 | Typeahead 2.0 Private AI autocomplete for every app on your Mac | Productivity | #2 | 437 | 2 | 36x |
| 18 | Ship OS by NotionSeries C+ The agent-native way to ship software | Task Management | #9 | 153 | 1 | 35x |
| 19 | Orus Claude for investing in perpetuals | Android | #10 | 130 | 2 | 35x |
| 20 | Badge AI agents collect peer reviews to generate proof of work | Hiring | #1 | 450 | 4 | 34x |
| 21 | ConnectMachine 2.0 AI digital business card that remembers everyone you meet | Meetings | #5 | 389 | 4 | 33x |
| 22 | Scarlett. Your AI Co-Worker in Slack & iMessage | Marketing | #4 | 403 | 8 | 33x |
| 23 | StoryChief ConnectSeries A Publish content from Claude to your website and socials | Productivity | #10 | 139 | 3 | 33x |
| 24 | New small business tools by IFTTTSeries C+ Run your business with HubSpot, Figma, and more | Android | #11 | 126 | 4 | 32x |
| 25 | Notion Agents iOS appSeries C+ Chat with Notion Agents anytime | Productivity | #13 | 119 | 9 | 31x |
| 26 | ToyoSeed Exec assistant who lives in iMessage and calls your phone | #4 | 293 | 7 | 31x | |
| 27 | LemonLimeSeed Automates your existing workflows with a single prompt. | SaaS | #6 | 161 | 4 | 31x |
| 28 | AnySearch Real-time structured search trusted by agents and developers | Developer Tools | #1 | 537 | 7 | 28x |
| 29 | ChatCutSeed Your AI video editor in ChatGPT, desktop, and web | Marketing | #1 | 665 | 3 | 28x |
| 30 | PlugThis Create your own Chrome Extensions by chatting with AI | Chrome Extensions | #3 | 522 | 4 | 26x |
| 31 | Monogram AISeed AI with a visual and interactive interface | Productivity | #9 | 165 | 3 | 25x |
| 32 | SimSeries A Open-source workspace for AI agents and workflows | Open Source | #2 | 613 | 1 | 25x |
| 33 | IvyForms A WordPress form builder for real workflows | Productivity | #2 | 331 | 4 | 25x |
| 34 | Link Preview API Free API to get Open Graph data, title & images for any URL | API | #5 | 191 | 1 | 24x |
| 35 | PopTask for Apple Turn to-dos into scheduled tasks | Productivity | #8 | 142 | 2 | 24x |
| 36 | Ogment AI Your AI coworker, in Slack. Just tag @O. | Slack | #9 | 175 | 5 | 23x |
| 37 | ARKAD Wallet Control your budget with voice | Productivity | #15 | 111 | 1 | 23x |
| 38 | Lispr Hold a key, speak, and Lispr writes it anywhere | Mac | #5 | 277 | 3 | 23x |
| 39 | Effects SDK AI video & audio effects SDK for real-time apps | Meetings | #1 | 459 | 2 | 22x |
| 40 | Social Fetch Social media scraper API for every major platform | API | #8 | 181 | 1 | 22x |
| 41 | DupelyPre-seed The trust layer for online shopping | Android | #4 | 298 | 4 | 22x |
| 42 | AirKaren AI that fights customer service for you | Customer Success | #5 | 220 | 3 | 22x |
| 43 | LongCat-2.0Public 1.6T MoE trained entirely on AI ASICs | Open Source | #10 | 153 | 0 | 21x |
| 44 | CompendiumPre-seed Keeping your team, agents, and data on one page | Productivity | #16 | 105 | 3 | 21x |
| 45 | Zoho Tables Smarter way to manage work and data. | Productivity | #12 | 150 | 5 | 21x |
| 46 | On-Device Field Extraction by VeryfiSeries A Secure on-device extraction even if you're offline | Fintech | #19 | 96 | 0 | 21x |
| 47 | Muse Spark 1.1 by Meta AISeries C+ Multimodal reasoning model built for agentic tasks | Artificial Intelligence | #11 | 125 | 1 | 20x |
| 48 | Octolens Social listening for the agent era | Marketing | #3 | 390 | 2 | 20x |
| 49 | Cloudflare DropSeries C+ Drop your folder in browser & deploy instantly on Cloudflare | Website Builder | #2 | 338 | 0 | 19x |
| 50 | CoastySeed A Computer-Use-Agent that runs legacy software like a human | Developer Tools | #11 | 140 | 1 | 19x |
| 51 | Nixmac Nix-darwin that speaks plain English | Open Source | #10 | 142 | 4 | 17x |
| 52 | Mozaik TypeScript runtime for self-organizing AI agents | Developer Tools | #11 | 120 | 2 | 17x |
| 53 | Bono AI Talk Once. Publish Everywhere. | Newsletters | #4 | 256 | 3 | 16x |
| 54 | Just Ask by SEORCE Talk to your SEO & AI Visibility data on WhatsApp. | Productivity | #12 | 142 | 6 | 15x |
| 55 | Juicy Beautiful Mac battery alerts, health insights & charge limit | Mac | #7 | 221 | 1 | 15x |
| 56 | Cadence Record once, send confidently | Productivity | #12 | 118 | 0 | 15x |
| 57 | AstryxPublic A customizable, agent-ready open-source design system | Design Tools | #8 | 151 | 2 | 14x |
| 58 | Ellis AI notes for in-person meetings | Productivity | #7 | 186 | 1 | 13x |
| 59 | Stanley Studio The AI video editor you hire that edits like a human | Social Media | #6 | 201 | 2 | 12x |
| 60 | agents-cli The CLI your coding agent uses to ship agents | Developer Tools | #9 | 138 | 1 | 12x |
| 61 | Knowledge Atlas by FiniSeed The self-learning knowledge base that improves itself | Productivity | #18 | 98 | 2 | 12x |
| 62 | Jamboree Multiplayer synthesizer | Music | #17 | 100 | 1 | 12x |
| 63 | ChatGPT WorkSeries C+ Partner for your most ambitious work | Artificial Intelligence | #4 | 227 | 0 | 11x |
| 64 | Kickbacks CLI The terminal and Mac menu bar companion for Kickbacks.ai | Advertising | #5 | 185 | 1 | 11x |
| 65 | Mispher Dictate, rewrite, translate, and an agent in a single device | Mac | #12 | 100 | 1 | 11x |
| 66 | Eodly Know what your team actually shipped today | Productivity | #15 | 113 | 1 | 9.8x |
| 67 | Yasmine Works An AI coworker that lives in your Slack to get work done | Slack | #14 | 86 | 0 | 9.5x |
| 68 | CodeMote Claude Code, Codex, any CLI agent. Driven from your iPhone | iOS | #9 | 152 | 1 | 9.4x |
| 69 | Tasks.txt Plain text task manager for macOS | Mac | #10 | 151 | 0 | 9.3x |
| 70 | Glideo Screen recordings that edit themselves | Design Tools | #11 | 154 | 1 | 9.0x |
| 71 | RepStandard Computer vision counts your reps in real time | iOS | #13 | 98 | 1 | 8.3x |
| 72 | AI Emaily Your AI inbox that writes like you + replies on autopilot | #6 | 189 | 1 | 8.3x | |
| 73 | San Fran Sim A startup tycoon game | Indie Games | #3 | 299 | 1 | 8.2x |
| 74 | Kadoink AI Gather people instantly by AI txt, video, or ringing phones | Messaging | #13 | 136 | 1 | 8.0x |
| 75 | Aura: Agents + Git + Intent Open SourceSeed OSS IDE for controlling AI coding agents with built in loops | Developer Tools | #8 | 175 | 1 | 7.9x |
| 76 | Sunrise A real planner for Google Tasks | Productivity | #4 | 232 | 1 | 7.9x |
| 77 | GlimpseSeries B The competitive intelligence agent | Analytics | #14 | 111 | 1 | 7.0x |
| 78 | NanoKVM-GoSeries B Give your AI agent physical control over any screen | Open Source | #14 | 118 | 1 | 7.0x |
| 79 | Orbit for Mac Every Google account, in a single window | Mac | #7 | 147 | 1 | 6.1x |
| 80 | Breathing In Labour A distraction-free breathing app for labor preparation | Health & Fitness | #8 | 143 | 1 | 5.2x |
| 81 | SoundPipe SoundPipe is a mixing board for your Mac | Productivity | #6 | 156 | 1 | 4.6x |
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.