Product Hunt launches most likely to raise Series A
PHBench scored 131 featured Product Hunt launches from this week on their probability of raising a Series A within 18 months. The strongest signal was PostHog Desktop at 49x 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 | PostHog DesktopSeries C+ The product editor for product builders | Open Source | #3 | 332 | 1 | 49x |
| 2 | Antigravity Remote ControlPublic Drive Antigravity agents from any browser | Productivity | #6 | 159 | 1 | 46x |
| 3 | Firecrawl Developer IndexSeries A A curated index of 70M+ artifacts for coding agents. | Developer Tools | #6 | 163 | 3 | 46x |
| 4 | SkydiveSeries A Build cloud agents that work across your tools | Artificial Intelligence | #1 | 397 | 15 | 44x |
| 5 | MicroduckPublic A tiny open-source biped you can train yourself | Open Source | #3 | 257 | 2 | 44x |
| 6 | HEVN U.S.Series A Hold USD and pay globally through U.S. sponsor banks | Fintech | #14 | 106 | 4 | 44x |
| 7 | PaymentKit Billing that survives a processor shutdown | Fintech | #1 | 430 | 5 | 43x |
| 8 | akta.pro Private company data and signals API for the agent economy | API | #1 | 405 | 5 | 41x |
| 9 | Jotform AI Data Assistant Turn form data into insights and action with AI | Productivity | #4 | 233 | 0 | 41x |
| 10 | Traccia Finally, a vendor-neutral AI Agent Control Plane. | Open Source | #6 | 189 | 4 | 41x |
| 11 | Nimbia AI screen-sharing calls for user onboarding | Customer Success | #5 | 169 | 2 | 40x |
| 12 | Offloop A shared workspace where people and AI agents get work done | Productivity | #3 | 300 | 4 | 40x |
| 13 | 1752vc Pitch Deck Analyzer Know what investors will say before you ever hit send. | Venture Capital | #1 | 300 | 4 | 40x |
| 14 | Agnost AIPre-seed Catch agent failures your evals miss | Analytics | #3 | 282 | 2 | 39x |
| 15 | Ninjō AI AI sales agents on any channel that runs from Claude Code | Sales | #10 | 121 | 4 | 39x |
| 16 | Cohere Parse 5Series C+ Turn complex docs, tables & images into AI-ready data | API | #3 | 195 | 0 | 37x |
| 17 | NavigaraSeed Connect Your AI Spend Directly to Your Roadmap | Analytics | #4 | 275 | 2 | 36x |
| 18 | Expertise AISeed Turn your GTM skills into recurring revenue | Marketing | #2 | 358 | 10 | 35x |
| 19 | Enter Pro The AI-native platform to build and scale your apps | Developer Tools | #2 | 377 | 2 | 35x |
| 20 | Spline V2Series A Best 3D platform for the agentic era | Design Tools | #11 | 112 | 4 | 35x |
| 21 | Purchase API by AgentcardSeed one API call and your agent buys anything online | Fintech | #8 | 131 | 1 | 31x |
| 22 | OpenComputer Firebase for Agents | Software Engineering | #7 | 135 | 4 | 31x |
| 23 | Assistly Real-time AI meeting overlay with no bots, 100% private | Customer Success | #22 | 76 | 2 | 30x |
| 24 | Playcall The open-source AI alternative to Gong | Sales | #15 | 98 | 1 | 30x |
| 25 | Lenz Independent, multi-model fact-checking API for AI workflows | Artificial Intelligence | #3 | 248 | 5 | 30x |
| 26 | coolplugz A Claude orchestrator that saves developers loads of time | Artificial Intelligence | #7 | 134 | 1 | 29x |
| 27 | Qwen3.8-Flash-NextPublic The open-weight preview of Qwen4 | Open Source | #15 | 106 | 1 | 27x |
| 28 | Gemini 3.5 TranscribeSeries C+ Our most precise speech-to-text model yet | Artificial Intelligence | #5 | 220 | 1 | 26x |
| 29 | Kira Community Curate moments with #hashtag | Social Media | #10 | 113 | 4 | 25x |
| 30 | GLM-5.3-FlashPublic The first natively multimodal model in GLM-5 series | Open Source | #20 | 96 | 1 | 25x |
| 31 | Gemini Omni 1.1 FlashSeries C+ Our newest multimodal model for video generation and editing | Design Tools | #4 | 194 | 1 | 25x |
| 32 | ChatCut DesktopSeed Video editor built for humans & AI. Edit with GPT & Claude. | Marketing | #4 | 283 | 3 | 25x |
| 33 | Buddy Visual Tests Every UI change, reviewed before merge | Software Engineering | #19 | 88 | 5 | 24x |
| 34 | Mac miniPublic Now with M6 and M5 Pro chips | Productivity | #9 | 114 | 0 | 24x |
| 35 | MCP-Builder.ai The fastest way to connect your data with your AI Tools. | Developer Tools | #5 | 169 | 2 | 24x |
| 36 | Aramb Build, launch and monetize your AI agents in 20 minutes | Productivity | #8 | 128 | 3 | 24x |
| 37 | Hy4 previewPublic Tencent’s 770B open model for long-horizon work | Open Source | #2 | 199 | 0 | 23x |
| 38 | Hacktron AutomationsSeed Close the loop between vulnerability discovery and patching. | Developer Tools | #17 | 90 | 1 | 23x |
| 39 | Basedash for Grok BotSeed Company data answers, right inside Grok Bot | Data & Analytics | #23 | 80 | 1 | 23x |
| 40 | session-indexer Semantic search over your own Claude Code session history | Open Source | #18 | 89 | 1 | 23x |
| 41 | Diet Claude Never get blindsided by Claude's usage limits again | Chrome Extensions | #2 | 390 | 1 | 22x |
| 42 | OjinSeries B Talk to an AI Agent with a real face and voice, in real time | Artificial Intelligence | #16 | 104 | 8 | 22x |
| 43 | GitNexus (Akon Labs)Seed The open-source kernel for coding agents | Open Source | #8 | 144 | 2 | 22x |
| 44 | screenpipeSeed AI that records your computer work to power agents. | Productivity | #9 | 124 | 3 | 22x |
| 45 | PageIndexSeed Accurate, trustworthy answers across professional documents | Productivity | #1 | 340 | 4 | 21x |
| 46 | EasySwitch One mouse, keyboard and second screen for all your computers | Mac | #16 | 99 | 1 | 21x |
| 47 | Play with PuttyPublic Simple, Collaborative Vibe Coding | Design Tools | #13 | 107 | 0 | 21x |
| 48 | ChatGPT Ad LibrarySeries C+ See every ad running inside ChatGPT | Analytics | #20 | 82 | 0 | 21x |
| 49 | DecaworkSeed Control your company's internal AI agents and tools | Software Engineering | #2 | 321 | 2 | 20x |
| 50 | CaddiSeed Agent that builds agents by only showing your work only once | Productivity | #2 | 295 | 3 | 20x |
| 51 | Arena Agent Mode with GitHubSeries C+ Get real work done, moving from idea to shipping in minutes | Developer Tools | #18 | 95 | 3 | 20x |
| 52 | Dropstone The AI runtime that remembers, learns, and acts everywhere | Productivity | #7 | 131 | 1 | 20x |
| 53 | SuperIntern Your email and meeting assistant, inside your chat apps | #12 | 110 | 2 | 19x | |
| 54 | Trama Create macOS native automations using plain language | Mac | #10 | 103 | 1 | 19x |
| 55 | Inquio See what your bot is getting wrong | User Experience | #24 | 72 | 3 | 19x |
| 56 | Memoria Search photos by text, speech, object & faces. 100% offline. | Productivity | #6 | 149 | 1 | 19x |
| 57 | Particle Studio Transform Static Images Into Dynamic Particle Experiences | Design Tools | #13 | 95 | 1 | 19x |
| 58 | Evidence CoreSeed Build live analytics with coding agents | Open Source | #11 | 111 | 3 | 18x |
| 59 | ifySeries A Resolution AI that works on top of your existing helpdesk | #10 | 115 | 7 | 18x | |
| 60 | SpekoSeed OpenRouter for Voice | Developer Tools | #4 | 239 | 1 | 18x |
| 61 | Splitsense Turn user behaviour into higher conversions with AI | User Experience | #23 | 73 | 3 | 18x |
| 62 | x1Seed Lovable for iPhone apps go from idea to App Store | iOS | #1 | 476 | 3 | 17x |
| 63 | Contrive Search and act across all your work apps | Productivity | #15 | 91 | 1 | 16x |
| 64 | Keymap Every shortcut, one ⌘⌘ away. | Mac | #15 | 92 | 1 | 15x |
| 65 | DeployHermesSeries B Hire persistent Hermes agents with roles, memory + skills | Productivity | #20 | 83 | 1 | 15x |
| 66 | Marble MCP Manage your CMS content from Claude, Cursor, and Codex | Writing | #14 | 92 | 1 | 15x |
| 67 | NotchDrop A Dynamic Island experience for your Mac notch | Productivity | #19 | 81 | 1 | 14x |
| 68 | Cortex by SKYNETLAB The memory layer that decides what's worth remembering | Productivity | #16 | 85 | 1 | 14x |
| 69 | Lore MachineSeed Substack For World Builders | Comics & Graphic Novels | #12 | 110 | 1 | 14x |
| 70 | ReWeaver AI DriftDetector Drift score for any GitHub repo | Developer Tools | #27 | 68 | 0 | 14x |
| 71 | whoisthegoat.lol Bid $ for the GOAT (trash only) | Funny | #25 | 70 | 1 | 13x |
| 72 | AlchemizePre-seed Ship more code with confidence | Software Engineering | #21 | 83 | 2 | 13x |
| 73 | IQ Routing Trajectory-aware LLM routing that cuts agent cost | Developer Tools | #19 | 99 | 1 | 13x |
| 74 | AlmanacPre-seed The agent with a second brain | Productivity | #7 | 144 | 3 | 12x |
| 75 | Neo A novel-writing tool from the author of Silo | Open Source | #5 | 135 | 1 | 12x |
| 76 | SpacebarX A keyboard-first outliner for notes, tasks and projects | Productivity | #9 | 121 | 1 | 12x |
| 77 | Ticket Fairy CLISeed Ticket Fairy event ticketing CLI & MCP server | Events | #24 | 74 | 1 | 12x |
| 78 | Kraa 2.0 Text editor and a publishing platform | Writing | #13 | 109 | 3 | 12x |
| 79 | Tellie Prompter 1.5 The teleprompter that knows what you haven't said | Productivity | #6 | 137 | 1 | 11x |
| 80 | IFAH Instruments for composing and experiencing sound as a space | Music | #17 | 83 | 1 | 11x |
| 81 | HFlowSeed Scalable multimodal data pipelines for robotics | Open Source | #23 | 88 | 2 | 11x |
| 82 | Pluto Your professional profile is now an AI agent | Artificial Intelligence | #11 | 112 | 2 | 11x |
| 83 | Staats Ask your coding agent how your site is doing | Analytics | #12 | 78 | 1 | 11x |
| 84 | Savvy An assistant that whispers what to say during a meeting | Meetings | #14 | 107 | 1 | 11x |
| 85 | Revalvo Run prompts on every model at once. Score. Version. Ship. | Productivity | #14 | 96 | 1 | 11x |
| 86 | Warren Infrastructure for coding-agent workloads | Open Source | #19 | 85 | 1 | 11x |
| 87 | Glisio Mac Recorder & Snap editor w/auto-zoom, audio, local MP4 | Mac | #10 | 114 | 2 | 11x |
| 88 | Knack MCP ServerSeed The HIPAA-compliant backend for AI builders | Artificial Intelligence | #21 | 82 | 1 | 10x |
| 89 | macadress MAC address intelligence for apps, networks and AI agents | Web App | #28 | 66 | 1 | 10x |
| 90 | Bumply Update your dependencies and undo anything | Developer Tools | #9 | 112 | 1 | 10x |
| 91 | PhoenixSeed AI coding agent built for iOS, macOS app development | Developer Tools | #12 | 102 | 1 | 10x |
| 92 | Cobalt Your Kobo can run apps now | eBook Reader | #22 | 90 | 2 | 10x |
| 93 | TaskShell 2.0 Agent-first task management for more agentic productivity | Productivity | #24 | 79 | 1 | 10x |
| 94 | WIT Spot potential misunderstandings across global Englishes | Productivity | #10 | 90 | 4 | 9.7x |
| 95 | DockDuck The native macOS file manager Finder should be | Mac | #12 | 95 | 1 | 9.4x |
| 96 | Altar II The mechanical keyboard Apple never made | Custom Keyboards | #9 | 122 | 1 | 9.2x |
| 97 | choclift for iPad A touch-bar to control your Mac from your iPad | iPad | #25 | 78 | 2 | 8.7x |
| 98 | Wondering CanvasSeed Visual ChatGPT in Parallel | Productivity | #12 | 110 | 2 | 8.4x |
| 99 | Eventually Your X bookmarks, emailed back as your personal newsletter | Chrome Extensions | #21 | 93 | 1 | 8.4x |
| 100 | God’s Eye View Spy satellite simulator in your browser but the data is real | Open Source | #8 | 97 | 1 | 8.2x |
| 101 | Screenify Studio Polished product demos on Mac recorded by an AI agent | Design Tools | #13 | 107 | 1 | 8.1x |
| 102 | Localdock Every local project gets a real address. | Developer Tools | #8 | 119 | 1 | 8.1x |
| 103 | seendiff Code diff viewer with progress tracking | Open Source | #4 | 145 | 2 | 8.1x |
| 104 | OpenTagSeed AI coworker lives on Slack and Teams | Slack | #5 | 171 | 1 | 8.1x |
| 105 | CTRL Micro Haptic control deck for your Mac and AI agents | Mac | #15 | 92 | 1 | 8.0x |
| 106 | Flare The graph-first IDE and interactive map for agentic coding | Open Source | #11 | 120 | 1 | 7.9x |
| 107 | The Million Sad Ducks $1 makes one of them permanently happy | Art | #18 | 102 | 1 | 7.9x |
| 108 | BaudBuddy A native macOS serial terminal with a file server built in | Mac | #22 | 82 | 1 | 7.8x |
| 109 | CrowdVoltSeed You're coming out tonight | Electronic Music | #20 | 80 | 2 | 7.8x |
| 110 | Destiny Rings Proximity-powered dating, social & networking | Dating | #14 | 92 | 1 | 7.7x |
| 111 | Wavepocket ▶︎•၊||၊||။၊|။ Synth, drum kit, a 4-track tape loop, and FX app | Music | #13 | 93 | 1 | 7.5x |
| 112 | Lucid Train Build system design for new and existing codebase | Productivity | #11 | 103 | 1 | 7.4x |
| 113 | SnakeRank The leaderboard is a snake. Bid your way to the head. | Marketing | #18 | 82 | 0 | 6.7x |
| 114 | LoupeKit See what any page is built with and how much of it is AI | Browser Extensions | #17 | 98 | 1 | 6.5x |
| 115 | Treebar Treebar gives you one view of every active worktree | Productivity | #18 | 80 | 1 | 6.4x |
| 116 | Message Album Save one iMessage conversation as a private offline album | Mac | #26 | 70 | 1 | 6.4x |
| 117 | Postaway.space A little piece of the past, sent your way. | Travel | #16 | 93 | 1 | 6.3x |
| 118 | Fide Island Make your MacBook notch actually useful | Productivity | #16 | 92 | 1 | 6.1x |
| 119 | WorldMap.lol Put your startup on the map. Literally. | Analytics | #5 | 187 | 1 | 6.1x |
| 120 | Tiles Turning desktop chaos into curated spaces. | Productivity | #14 | 75 | 1 | 6.1x |
| 121 | Cursor Craft v2 Custom Mac cursors, rebuilt for v2 | Mac | #7 | 101 | 1 | 5.8x |
| 122 | RawToHEIC Convert RAW to HEIC inside Apple Photos | Photography | #11 | 80 | 1 | 5.8x |
| 123 | Sendra Design emails in Figma, export HTML that works everywhere | #17 | 102 | 1 | 5.8x | |
| 124 | Lubb A realistic heartbeat for falling asleep | iOS | #15 | 73 | 1 | 5.6x |
| 125 | Einfall Capture fugitive thoughts + route them to where they belong | Productivity | #13 | 76 | 1 | 5.4x |
| 126 | AureaCam Real-time scoring to master the rule of thirds | Design Tools | #17 | 83 | 1 | 5.2x |
| 127 | Any Command Turn your phone into a second screen and trackpad for PC | Android | #16 | 70 | 1 | 4.8x |
| 128 | Termy Learn languages from games, videos, and websites | Education | #8 | 119 | 1 | 4.7x |
| 129 | Yomi A little cat who loves being read to | Kids | #7 | 148 | 1 | 4.2x |
| 130 | Mossy A desk plant that wilts when you need a break | Mac | #9 | 94 | 1 | 4.0x |
| 131 | publicdesktop.lol Public computer of the internet | Design Tools | #6 | 102 | 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.