Product Hunt launches most likely to raise Series A
PHBench scored 102 featured Product Hunt launches from this week on their probability of raising a Series A within 18 months. The strongest signal was Pitch Agent at 55x 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 | Pitch AgentSeries B On-brand presentations, generated in seconds | Design Tools | #3 | 297 | 9 | 55x |
| 2 | Buffer APISeries A One API to publish across every social platform. | API | #5 | 205 | 12 | 51x |
| 3 | MemoriSeed Persistent memory from agent trace, not just conversation | Open Source | #8 | 149 | 9 | 48x |
| 4 | Oasis Browser for MacSeed A privacy-first AI browser you can train anonymously | Productivity | #4 | 244 | 62 | 48x |
| 5 | Revolte AI for Software Engineering | Software Engineering | #4 | 257 | 5 | 47x |
| 6 | Parsewise APIPre-seed API for agentic multi-document processing | API | #11 | 117 | 4 | 46x |
| 7 | Bluedot 2.1Seed Record on Apple Watch. Sync with Claude | Android | #2 | 407 | 5 | 43x |
| 8 | Powabase Build AI apps with Postgres, RAG, and agents | Developer Tools | #1 | 421 | 4 | 41x |
| 9 | Parrot Speech-to-text APISeries A Fast, accurate STT for production-grade voice agents | API | #5 | 180 | 4 | 41x |
| 10 | Calling Skills for AI AgentsSeries A Add voice and video calling via your coding agent | Developer Tools | #10 | 110 | 4 | 39x |
| 11 | Basedash: Embedded AnalyticsSeed Give customers AI analytics inside your product. | Artificial Intelligence | #11 | 104 | 3 | 39x |
| 12 | Bond Outbound campaigns powered by real buying signals | Productivity | #2 | 391 | 3 | 39x |
| 13 | RezonantSeed Talk, spec, ship: get your product ideas into production | Productivity | #3 | 288 | 7 | 39x |
| 14 | zero.xyz Give your AI agent access to ~8k tools, APIs and services | Productivity | #3 | 279 | 7 | 38x |
| 15 | Angel Match 4.0 A database of 125K+ angels and VCs to raise your seed round | Productivity | #6 | 168 | 6 | 37x |
| 16 | InteguruSeed Generate fast, reliable APIs for any platform. No browsers | API | #7 | 165 | 2 | 34x |
| 17 | MCP Bridge by AppfactorSeed Connect any API to any AI agent | API | #6 | 197 | 4 | 34x |
| 18 | Willow ScribeSeed Tell Scribe what to say. It writes the rest. | Productivity | #7 | 142 | 5 | 34x |
| 19 | OctolaneSeed Self-driving AI CRM that you can talk to | Sales | #6 | 163 | 2 | 33x |
| 20 | Ava 2.0Series A Your AI BDR that runs outbound sales autonomously | Productivity | #1 | 346 | 2 | 33x |
| 21 | Linear DiffsSeries C+ A new way to review PRs, directly inside Linear | Productivity | #8 | 155 | 5 | 32x |
| 22 | KugelAudioSeed Real-time text-to-speech model you can self-host | API | #16 | 99 | 3 | 32x |
| 23 | ReplylessAI Sequences Outbound email sequences without the sales-tool bloat | #27 | 68 | 1 | 31x | |
| 24 | DNSimple CLI Manage Your DNS from the Command Line with DNSimple CLI | Developer Tools | #18 | 92 | 0 | 31x |
| 25 | SpotsNowSeed Track who's advertising across podcasts w/ campaign insights | Analytics | #2 | 485 | 7 | 31x |
| 26 | PancakeSeed OpenClaw in Slack that makes your company autonomous | Slack | #1 | 519 | 5 | 31x |
| 27 | Firecoach AI AI roleplays that turn reps into top performers | Sales | #5 | 216 | 3 | 30x |
| 28 | ParastorePre-seed Simulate real store with LLM-powered synthetic consumer | Open Source | #21 | 83 | 4 | 28x |
| 29 | Robinhood Agentic TradingPublic Let your agent trade | Fintech | #7 | 159 | 1 | 28x |
| 30 | Coworker AISeed More AI for less spend with context-aware model routing | Productivity | #5 | 210 | 4 | 28x |
| 31 | AVTR-1 Real-Time Open Weights ModelSeed Generating uncanny AI avatars is now open source | Video Streaming | #6 | 171 | 5 | 28x |
| 32 | DodoForm Turn talking, pics, or scribbles into clean, structured data | Analytics | #10 | 119 | 1 | 26x |
| 33 | SelectPrismSeries A Agents that screen and interview so you can hire faster | Hiring | #8 | 136 | 4 | 25x |
| 34 | Compartment Open-source runtime for internal team software | Open Source | #14 | 111 | 4 | 24x |
| 35 | Wingbits AISeries A AI agents for real-time aircraft monitoring and alerts | API | #2 | 224 | 10 | 24x |
| 36 | CircadiaOS Sleep optimization, minus the $3,000 mattress pod | Health & Fitness | #13 | 94 | 1 | 24x |
| 37 | Agent A by Ahrefs The AI Marketing Agent Powered by Ahrefs Data | Marketing | #4 | 229 | 2 | 24x |
| 38 | Wandesk Build Your Own AI Desktop | Productivity | #1 | 410 | 3 | 22x |
| 39 | ExtendSeries A Parse any PDF layout with SOTA accuracy for AI pipelines | API | #17 | 84 | 2 | 22x |
| 40 | AgenticCalling AI Give your AI the power to make phone calls | API | #29 | 67 | 1 | 21x |
| 41 | Kim Personal Health Assistant The intelligence layer for Apple Health | Health & Fitness | #17 | 97 | 2 | 20x |
| 42 | Brew Like Claude design for email marketing | Design Tools | #1 | 671 | 4 | 20x |
| 43 | blokdots 3.0 Prototype hardware visually, export real C++ for engineering | Design Tools | #19 | 91 | 3 | 20x |
| 44 | Chunk sidecarsSeries C+ Validate agent-generated code before it ever reaches CI | Open Source | #24 | 72 | 2 | 19x |
| 45 | Granite A vault for every document that matters | Productivity | #12 | 117 | 1 | 19x |
| 46 | marpy.io AI coding platform built specifically for the Python stack | Developer Tools | #14 | 105 | 1 | 19x |
| 47 | GPS Memory layer for LLMs that stores repo rules + past lessons | Developer Tools | #21 | 77 | 0 | 19x |
| 48 | Ferrari LucePublic The first electric Ferrari designed by LoveFrom | Cars | #9 | 131 | 1 | 19x |
| 49 | PromptLayerSeed Trace AI requests, workflows, and costs in one timeline | Developer Tools | #19 | 81 | 0 | 19x |
| 50 | Step 3.7 FlashSeries C+ Flash-speed agents model that can see and act | Open Source | #5 | 173 | 0 | 18x |
| 51 | NeuralAgent 2.5Seed Talk to your computer, it responds and gets things done. | Productivity | #20 | 92 | 1 | 17x |
| 52 | Ormedo Let AI agents handle your entire outbound pipeline | #17 | 91 | 1 | 17x | |
| 53 | Growati The autopilot for YouTube post-production | Productivity | #10 | 133 | 2 | 16x |
| 54 | MiniCPM5-1BSeries C+ A new SOTA for compact open models on the edge | Open Source | #16 | 95 | 0 | 16x |
| 55 | Phasr Run 100+ workflows simultaneously without losing context | Productivity | #16 | 84 | 1 | 16x |
| 56 | BankStatementLab Turn any bank statement PDF into Excel, CSV or JSON with AI | Fintech | #23 | 74 | 1 | 16x |
| 57 | LaunchOS Bring Back the Classic Launchpad Experience on macOS 26+ | Mac | #19 | 93 | 2 | 16x |
| 58 | Kept Your AI chats, saved as Markdown locally with no cloud | Mac | #13 | 104 | 3 | 15x |
| 59 | DraftedSeed Design a home instantly with AI | Design Tools | #20 | 80 | 1 | 15x |
| 60 | Openstatus MCP Health Checker Test MCP servers like a real AI client, not just a ping | Open Source | #4 | 192 | 1 | 15x |
| 61 | Archi-Flow Visualize cloud architecture with live traffic simulations | Design Tools | #18 | 82 | 1 | 15x |
| 62 | SoMerch Merch for distributed teams, handled end to end | Marketing | #11 | 122 | 2 | 14x |
| 63 | QuickSheet v1.2 Instantly create and edit spreadsheets from your menu bar | Productivity | #19 | 78 | 2 | 14x |
| 64 | Layers Create beautiful animated code snippet videos for free | Developer Tools | #8 | 113 | 1 | 12x |
| 65 | Hyper: Self-driving Company BrainSeed Turn your AI agents from interns to veterans | Productivity | #12 | 100 | 2 | 12x |
| 66 | HarborSeries A CLI + companion App to spin up complete local LLM stacks | Open Source | #30 | 67 | 1 | 12x |
| 67 | baz.studioPre-seed Skills library & video editor for AI Agents | Marketing | #14 | 96 | 2 | 12x |
| 68 | Pawse.ai An acoustic regulation system for dogs | iOS | #9 | 106 | 1 | 11x |
| 69 | GenGo Transform selected text anywhere on macOS | Mac | #26 | 70 | 0 | 11x |
| 70 | Hayley: Your Thinking Companion An insight, a pattern, one question worth sitting with. | Productivity | #23 | 84 | 1 | 11x |
| 71 | RabbitTravel Smart travel planning made effortless | Productivity | #18 | 83 | 1 | 11x |
| 72 | Crew44 Turn coding agents into specialist teams | Open Source | #18 | 97 | 2 | 10x |
| 73 | crunr Launch and run any compute job on AWS with 1 command | Developer Tools | #15 | 103 | 1 | 10x |
| 74 | Tesserac A spatial alternative to Cmd+Tab for macOS | Mac | #21 | 86 | 1 | 10x |
| 75 | LikePulse See exactly where YouTube audiences react — instantly | Chrome Extensions | #20 | 90 | 1 | 10.0x |
| 76 | Ajar Lid Angle Sync & Keep Awake for AI Agents on Mac | Mac | #22 | 87 | 1 | 9.6x |
| 77 | Vibeocus Lens Bridge your live frontend directly to your AI agent. | Chrome Extensions | #23 | 76 | 1 | 9.2x |
| 78 | Jott Capture quick written or voice notes from your Mac's notch | iOS | #22 | 73 | 1 | 8.8x |
| 79 | Clipline AI Video Cutter for viral Shorts, Reels, TikTok in Telegram | Productivity | #17 | 82 | 1 | 8.8x |
| 80 | Local Panel Local SSH server manager with no subscriptions or installs | PC | #20 | 79 | 1 | 8.6x |
| 81 | NODUS HN Radar Track rising Hacker News posts before they explode | Browser Extensions | #22 | 76 | 0 | 8.4x |
| 82 | Curlo Local AI search to find SFX and music by describing it | Productivity | #28 | 68 | 1 | 8.3x |
| 83 | MoDev The AI dev environment built for your phone. | Developer Tools | #15 | 93 | 1 | 8.3x |
| 84 | Screen Ruler The go-to ruler for designers and developers | Chrome Extensions | #10 | 108 | 1 | 8.1x |
| 85 | MacSIM by Studio Practice Preview any URL on every Mac screen at once | Design Tools | #27 | 68 | 0 | 8.0x |
| 86 | Marked 3 Preview and Publish your Markdown | Writing | #9 | 136 | 1 | 7.8x |
| 87 | NoteCove Notes, tasks, and AI — offline-first, no SaaS bill. | Mac | #24 | 83 | 1 | 7.7x |
| 88 | Exstats Track your browser extensions and competitors in one place | Browser Extensions | #3 | 202 | 1 | 7.5x |
| 89 | QuakPit Meeting reminders that actually make you smile. | Mac | #4 | 217 | 1 | 7.5x |
| 90 | Trace No-frills offline meeting transcripts with context | Notes | #25 | 82 | 1 | 7.1x |
| 91 | AI Shadowing Turn any YouTube video into a language shadowing lesson | Languages | #26 | 76 | 1 | 7.0x |
| 92 | BaseBuddy Turn your Supabase database into a WordPress-like editor | Open Source | #12 | 99 | 1 | 7.0x |
| 93 | Aviquill A calm canvas for visual thinkers with messy minds | Productivity | #25 | 72 | 1 | 7.0x |
| 94 | AccountyCat A focus companion that actually gets context | Productivity | #13 | 111 | 1 | 6.9x |
| 95 | Mojito Type to search for any emoji, symbol, or gif in seconds | Emoji | #7 | 148 | 1 | 6.8x |
| 96 | SinalyticaSeries B Travel back to 1998 and use Lovable on Windows 98 | Retro Games | #9 | 133 | 1 | 6.7x |
| 97 | LangPanda Learn languages from watching your favorite shows | Android | #12 | 113 | 1 | 6.5x |
| 98 | TrackNotch LLM usage tracking that lives in your Mac's notch | Mac | #16 | 86 | 1 | 5.3x |
| 99 | Stage Screen recording for demos, bugs, and updates | Productivity | #15 | 114 | 1 | 5.3x |
| 100 | Notchy Mac dynamic island with music, timers, clipboard, file drops | Productivity | #14 | 94 | 1 | 4.9x |
| 101 | Sublern Translate any word in video subtitles with one hover | Chrome Extensions | #22 | 76 | 1 | 4.4x |
| 102 | Coffee Piano Browser music and piano studio with visual harmony tools | Music | #13 | 96 | 1 | 4.3x |
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.