PHBench

Product Hunt launches most likely to raise Series A

Week of May 18, 2026 · May 18 to May 24, 2026

PHBench scored 100 featured Product Hunt launches from this week on their probability of raising a Series A within 18 months. The strongest signal was Composer 2.5 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.

100
Launches scored
10
Newsletter picks
56x
Top lift
#ProductCategoryDaily rankVotesMakersLift
1Composer 2.5Funded
Cursor’s most powerful model yet
Artificial Intelligence#33611156x
2WeWeb 3.0
Vibe-code apps with the safety net of a no-code editor
Website Builder#32731851x
3Mixpanel Headless
Programmatic access to product analytics for agents and devs
Analytics#8130550x
4Google Antigravity 2.0
Orchestrate multi-agent workflows from a desktop app
Task Management#4265048x
5Supercut for Agents
Permission-aware AI access to recordings and metadata
Productivity#7147546x
6Google Antigravity CLISeries C+
Run coding agents directly from your terminal
Developer Tools#2228346x
7Basedash Skills
Reusable AI instructions for every Basedash surface.
Artificial Intelligence#1897343x
8Tycoon AI
Run one-person companies entirely with AI agents
Marketing#1446342x
9Drizz
Mobile tests that write, run, and fix themselves
Developer Tools#2390841x
10Papr Graph
Upgrade to graph-native vector embeddings
API#1894341x
11Manus Scheduled Tasks 2.0
Run recurring Manus work inside the same task context
Productivity#9140040x
12Krea 2
An image model built for style control and moodboards
Photography#10111438x
13WarmIntro
Free tool to find your warmest path into any company
Sales#5213336x
14TestSprite 3.0
Let a fleet of parallel agents test your app in minutes
Developer Tools#1416534x
15CtrlOps
Deploy, Debug & Manage Linux Servers with AI.
Linux#5226334x
16Chert
Build AI agents that text customers in iMessage
Messaging#7176233x
17Voker
The Agent Analytics Platform for AI Product Teams
Analytics#9147233x
18Vivaldi 8.0
New unified look for full customization
Productivity#7142331x
19imgproxy v4
A fast and secure self-hosted image processing server
Software Engineering#11139331x
20PollyReach
Give your agent a real number and voice to make calls.
Productivity#1495431x
21Tacet
The brain monitor for cognitive health scores
Android#10116931x
22SuprSend AI
AI-first platform for multi-channel notifications
SaaS#10116231x
23Command A+Series C+
Cohere’s open enterprise workhorse
Open Source#6114027x
24Cosmic Insights
Cookieless web analytics built into your CMS
Analytics#2776027x
25Mantle Chat
Collaboration platform where teams work with AI together
Productivity#4319326x
26CatchAll by NewsCatcher
Build any dataset from the web. Filtered to your criteria.
Developer Tools#12110225x
27InstaVM
Instant computers for AI agents
API#1797124x
28Ente Locker
Shared vault for your most important documents
Storage#1599323x
29MotionFunded
A video agent for tasteful motion design
Artificial Intelligence#6182423x
30Starchild-1 by OdysseyFunded
The first real-time multimodal world model
Robots#14101121x
31WordPress 7.0
Introducing AI tools, new admin experience & design controls
WordPress#4234121x
32Visual Usability Checker
Validate your design decisions instantly with AI insights
Design Tools#9129321x
33Auto Posts
Schedule social post, Telegram messages + more
Social Media#6170620x
34DecisionBox for Databricks
Connect DecisionBox to your Databricks to validate findings
Open Source#2276420x
35AlliHat
Claude AI in your Safari sidebar
Browser Extensions#1698120x
36AGG Identify
A lightweight, secure streamlined OIDC and OAuth2 provider
SaaS#2672119x
37Agora-1 by Odyssey
A multi-agent world model you can play
Artificial Intelligence#2582119x
38Trainer
Train AI agents by recording your screen
Developer Tools#2088119x
39VWFNDR™ + MBL
Take raw photos with proof they're real, not AI
Android#2385218x
40Haystack
Review the pull requests that actually need human attention
Developer Tools#12118117x
41Cleo
The AI PM that runs your team
Productivity#2345217x
42ShioriCode
Open-source alternative to Codex & Claude Code
Open Source#13113117x
43SignalLEMO - Ai Outreach Made Simple
AI-powered lead outreach for field service contractors
Productivity#1382117x
44Emdash
One app. Every coding agent. Open-source.
Productivity#3363216x
45Thinnest AI
Build Voice AI Agents in 100+ languages for ₹1.5/min
SaaS#1990116x
46LayerProof Kraft
Co-write insightful long form content
Design Tools#1691715x
47Insights by Omnia
Step-by-step action plans to improve your AI visibility.
Marketing#10146415x
48Shroomie
AI-powered news made fun and habit-forming
Productivity#1984314x
49Skilled
Dashboard to find agent skills you no longer need
Developer Tools#2275114x
50General Compute
AI models that run on an inference cloud optimized for speed
API#3302114x
51Memdex
Turn every AI conversation into reusable local memory
Productivity#1232114x
52AutoSubtitles 2.0
AI subtitles & animated captions with faster editing
Productivity#1994113x
53CaseGap AI
Find law firm revenue leaks, then fix them
Legal#2187112x
54Nugget AI
Turn customer interviews into your product roadmap
SaaS#9141112x
55Glia
Local-first AI memory bridge between browser chats and IDEs
Productivity#12102112x
56HelioPeak
Solar monitoring for pvoutput on every Apple device.
iOS#2573112x
57Viberia
Command AI agents like you're playing Civilization
Productivity#10137112x
58calog.cc
Chat-based calorie tracker that actually knows desi food
Health & Fitness#2287112x
59Faby
Your virtual coworker with its own computer living in Slack
Slack#2080212x
60Forsy
Capture and sell your AI agent workflow data
Artificial Intelligence#7107112x
61Tophat by Shopify
Test mobile CI builds on any device without building locally
Open Source#1786011x
62iPromise
Bring "Body Doubling" to your Mac notch
Mac#5209211x
63Insta360 Mic Pro
Pro audio with a customizable color E-Ink face
Hardware#1490011x
64Our Stories
A storytelling tool for raising bilingual kids
Kids#1889211x
65Type Switch 3.0 for macOS
Instant language switching for multilingual Mac users
Mac#2178110x
66Monocle 3.5 for macOS
Noise-cancelling for your  screen
Productivity#8154110x
67Slideshot
Product demo videos, recorded by your AI agent
Productivity#619619.5x
68Multi-Claude
Run multiple Claude accounts side by side on your Mac
Mac#198219.2x
69Novi Notes 1.1
A local AI memory layer for your Mac
Mac#1410019.0x
70DCP
Give your AI agents encrypted permission and keys
Developer Tools#1510318.9x
71JAMtime.ai
Just tell your guitar pedal how to sound
Artificial Intelligence#169318.8x
72Area Contrast Checker
Drag, Select, Know. A new way to check A11y contrast
Chrome Extensions#128118.7x
73CLI Market
3,760 retailers, one API for AI agents
Open Source#297418.6x
74Contextberg
Turn your work into AI agent memory, served over MCP
Productivity#159518.1x
75whosthere
Local Area Network discovery tool with an interactive TUI
Open Source#217918.1x
76buildpipe
Compose, run and automate multi step AI developer workflows
Developer Tools#1111218.1x
77Nota: AI Notes & Voice
Turn voice, scans, sketches, and text into notes with AI
Notes#237717.8x
78motionvid.ai
Your AI Motion & Video Editor
Marketing#1410227.4x
79Vibedock
Toggle Claude Code MCP servers from your menu bar
Mac#89517.3x
80Invenio
Local AI search for Mac video & photo libraries
Privacy#237417.2x
81AutoShelf
Auto-organize files on your Mac
Mac#179616.9x
82Chromtuner
A chromatic tuner for macOS. ±1¢ accuracy
Music#178316.9x
83Zero Assist
Real-time AI cheating detection for technical interviews
Hiring#1310916.7x
84Hanami
A daily meditation with Japanese art
iOS#169616.6x
85Framed
Turn screenshots, videos, and code into polished visuals
Design Tools#1111016.6x
86Shuffle Design CLI
Multi-AI CLI for building and redesigning websites
Design Tools#179216.5x
87Finderlock
Lock Mac files in Finder with Touch ID & AES-256
Mac#147716.5x
88Lyricly
Live lyrics in your dynamic Notch & floating on your desktop
Mac#287516.4x
89RetroMac
Turn your Mac into a time machine.
Mac#416416.3x
90Smart Miles
Automatic trip tracking for tax-ready exports
Android#247416.3x
91Moody
Your Mac wallpaper that listens to your music & weather
Mac#811815.7x
92Spantop
Turn any Mac into a real second monitor
Mac#99315.5x
93LearnHouse
The modern way to teach what you build
Open Source#159915.4x
94Tether
The presence who comes to life in your messages
Messaging#207915.1x
95Bulkmark
Transform your Twitter/X Bookmarks into real knowledge
Productivity#514815.1x
96Vocabi
Translate, save & memorize words while you read
Chrome Extensions#248315.0x
97Coca 2.0
Keep Your Mac and Apps Awake!
Mac#118614.7x
98Buggyverse
Study with strangers online, high-accountability focus rooms
Productivity#268114.7x
99Kosshi
Simple, fast outliner for Mac and iPhone.
Mac#109114.5x
100note.md
Local-first markdown based workspace for research writings
Writing#321313.9x
Lift is the model's Series A probability divided by the 0.78% base rate. Stage badges show the company's latest known round at scoring time.

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.

Scored 2026-05-25. Archive of all weeks: phbench.com/predictions.
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