PHBench

Product Hunt launches most likely to raise Series A

Week of August 31, 2026 · Aug 31 to Sep 6, 2026

PHBench scored 95 featured Product Hunt launches from this week on their probability of raising a Series A within 18 months. The strongest signal was TrustedRouter at 59x 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.

95
Launches scored
10
Newsletter picks
59x
Top lift
#ProductCategoryDaily rankVotesMakersLift
1TrustedRouterSeed
Every model with a unified interface. Privacy with proof.
API#61441159x
2GPT-6 AstraSeries C+
OpenAI's most capable model for end-to-end work
Productivity#1396553x
3MonidPre-seed
OpenRouter for agent tools
API#1424451x
4EAS ObserveSeries B
Performance monitoring built for Expo and React Native
Open Source#7131650x
5NexSeed
Claude Cowork for high-volume GTM workflows
Sales#1327250x
6Radar by ParticleSeries A
The Podcast Search Engine
Developer Tools#9140749x
7Agent Builder by AirtopSeries A
Build agents that heal themselves.
Artificial Intelligence#23221447x
8Computable GPU Index (CGI)Seed
The first open-source price index for GPU compute
Open Source#2391245x
9Video Agent by FotorSeries B
Create and edit precision motion graphics & video with chat
Design Tools#1368444x
10Interactive Sessions
Drive the full SDLC with AI agents, step by step
Software Engineering#3265543x
11Google Gemini 3.8 Flash and CyberSeries C+
Next-gen Gemini for agents, reasoning, and cyber security
API#4232243x
12Creatium Coach
Your multimedia mentor that takes you from mid to great
Education#3297842x
13ARBR
Control Every AI Request
Open Source#1494541x
14BrandJet
Turn public buying signals into sales pipeline
Sales#2272341x
15UserlensSeed
AI agent to improve product adoption
SaaS#15109240x
16Higgsfield GenjutsuSeries B
Recast motion with your characters, locations & products
Artificial Intelligence#7140039x
17HydraDB OSSSeed
Now open source: the fastest, cheapest graph DB
Developer Tools#19941438x
18Claude Fable 5.1Series C+
Claude’s most advanced models for coding and knowledge work
Developer Tools#10134337x
19CleanShot 5.0 with Studio Mode
Mac-native app for screenshots, recordings and collaboration
Mac#4243236x
20RoundOS
Free Docsend alternative
Sales#8140236x
21OmiSeed
Ask your computer anything you saw or heard
Productivity#4256333x
22WeatherNext 3Public
Our most advanced and accurate global weather AI model
Weather#7123130x
23Atlas by World LabsSeries B
Turn text, pics, video, + 3D into camera-controlled HD video
Developer Tools#5214027x
24Articos
Launch with confidence, not gut instinct
Marketing#3355227x
25Basedash AI SourcesSeed
Trust every AI answer by seeing what built it
Data & Analytics#1795126x
26Sider Code
Reshape any website with plain words via Sider extension
Chrome Extensions#5212325x
27OpenClaw 2.0Series A
The AI that really does things
Messaging#7198125x
28Omarchy
The malleable OS for the age of agents
Linux#6128124x
29MagiCrew
Give everyone their own AI workforce in one platform
Productivity#3266124x
30Dial
Give your AI agent a real phone number in 10 seconds
Productivity#5205223x
31BobVault for BobCLI
CLI based Zero-Knowledge Architecture for code repositories
Software Engineering#2474223x
32Tovel AI
From conversation to action, in three steps
Productivity#2078223x
33Sourclip 2.0Series C+
The research workspace built around Gemini Notebook
Productivity#1397123x
34Keiki
Build one customer-facing AI agent and launch it everywhere
Messaging#1593022x
35Happy ShrimpPublic
Alibaba's AI music generator for turning ideas into songs
Music#1790021x
36Reflexio
Behavioral learning that makes AI agents better over time
SaaS#2274221x
37Stitch AI by Dynamic MockupsSeed
The first embroidery digitizing agent
Design Tools#12119620x
38Browzer
Put your technical content on autopilot
Marketing#2413220x
39Tabbit AI Public
The best AI browser built both for you and your Agents.
Productivity#6147220x
40Compliance by TwelveLabsSeries B
Video compliance review powered by rules you control
SaaS#3249519x
41Cosmic Agent Plugins
Connect Cosmic agents to any service with an MCP server
Productivity#1981118x
42deepeye by deepidvSeed
The deepfake detector that goes where you browse
Chrome Extensions#11120518x
43SnitchSeries C+
Your Slack org chart, built by everyone in it.
Slack#8111117x
44Inline
Multiplayer work with AI, teammates, and friends
Messaging#1199217x
45EP–2350 FX–MICSeries A
The programmable mic you can squeeze, shake & play
Music#6209017x
46Ponytail
Make new code the last resort
Artificial Intelligence#3210016x
47ThunderPhone
Platform for building reliable AI phone agents (from 2c/min)
Customer Communication#1495115x
48Naseem
A native AI agent that does real work on your Mac
Mac#2176115x
49dif.sh
Markdown feature flags your coding agent installs for you
Open Source#1344415x
50Onset MCP
Write and publish release notes from your AI assistant
SaaS#16104114x
51Parasocial
The podcast player for sharing.
Productivity#6206114x
52at8pm
Your honest journal
iOS#5129114x
53myAIcademy
Learn AI skills for your specific role and team
Android#2285413x
54Experiential LabsSeed
Open source AI gateway turning traffic into a better model
Analytics#6123213x
55FrameOS
Record your iOS & Android screen from your Mac.
Productivity#10135013x
56cmmnts
Add a powerful comment section to any website
Productivity#5154012x
57TouchySeed
An iOS assistant that understands the world around you
Productivity#13116312x
58Chalked for Mac
Your replies ready with your work's full context
Mac#1489112x
59HyperprobeSeed
Lets your AI agents debug production without redeploying
SaaS#4191111x
60Fillo
Build forms into your product with your coding agent
Productivity#1690011x
61TrackMCPSeries C+
Google Analytics for MCP Servers
Analytics#9103111x
62sidebranch
Easy git-based visual diffing
Productivity#10100111x
63Roadie
Keep your Mac on the right microphone and speakers
Mac#1895111x
64PorteSeed
Control your local Grok sessions from your phone
Open Source#2087110x
65Blume.codesSeed
Turns coding agent sessions into better rules and skills
Development#11104210x
66Doop
Design with AI agents - live on the same canvas
Design Tools#1411319.9x
67CodeLook
Quick Look code previews with 700+ editor themes
Mac#159219.7x
68GhostReply
AI auto-replier for iMessage on your Mac
Messaging#227519.6x
69Readr
A free reader that answers your questions and reads aloud
Open Source#1010519.4x
70StackScope
See what new sites are built with, the week they launch
API#1211719.4x
71Grove
One terminal for you and your AI agent
Productivity#139719.3x
72Orato
Practice speaking with AI.
Productivity#814218.8x
73Thaw
The only app that owns your whole menu bar, in and out
Mac#911228.6x
74Dynamic Edge
The Dynamic Island for Windows
Windows#217918.3x
75GitWarren
Review code with your coding agents before committing
Open Source#119018.3x
76Nodeterm
A node-based free open source terminal manager
Developer Tools#911118.3x
77WaseiGo
Learn the 1,000+ Japanese words that only look like English
Android#188518.2x
78BrickForgerAI
Turn any prompt into a brick set you can actually build
Artificial Intelligence#128818.2x
79Clockwork
The calendar where your AI agents show up for work
Productivity#139217.9x
80Offline JS Playground
Write, run, and test JavaScript snippets & JSON offline
Chrome Extensions#129717.9x
81Dyson CameraJet
Precision-floss between teeth while you brush
Health & Fitness#913917.6x
82Gauth AI CourseSeries C+
AI courses you can watch, quiz through, and create
Education#424817.5x
83Ask My Wardrobe
The complete digital wardrobe experience
Design Tools#523217.4x
84ChannelOS
Turn your local media library into cable-style TV
Windows#129817.3x
85Causal
AI Powered Canvas for planning visual projects
Design Tools#1210217.2x
86Tether
A ball for boring meetings to keep you busy
Mac#422416.7x
87nOS4
A complete IOS4 experience in your browser!
Web App#227616.0x
88Folio
A read-later app sending a typeset digest to your e-reader
eBook Reader#169115.9x
89CommuteBar
Live commute times in your menu bar
Mac#810615.6x
90Notchling
A little creature that lives in your MacBook notch
Mac#812115.6x
91BrandMyLaptop
Sell ad space on your laptop
Marketing#717515.6x
92Queuebrick
The Letterboxd alternative
Video Streaming#99915.4x
93PostBox
Stage and post designs from your mac
Design Tools#711214.7x
94Retold
Turn family voices into hand-drawn story films
Audio#109914.7x
95WebTerm Learn
Learn the terminal like a game — in a browser sandbox
Education#1113414.5x
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 2026-09-07. Archive of all weeks: phbench.com/predictions.