PHBench

Product Hunt launches most likely to raise Series A

Week of October 5, 2026 · Oct 5 to Oct 11, 2026

PHBench scored 224 featured Product Hunt launches from this week on their probability of raising a Series A within 18 months. The strongest signal was Supademo AI Demo 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.

224
Launches scored
10
Newsletter picks
55x
Top lift
#ProductCategoryDaily rankVotesMakersLift
1Supademo AI Demo AgentSeed
Agentic demos like your best salesperson, without the salary
Sales#8166755x
2Web Search APIPublic
Give AI Agents Access to Live Internet Data
API#6168354x
3Cekura BenchSeed
Speech-to-speech model benchmarks on live phone calls
SaaS#41571552x
4Mistral Large 4Series C+
Mistral's 1T parameter open weight frontier model
Open Source#7180350x
5Fuse AISeed
Build a Custom GTM Stack. One SDK. One MCP.
Sales#4299849x
6KloudMate 2.0Seed
AI-powered Full-Stack Observability & Agentic SRE-Ops
Software Engineering#61221047x
7Figma AgentSeries C+
Prompt, edit and prototype without leaving the canvas
Design Tools#6193247x
8Invofox Self ServeSeries A
99% accurate document extraction, SLA guaranteed
API#3335444x
9Willow Knowledge
Your AI already knows you. Now Willow can too.
Productivity#7140643x
10Pegasus 1.6 by TwelveLabsSeries B
Transforms egocentric video into robot training data
Robots#52713642x
11Claude Haiku 5.5Series C+
Anthropic's fastest and most capable Haiku yet
Developer Tools#3310041x
12HyperFrames Studio (Desktop)Series A
The First Video Editor built for Agents
Open Source#7157441x
13Claude Dashboards & MotionSeries C+
Ask Claude for live dashboards and animated explainers
Analytics#3237539x
14Nano Banana 2.1Series C+
Google's image model with sharper design and mask editing
Design Tools#11123238x
15FastRouter.aiSeed
Route requests to the right LLM for cost, latency & quality
API#2344338x
16Gemini Agent for Google CloudSeries C+
The work agent that runs on both Gemini and Claude
Productivity#6150037x
17Polylane for VercelSeries C+
An AI on-call engineer for your Vercel apps
Developer Tools#8115536x
18AUDR by ChargebeeSeries C+
Open standard for tracking agent run costs
Open Source#3319636x
19ReSO AI
Get discovered & recommended when customers ask AI
SEO#2435535x
20Rill Browser
The browser where Claude Code and Codex work beside you
Developer Tools#1408235x
21IrisGo for SolopreneursSeed
AI workflow automation: show it once, let it run
Task Management#1510533x
22Introducing Video Editor in Manus 2.0Series B
Anyone Can Now Make A Video Worth Posting
Developer Tools#13117133x
23Together LinkSeries C+
Use open models in your harness
Open Source#4184032x
24ruOSSeed
A cloud desktop where AI agents do the work for you
Productivity#12100531x
25Ana by VerticeSeries C+
The AI negotiation agent for software purchases
Fintech#2086531x
26GenPage 3.0
Build, personalize, and optimize landing pages with AI
Sales#2497230x
27AgentSDR
Open-source AI SDR
Sales#8105230x
28DevAlly AI AgentPre-seed
User journeys captured with natural language
SaaS#1792730x
29Zernio
Marketing infrastructure for products and agents
API#2321929x
30Plugins RadarSeries C+
Search rankings and competitor alerts for ChatGPT plugins
Analytics#2376328x
31Microsoft-Decision-1Series C+
Microsoft’s decision model for agents and workflows
Artificial Intelligence#4168027x
32OpenSwarmSeed
A swarm of agents, in the same place you work
Task Management#1358327x
33Databench by AlkeraSeed
Open-source collaborative agentic workspace for data teams
Open Source#4288327x
34Velozity
The Multiplayer AI Office where your team and agents work.
Productivity#3429226x
35Pine ComputerSeries A
A cloud computer built for AI to get jobs done
API#1295326x
36IncrediblePre-seed
Vibe computing. Control your computer with your voice.
Productivity#5273626x
37OpenBotSeries A
Grok Bot alternative: free, local, open-source, multiplayer
Productivity#2338224x
38Odyssey 3Series B
A world model that simulates physics in real time
Artificial Intelligence#5158023x
39aegisSeed
Smart personal safety app connected to 24/7 dispatch
Health & Fitness#4264121x
40Spira Maxima
Video model that turns script into viral social media videos
Social Media#1424621x
41Playground by Google LabsSeries C+
Create, play, and share your own games with Google AI
Artificial Intelligence#3218020x
42Sorted
Your private AI file organizer for Mac
Mac#3169120x
43Basedash MobileSeed
Ask your data out loud, right from your Home Screen.
Artificial Intelligence#2773119x
44Pilot5 Legal
Five AI models challenge every legal answer
Productivity#1884219x
45API Claws by BudaSeries C+
Build self-improving agent harness with one API
API#1281418x
46Claude for Google WorkspaceSeries C+
Bring Claude directly into Google Docs, Sheets & Slides
Writing#7119018x
47Cosmic AI Support AgentSeed
An AI support agent that stays in sync with your site
Customer Communication#1888118x
48Semwright
Give AI agents structured access to real software
Open Source#2968118x
49DailyHelm
Turn analytics into daily revenue-boosting fixes
Analytics#5218117x
50NOVA CLI v1.0
AI developer in your terminal
Productivity#9105417x
51Oogwai BeaconSeed
Answer Engine Optimization Audit
Marketing#1492917x
52Amazon Alexa TabletsSeries C+
Full Google Play, Alexa+ and a Kindle reading mode
eBook Reader#1588117x
53Liquid InferenceSeries A
LLM router where providers compete for every prompt
API#1483117x
54CodeCrab
100% local-first AI pull request reviewer
Software Engineering#1790116x
55Strac ComplySeed
Get SOC 2 without the sales call
Developer Tools#3168216x
56RoolSeed
Your private AI machine. Files, ideas, AI in one workspace.
Productivity#9154316x
57Trophy MCP ServersSeed
Interact with Trophy from your favourite AI tools
API#3069216x
58CoddySeed
Learn to code 20+ languages in a fun way with short lessons
Android#8132316x
59Markdoc
A shared Markdown editor for people and their agents
Productivity#1189115x
60Banger
Win and keep customers with email automation your AI runs
Email#3170215x
61Simo
The judgment layer for software that acts
Developer Tools#3667115x
62Ranktune
Track AI visibility, citations, and referral traffic
Analytics#3071115x
63iphone-use
Let AI agents drive a real iPhone, even apps with no API
Developer Tools#11110015x
64Firefox 157
A brand new Firefox is here
Productivity#6141015x
65OnepinPre-seed
AI voiceover with every name, price and date said right
Developer Tools#1434115x
66Microsoft Surface Laptop UltraSeries C+
Run 120B AI models locally on Microsoft's new Surface
Hardware#3267014x
67Customer Service AI for Etsy
Answer Etsy buyer messages in seconds, always professional
Chrome Extensions#4062014x
68LuneSeed
The search engine built for scientific AI agents
Developer Tools#1082114x
69ParakeetAI 2.0
The ultimate way to prepare for your job interview
Hiring#14111214x
70SunSed
The first AI app builder with a language made for AI
Artificial Intelligence#4065114x
71crosswalk
A third place for people & their agents, starting with inbox
Social Network#1686114x
72Aster by AsterWiseSeed
Intelligent model routing for code, agents and workflows
Developer Tools#3565114x
73ProcBoss
Run, deploy, monitor, and manage your apps across servers
API#4165114x
74Clippo
Orchestrate AI agent teams on a visual canvas
Windows#1979114x
75Ari Helper 7
Private AI assistant, now with photo and film studios
Privacy#3963114x
76Dots UI
A React library for morphable particle interfaces
Design Tools#1195113x
77Pheebs
Measure how engineers and teams actually work with AI
Open Source#1595113x
78Moonwalkers DuskSeries A
Strap-on motorized wheels that let you walk twice as fast
Health & Fitness#3866013x
79judged.systems
The judgment API platform for support systems.
Developer Tools#2572113x
80OpenPilot
Open-source desktop AI agent for any model you choose
Open Source#1096113x
81Ambiguous WorkspaceSeed
18 productivity apps built for AI agents and humans
Productivity#2176413x
82Reactive Resume v6
A free and open-source resume builder
Design Tools#10103112x
83Proofsource
AI search visibility, with agents that fix the gaps
Marketing#12125212x
84StayCharted
Train AI on your own categories. Text and pictures. No code
Amazon#2872112x
85Floani
Create, animate, and share AI-powered diagrams
Design Tools#2772112x
86Viibeo
One prompt to a publish-ready faceless short
Social Media#2674112x
87Knuff App
Family check-in app to know your people are okay
Android#1693412x
88Cakie
Turn screen recordings into prompts for AI agents
Productivity#2969112x
89BotBus
Manage your local coding agents from your phone
Developer Tools#1681112x
90Kishi Notch
Your MacBook notch, brought to life
Mac#3270011x
91OrgComputers
Workspace for your AI Agents
Software Engineering#2971111x
92Busabase
The general system of record for AI agents
Productivity#1344311x
93Typeling
Translate in your iPhone keyboard. Keep your tone.
Productivity#3068111x
94OpenSEO
The open source Semrush alternative
Open Source#2332211x
95History Monk
Fast History Search, Export & Bulk Delete
Browser Extensions#1775010x
96Regunow
Turn regulatory research into actionable compliance audits
SaaS#3662110x
97Bentomux
A bento box for your terminal workspace.
Open Source#2175210x
98Walrus ConsoleSeries B
Store, Protect and Connect Your Data
Storage#2872110x
99KernelAI
Private, offline AI for iPhone and Android
Productivity#2371110x
100New Windows SearchPublic
Windows Search now takes action, not just finds files
Windows#167509.9x
101devpit
A native control room for your Claude Code agents
Open Source#811019.8x
102Reviu
The review app for code your agent writes
Developer Tools#207719.8x
103VocaScript
Transcribe hours-long recordings, reliable to the end
Artificial Intelligence#237519.7x
104Linda
Your local AI coworker for the Mac, like Dots but free!
Mac#247609.6x
105ImageFlow
Free Photoshop-grade image editor with AI features
Design Tools#346719.6x
106Brnch
Modern code hosting for the agent era
SaaS#218219.5x
107Aura by NeuralSeed
Turn requests into interactive interfaces on your screen
Design Tools#366619.5x
108Review
Code review on your own machine, with your own AI
Open Source#346919.5x
109Unscary AI
Short lessons help you stop feeling behind on AI.
iOS#198149.5x
110Refs
Give Claude better references for your videos
Developer Tools#910519.5x
111Notch Radio
Internet radio that lives in your MacBook's notch
Mac#257519.4x
112Side
A little AI chat panel that lives beside your Mac's Dock
Mac#227319.3x
113Skreno
Record, edit and share videos, all in your browser
Chrome Extensions#79219.3x
114tide
A Jitsi alternative that does a few things really well
Open Source#158229.3x
115EasyCut
Edit your Claude motion videos
Design Tools#208419.2x
116Marv
An AI cursor companion that shows you what to click
Productivity#159119.2x
117ej
An 11MB local model for typed decisions in one pass
Open Source#316219.2x
118Siteprint
Measure any website's design, then hand it to your AI
Design Tools#910619.1x
119HeyPi
Build and ship anything live, in-meetings
Design Tools#168419.1x
120Unprompt
Your AI usage in dollars and liters of water
Productivity#257519.0x
121Awakado
Keep your Mac awake while your AI agents work
Developer Tools#238018.9x
122Epilude Narrator
Listen to any article, doc or text on your Mac
Productivity#336728.8x
123Underplane
Spotting interception game
Free Games#306218.7x
124SineFrame M3
Test MCP servers and the agents that call them in pytest
Open Source#466228.7x
125Request Eagle
Fast and open-source Postman alternative
API#336718.7x
126NoteWorthy
Notes supercharged with AI, all on-device
iOS#1010918.7x
127Maildun for Mac
Design on-brand emails by hand, with AI, or over MCP
Design Tools#98918.6x
128AgentGuardSeries A
Scan AI agent Skills for risks before you install them
Developer Tools#286918.6x
129ClawCall
Your AI agent's phone to dial, hold, and reports back
Productivity#217408.6x
130Thalia
Plan, approve and review your Muse Code agent on Mac
Mac#376618.6x
131Reika
A coding agent CLI designed around small local models first
Open Source#317118.4x
132offstage
Your computer-use agent gets a Mac account, not your screen
Mac#188018.3x
133Chime
Private SMS categorization that never leaves your device
Android#346718.2x
134WabiPre-seed
A new kind of messenger that gets things done
Task Management#198618.2x
135DailyHub
A personal command center for projects, tasks, and habits.
Productivity#356718.2x
136PocketWebTools for Mac
Local AI chat, transcription and video tools in one Mac app
Mac#376118.2x
137HarkSeries A
The personal AI that handles life before you have to
Android#138508.1x
138iLand
Turn your Mac's notch into an everyday workspace
Mac#178318.0x
139Lofi Desk 2.0
A pixel-art focus companion and a room you decorate
Android#297217.9x
140DocoSeed
Good Company. Music that fits.
Productivity#149517.8x
141SpeechShieldSeries C+
Live interview & meeting copilot for Mac, from your resume
Mac#246917.7x
142Staffcoder
Build like a real engineer
Education#710957.6x
143Vresk
One AI workspace that offers the best open source models
Productivity#386527.6x
144Featherweight Dictation
Dictation that weighs nothing, for Mac and Windows
Productivity#416517.6x
145Xtracticle
Save X Articles and threads as PDF, Markdown or EPUB
Productivity#227117.6x
146GitGlow
Review your code and your agents' changes before you ship
Developer Tools#137817.5x
147mcpgawk
Catch MCP servers that change after you approved them
Developer Tools#247817.5x
148Takweem AI
The AI calendar that makes room for your most important work
Productivity#426317.5x
149Notchzy
Interactive dynamic island for windows
Productivity#356117.4x
150Simple Workout Log
The best minimalist workout tracker available
Health & Fitness#396517.4x
151Scumble
The open-source editor for AI inpainting
Design Tools#1310017.3x
152Tractionwave
AI attention heatmaps for ads to check before you spend
Design Tools#207717.3x
153Temp Mail
Disposable email + private forwarding to your real inbox
Android#218307.3x
154De Stash
See, search and clean up your Mac storage, 100% private
Mac#346517.3x
155iwant
Find available GPUs and host open models in one command
Open Source#247517.3x
156Hallmonitor
See and answer every coding agent from your notch
Open Source#326717.2x
157Leanback
Personal AI assistant for managing engineering teams
Slack#446317.2x
158Tonefold
Describe a song, get every part as editable MIDI
Music#247317.2x
159Buffer
Search everything you copy, even text inside screenshots
Mac#217217.2x
160Thravik
The native Mac browser that remembers
Mac#356317.2x
161Cinch – Reminders & TasksSeries C+
Clean, privacy-first task manager for Apple Reminders
iOS#436317.2x
162Drunken Penguins
Party card games on everyone's phone. No app.
Web App#356717.2x
163Appto
An iOS app factory that runs on your own AI subscription
Design Tools#228117.2x
164MeetNoteSeries C+
AI meeting notes for Google Meet, no bot joins your call
Chrome Extensions#337017.2x
165Voicera
Turn natural speech into polished text, perfected with AI
Productivity#257217.1x
166Pawse
A cute 3D pet that reminds you to drink water & take breaks
Health & Fitness#187517.1x
167OpenCharm
Open-source body for the AI agent you already run
Open Source#148917.0x
168VanoorSeries C+
Turn your Apple Watch into a serious running watch
Apple Watch#446217.0x
169FlowoPre-seed
ADHD day planner that re-plans when your day slips
Productivity#396526.9x
170BrightBean Studio
Open-source Buffer alternative for social media teams
Open Source#139326.9x
171Patchcord
Studio sound for your mic in every Mac meeting with EQ
Meetings#386416.9x
172Toolaby
Get paid for your Chrome extension, in two lines of code
Chrome Extensions#227116.8x
173Porch
local project summaries and cost tracking for AI coding
Productivity#286916.8x
174Comcent
AI-ready voice infrastructure on your own SIP trunk
Open Source#267116.8x
175Naarchy
A little island for everything on your Linux desktop
Linux#246816.7x
176Ghostifier
Companies have your data. Ghostifier gets them to delete it.
Email#910916.7x
177Haptiker
Volume, brightness and keyboard light on your trackpad edges
Mac#267316.7x
178Udon
Control deck for your Mac home server with AI sysadmin.
Mac#178116.7x
179StudyQuest
Turn your notes into games
Education#326916.7x
180Revela
A film camera for iPhone that makes you wait for the lab
iOS#406516.6x
181Chain ExchangePublic
Trade, bridge and move stablecoins across Arc
Crypto#256716.6x
182Isle Notch
Lowweight minimal dynamic island for Windows
Windows#276916.6x
183The Sentient World
A living world of AI characters. You can only watch.
Art#376416.6x
184Termaxa
See what an AI agent's command would destroy before it runs
Open Source#267116.6x
185GeckIt
Kanban board for your Claude Code chats
Task Management#198516.6x
186Postquel
Free native Postgres app for Mac with your own AI agents
Mac#336916.6x
187Ahem! Unmissable Meeting Reminders
Full screen reminders for ADHD, time-blind & focused brains
Productivity#376616.5x
188Isly
Your MacBook notch, brought to life.
Mac#346116.5x
189Lecta
Doomscroll your study material with short videos & games
iOS#366516.4x
190Museum of ModelsSeed
Every answer 371 AI models gave to the same questions
Artificial Intelligence#286316.4x
191Chunk
The time-blocking app for macOS
Mac#169416.4x
192tunnl.gg
Stable localhost URLs over SSH with no installs
Open Source#436416.3x
193Zavi
Lovable for growth
Android#227926.3x
194Tuck
A tidy menu bar for macOS 27
Mac#296316.3x
195Jarq
Translate, shorten, fix or rewrite any text near your cursor
Mac#129516.3x
196Rhem LabsPre-seed
Health assistant robots for your parents’
Health & Fitness#159916.3x
197MailwellSeries C+
Native Mac mail for IMAP, JMAP and Microsoft 365
Mac#237316.2x
198HypervibePre-seed
Run your AI coding agents on one infinite board
Mac#207416.2x
199Off the Record
Block AI from transcribing your meetings.
Privacy#128716.2x
200Albie
An AI tutor that teaches at a whiteboard, not a chat box
Parenting#307216.2x
201PixRater
Cull and rate your photos faster
Photography#356116.2x
202pmtui
Autopilot for long-running AI sessions in terminal
Productivity#456316.1x
203Redlamp
Native, open-source RAW Lightroom alternative editor for Mac
Open Source#188716.1x
204OpposableSeries C+
Computer use for phones to give your AI thumbs
Android#178116.0x
205Phonable
Missed calls, handled: callers get a text, you get the gist
iOS#207716.0x
206Assist
Invisible assistant, that lives in your MacBook’s notch
Productivity#277116.0x
207Paw-Paw
A tiny desktop pet for your Mac that types along with you
Mac#109015.9x
208Fluence
Listen to your documents. Nothing leaves your phone
Android#157515.9x
209AgentDock
Answer Claude Code & Codex from one Inbox, in any terminal
Mac#326215.7x
210Rune
Write it down on one Mac, find it on the other
Mac#227615.7x
211Murmur
A private voice-first notepad for your thoughts
Android#188015.7x
212Netra
A watchful notch with tools to keep you focused
Funny#237115.5x
213Rank KiwiSeries C+
Find top-performing content on Instagram & YouTube
Chrome Extensions#276315.4x
214Cue
Put your AirPods in, your Mac starts focusing
Mac#515215.4x
215Ownfeed
A social feed of people who need your product
Social Media#1013915.3x
216OpenVids
Open-source video editor you run by chatting with AI agents
Design Tools#119515.2x
217Baby Desk
Let your baby smash the keyboard and your work stays safe
Mac#197415.2x
218SkymirSeries C+
Google Drive sync for Linux
Linux#88915.2x
219Letra
Copy the text your Mac won’t let you select
Productivity#266515.1x
220TapNoise
A tiny desktop pet that reacts to every key you press
Mac#118015.1x
221put·here
A place to collect notes to organize them later
Mac#147615.1x
222CirclePanel
End to end User Research Platform
Design Tools#139415.0x
223AdsNotch
Turn your Mac’s screen into ad space and earn money
Marketing#336214.6x
224The Computer Game
Build the best computer, from stone tools to your own chips
Education#256613.9x
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 2026-10-12. Archive of all weeks: phbench.com/predictions.