PHBench

Product Hunt launches most likely to raise Series A

Week of September 21, 2026 · Sep 21 to Sep 27, 2026

PHBench scored 183 featured Product Hunt launches from this week on their probability of raising a Series A within 18 months. The strongest signal was Floot MCP at 54x 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.

183
Launches scored
10
Newsletter picks
54x
Top lift
#ProductCategoryDaily rankVotesMakersLift
1Floot MCPSeries C+
Build and ship web and mobile apps inside Claude or ChatGPT
Developer Tools#2360454x
2Pulsetic RUM
Uptime monitoring that measures your real visitors
Analytics#10111552x
3Clueso MCPSeed
Create and edit videos by chatting
Artificial Intelligence#14841250x
4Alexandria by FirecrawlSeries C+
The knowledge library for superintelligence
Developer Tools#7126350x
5Bitrise Build HubSeries C+
GitHub Actions runners that build 2x faster for your agents
Developer Tools#71751148x
6SaiSeries A
The autonomous computer fleet at your command
Productivity#33991047x
7SolidSeed
Agents with their own computers, accounts, and budgets.
Productivity#1439244x
8JevSeed
Fast, structured AI decisions for software automation
API#2470344x
9WeWeb MCPSeed
Your AI agent builds the app. You stay in control.
Software Engineering#111051344x
10NOANSeed
The fact layer for your AI agents
API#3304643x
11Plane AgentsSeed
Assign work to AI agents, like any teammate
Productivity#8116639x
12Gradio WorkflowSeries C+
connect nodes to build AI pipelines, powered by Hugging Face
Productivity#1785438x
13Milliseconds.ai
Fast AI decisions on text and images, via one API
API#1489738x
14Claude Opus 5.5Series C+
Anthropic's first model in their new Claude 5.5 family
Developer Tools#3321037x
15PacttoSeed
The room where creative teams align and AI takes action
Meetings#4184336x
16Maximem Synap
The fastest, most accurate memory layer for AI agents
Developer Tools#9141336x
17Bleetz Network
AI agent-to-agent VC fundraising & scouting network
Venture Capital#2268136x
18AnomaloSeries B
Your data is always talking. Don't miss what it's saying.
Artificial Intelligence#3296335x
19Dub Program MarketplaceSeed
Browse and apply to the best SaaS affiliate programs
SaaS#9120535x
20Autonomous Product DeliverySeries C+
Discover, plan, build, ship, repeat. Product teams run it
Productivity#10133534x
21PixelCrew
Production-ready design from a crew of AI agents
Design Tools#7138534x
22PixVerse R2Series C+
A real-time world model you can explore and change
Developer Tools#1361532x
23AgentScore Seed
Daily score to see if your agent gets better
Open Source#5156332x
24Superset MobileSeed
Your coding agents, now in your pocket
iOS#1476431x
25Sell to StateSeries A
Search 3M government contracts in 64 countries
Sales#8117130x
26AI Creative Insights by DecodeSeries B
Predict which ad wins before you spend on media
Marketing#9109629x
27Blurt Series C+
Push-to-talk dictation on the AssemblyAI Dictation API
Productivity#2178529x
28WZRD
AI-native documents, slides, forms and sheets that talk back
Productivity#2315228x
29Google Flow for iOS & AndroidSeries C+
Google's AI creative studio now on mobile
Photo & Video#6176028x
30SereneDBPre-seed
Ultra-Fast Search & Analytics Database, Agentic AI ready
Open Source#4244227x
31Eclatira
Conversational Video Agent That Plugs Into Any Stack
API#2309526x
32Hola AI
An AI voicemail assistant that answers calls when you can’t.
Productivity#1593426x
33MiMo-V2.6Public
Open omnimodal intelligence, trained in public
Open Source#9113026x
342BA.AI
Stop waiting for tokens, and start shipping
API#3467325x
35CtrlOps 1.0
Your server. Audited, managed, and deployed with AI.
Linux#5281225x
36Opencontroller by lyzrSeries B
Govern All your agents with a unified control plane
Software Engineering#12110425x
37ArcjetSeries A
Secure the AI agents you're building at runtime
Developer Tools#4381325x
38Gemini 3.8 text-to-speech modelsSeries C+
Gemini 3.8 Flash TTS and Gemini 3.8 Flash-Lite TTS
API#14101125x
39Prowler CloudSeries A
Where your AI agent becomes a cloud security defender
Open Source#3665024x
40OneStream Live 2.0
Create, schedule, multistream & sell live on 45+ platforms
Productivity#3567424x
41Hyrax AI
The AI architect for your entire codebase
Developer Tools#5221524x
42Naise AIPre-seed
Autonomous marketing agents that actually execute
Social Media#2394224x
43minimi 2.0Pre-seed
AI cat that closes your open loops
Productivity#4299323x
44Freebuff AdsPre-seed
Advertise to 500k developers in our coding agent
Marketing#6150423x
45Opaline
PostHog for team Claude Code and Codex sessions.
Analytics#8145123x
46Scholé Learn by BuildingSeed
Learning should be more than "click next"
Productivity#1392723x
47Koreshield
Security and evidence for AI support agents
Developer Tools#1490422x
48ToneBirdSeries A
AI reply assistant that remembers your relationships
Productivity#6151522x
49Once UI 2.0
Builds consistent React apps for developers and AI agents
Open Source#1973220x
50BrevSeed
The AI coworker that drives action on your goals
Productivity#2378720x
51Jev State
Turn AI conversations into tests and runnable code
Open Source#1393120x
52ResumeContextSeed
Shared memory for coding agents.
Developer Tools#2674118x
53Quiver GTM
Run developer marketing like an engineering system
Marketing#3188118x
54Contextberg
Local AI agent memory served via MCP
Productivity#2970118x
55HireOtto
Run your performance marketing stack from AI
Analytics#3365118x
56GBrain
Garry Tan's AI memory, tools, & skills for any harness
Productivity#11118318x
57Plume
Import your old CV, get a polished ATS-ready one in minutes
Hiring#2177118x
58gg-friggin-ez
Fast & free profanity and toxicity screening via Jev & Laya
Open Source#1690117x
59Grok 4.7Public
SpaceXAI's most powerful model for coding and knowledge work
Android#1494517x
60Promptic
Optimize GenAI applications for quality and cost
SaaS#11107216x
61HemorySeries C+
Keep listening. Searchable memory for your AI agents.
Productivity#1349416x
62CCPublic
Shared agent that helps keep your family in sync
Productivity#7118115x
63Basedash MCP writeSeed
Build charts and dashboards from Cursor and Claude
Developer Tools#1578115x
64thestory.run
A writing coach for corporate influencers.
Writing#5182215x
65Hookest
Your swipe file for viral video hooks
Social Media#6227215x
6610xJoy
Discover desired outcomes + connect w/ builders who can help
Productivity#4158214x
67GooglebookSeries C+
The laptop your Android phone has been waiting for
Android#1399113x
68Wand
Build software at the speed of thought
Productivity#7119413x
69SocialGPTSeed
Edit videos by chatting with your timeline
Social Media#9102313x
70Polyglot
Create and translate subtitles entirely on your Mac
Mac#5958113x
71Subscrr
Build a financial plan and ask what to cancel
Productivity#2172113x
72LaterOn v2: The agentic email plaftform
Describe an email job once. Get sh*t done.
Email#4461113x
73Aks.ai
Your personal companion for guided self-reflection.
Android#3564112x
74AppGrowthKit
Automate your App Store Screenshots and print money...
Design Tools#2077112x
75Harness Manager
Your AI coding stack manager, all in one place
Productivity#1780112x
76Fivemetrics
Understand cloud and AI spend, then investigate what changed
Analytics#3963112x
77Designeer
Bringing the best of the internet together
Design Tools#6140112x
78PewCB
Vibe-routing is coming. Desktop PCB Factory is here.
Prototyping#3367311x
79IntellAgents.io
One AI agent for every call, chat, and DM
Messaging#1684211x
80JevForAgentsSeed
Explore real Jev agent builds, demos, and patterns
Developer Tools#5559111x
81Lead SparkerSeed
Turn any brand URL into a ready-to-send insight deck
Productivity#2276311x
82Hyperdream
The Cursor of AI filmmaking
Artificial Intelligence#2368111x
83FezSeed
AI agents that work as a team and make decisions together
Mac#2079111x
84Linguo Translate
Offline & AI Translation for macOS
Productivity#1584111x
85Speechka
Real-time voice translation that sounds like you
Languages#1293111x
86AgreeGuardSeed
AI reads the fine print before you click "I Agree"
Chrome Extensions#2468211x
87Relium
Catch risky dbt changes before they break business metrics
SaaS#6756111x
88slop-graderSeed
Jev-AI CLI tool that evaluates text against custom rulesets
Writing#1588110x
89VideoFlow Studio
Type your startup URL and get a premium video trailer
Marketing#2574110x
90GitHub statistics · Velocity RadarSeries C+
Real GitHub momentum, including private repos & AI agents
Productivity#6058110x
91Evvery
Everyday AI meant for everyone.
Productivity#366419.9x
92WapiSenderSeries C+
Powerful WhatsApp automations with AI, visual flows and MCP
Messaging#256819.8x
93Clueprint
See what your agents left running on your Mac
Developer Tools#316819.8x
94FLYBOX
Explore a fruit-fly connectome inside a living sandbox
Open Source#655719.7x
95QuietGlass
Screen privacy for your Mac, with or without AirPods
Open Source#198219.5x
96NexusAXI
Research, plan, create, and automate recurring work
Productivity#625819.4x
97MIDIpad
Your gamepad is a musical instrument
Music#575919.4x
98Kaiku
The task tracker your AI agents already know how to use
Task Management#167819.3x
99Cronhq
Cron jobs that actually run
Open Source#129319.3x
100Valori
The deterministic memory layer for AI
Developer Tools#396419.2x
101CrbonFree
Audit-grade carbon numbers for every AI token you use
SaaS#466019.2x
102jev-seoSeed
Free Rust CLI SEO/GEO auditor, no subscription needed
Software Engineering#1111319.2x
103NotchPop
The Dynamic Island your MacBook notch was missing
Mac#1310719.2x
104Supacut
Quickly turn interview footage into a rough cut
Productivity#188119.1x
105MakerMap
A living map of makers and what they’re building
Social Network#418419.0x
106Meta VR GlassesPublic
A Cinema, Courtside Seat, and Workspace in Just 100 Grams
Virtual Reality#216908.9x
107KairnSeed
Turn any recorded convo into actionables and follow ups
iOS#226918.8x
108Shootsolo 2.0
Voice-controlled camera + teleprompter for solo creators
Android#287118.8x
109WebDecoy for VercelSeries C+
Know which crawlers hit your Vercel app, and which are fake
Analytics#266718.8x
110Stimly
Real-time caffeine metabolism curve and bedtime estimate
iOS#505918.8x
111Xem
Open-source email marketing with managed SMTP
Newsletters#307018.7x
112Reeno
AI calls you randomly to practice speaking a new language
iOS#406218.6x
113TurfsSeries A
Keep content across your Mac organized in defined areas
Productivity#1010018.5x
114Fit Receipt
A private fitting agent that knows when to call JEV
Productivity#187228.4x
115TourKit
Lightweight product tours with a hosted dashboard
Productivity#585918.4x
116Jev Wrapped
See how much of a Telegram channel is ads and clickbait
Telegram#386418.4x
117Cutsio
One video asset library shared with your whole team
Storage#525918.4x
118Robot Voice Bridge
Run ElevenLabs like a voiceover session, right on your Mac
Mac#376518.3x
119SecAIQ Watch
What are your AI tools really doing on your machine?
Open Source#257018.3x
120Refoid
Automate App Store refund responses and track every outcome
Productivity#266818.2x
121Diurnal
The fastest way to get a thought out of your head
Productivity#227818.1x
122Howseen AI
Track how AI recommends your brand, and get cited
Marketing#812318.1x
123NiubiGEO
Open-source AI visibility. Human-powered growth.
Open Source#237418.1x
124Pair2FA
Secure 2FA sharing for teams
Productivity#306528.0x
125Parall
Run multiple instances of the same app on your Mac
Mac#187918.0x
126UIDCaption
Automatic and animated captions, completely offline
Artificial Intelligence#615818.0x
127Fulvid
A standalone desktop editor for Markdown and MDX
Open Source#178617.8x
128GoodSocials
AI social media manager for LinkedIn. Only authentic content
Artificial Intelligence#613017.8x
129Storytailor®Seed
A personal world built around your child’s imagination
Kids#159227.8x
130DemoScreen
Turn product screenshots into a narrated demo video
Marketing#376307.8x
131Walkie
Dictation + meetings + read aloud in one app on-device
SaaS#247617.7x
132World Signal
See where the world is behaving abnormally.
Analytics#665617.7x
133FeedsBar
A quiet, continuous news/media ticker for your Mac desktop
Mac#277317.7x
134Donna
Schedule multiple meetings with one link
Productivity#138327.7x
135Flicka
Launch-ready product demos, from a Chrome extension
Chrome Extensions#119417.6x
13614 gentle mornings by Small WInsSeries C+
Audio first physiotherapy delivered via WhatsApp
Health & Fitness#406217.5x
137Markly
A calm, native Markdown editor for your folders
Mac#426217.5x
138OmniNotch
The notch that does it all!
Mac#296617.4x
139Pinky Promise
A reminder for the promises you make with friends
Productivity#535917.3x
140Edyt
AI for text you can't even select. Any app on Mac & Windows
Productivity#188317.3x
141Dictoterix
Language learning service built around the dichotic method
Web App#476017.3x
142RemoteConsole
Reach your home or work terminal when agents can't or won't
Android#545917.3x
143shadow-planner
AI-assisted gantt project planning that runs on your machine
Productivity#456117.2x
144ForkestSeries C+
Turn your GitHub contributions into a pixel-art garden
Art#486017.1x
145FRCTL
Mind-Bending Media and Live Visuals
Design Tools#207017.0x
146DokBot
Turn your docs into a support chatbot for your website
Customer Communication#316516.9x
147Pastely
Clipboard that adapts to wherever you paste it
Mac#416216.9x
148InfraGrid3D
Full Civil Engineering design in the Web Browser LOD 400+
Modeling#276616.9x
149Tellwe
Your coffee cup tells its story.
Coffee#326516.9x
150Paragraph Notes
A private Markdown notes app for Mac
Mac#514816.9x
151RankControlSeries C+
Get Cited by ChatGPT & Ranked on Google
Marketing#1011816.9x
152layernoteSeries C+
Visual feedback on websites, Figma files, PDFs and images
Design Tools#416216.7x
153JevtownSeed
10,000 AI readers react to your post before you publish it
Writing#168716.7x
154SOUND
Give every Mac app its own EQ, volume, and speaker.
Mac#1110116.6x
155ShroomPen
Reply, rewrite, fix grammar, translate with single extension
Productivity#1010116.6x
156Token Forecaster
Forecast how long an LLM reply will run, before Enter
Open Source#346516.5x
157Decktly
Edit HTML presentations like PowerPoint
Design Tools#645616.4x
158ReallyFree
See what's really 'free' before you click
Browser Extensions#326716.4x
159CodeSpotlight
Make your code impossible to miss.
Productivity#168016.3x
160ChoreDivider
Split chores by what each of you actually minds doing
iOS#207506.2x
161KeetSeed
Video Courses on Anything
Education#1210026.2x
162Jango
Test multi-user apps with AI agents that act like real users
Developer Tools#128416.2x
163Split
Resize connected Mac windows together, with live content
Mac#635716.2x
164FinalFrame
AI photo critique: what to fix next and when to stop editing
Photography#515916.1x
165Osmotic
Download your DJI Osmo footage to your Mac over Wi-Fi
Mac#276716.1x
166OmniDICOM
DICOM viewing and metadata editing on Mac and Windows
Windows#247316.1x
167COOLDOWN
A little pause before your next impulse purchase
iOS#565916.1x
168KelamSeed
Let your agent make the calls you don't want to
Developer Tools#286616.0x
169Kapshot
Screen recordings that look like you edited them
Productivity#177616.0x
170DEV·TVSeries C+
A retro TV for GitHub, HN, Hugging Face & more: 10 channels
Open Source#515015.9x
171Memoire
Where thoughts become manuscripts without friction.
Writing#496015.8x
172Simha Digital
SEO workspace that tells you what to fix with a plan
Web App#197915.8x
173Lightmeter
Film Camera designed for everyday moments
iOS#812415.8x
174Lisen
Free Read Aloud with Cartesia Voices
Chrome Extensions#1010615.8x
175LockLines
Design Mac lock screen messages that fit
Mac#197515.6x
176PostSider
Social media scheduling platform for humans and agents
Social Media#139015.6x
177Perfect Slice
You have one cut to get a perfect slice
Free Games#436115.6x
178Fewer
The launcher that counts how often you pick up your phone
Android#712115.3x
179Squints
Design tools for the live web
Design Tools#148015.2x
180Kliva
Trail race plans that sync to your Garmin
Health & Fitness#376315.1x
181Psst
A shared shopping list that remembers what things cost
Android#810804.8x
182Chit
A printed receipt of your day in Claude Code
Mac#320814.7x
183Kleanly
One tap in the notch locks your keyboard and trackpad
Mac#910814.5x
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 2026-09-28. Archive of all weeks: phbench.com/predictions.