PHBench

Product Hunt launches most likely to raise Series A

Week of August 3, 2026 · Aug 3 to Aug 9, 2026

PHBench scored 111 featured Product Hunt launches from this week on their probability of raising a Series A within 18 months. The strongest signal was Wispr Flow Notetaker at 62x 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.

111
Launches scored
10
Newsletter picks
62x
Top lift
#ProductCategoryDaily rankVotesMakersLift
1Wispr Flow NotetakerSeries B
Meeting notes that get the details right.
Notes#25386562x
2Cloudflare OSSeries C+
Build the AI operating system for your company
Open Source#1438454x
3Driven
The trusted AI investment agent, from insight to action
Productivity#3258451x
4Cloudflare WalletsSeries C+
the programmable wallet for the agentic Internet
Developer Tools#5268051x
5Qwen3.8-MaxPublic
Qwen’s most capable model for coding and cowork
Productivity#4272150x
6ngrok AI GatewaySeries A
One private gateway for every AI model
Software Engineering#4354748x
7ShieldstralSeries C+
Define safety at runtime for text and images
Open Source#10112345x
8Airtop for Google Ads AutomationSeries C+
Build campaigns, optimize spend, and create reports.
Marketing#32971444x
9GrowthBook 5.0Series A
Build, ship, and improve at scale
A/B Testing#10114444x
10BackEngine MCPSeed
Make private company knowledge usable for AI
API#8145544x
11Ctruh StudioSeed
Create interactive 3D and XR experiences without coding
Artificial Intelligence#2406444x
12CopilotKit Channels SDKSeries C+
Bring any agent to Slack, Teams, and more.
Open Source#6151543x
13KitesurfPublic
Browser built for agents, running on Cloudflare Workers
Developer Tools#8131443x
14AI Spend Console by RipplingSeries C+
Track your AI spend and connect it to business outcomes
Artificial Intelligence#2317442x
15Basedash SubscriptionsSeed
Subscribe to any dashboard. Delivered on schedule.
Artificial Intelligence#4159340x
16The new Firecrawl MCPSeries A
Agent-ready web context for any MCP client.
Developer Tools#13101339x
17Hey Noah
A proactive AI executive assistant for founders
Productivity#1528935x
18Coldtea.aiSeed
Make your software self-driving
Software Engineering#1467335x
19Nitro 4.0
The first human translation platform built for AI agents
API#4250535x
20Dover MCPSeries A
Run your hiring process from Claude or ChatGPT
Hiring#11125634x
21Muse CodePublic
Meta’s terminal agent for long-horizon coding
Productivity#4228134x
22Website to Markdown API
Turn any website into LLM-ready Markdown
API#7132034x
23Kiro CrewPublic
Open source agentic development workspace
Developer Tools#6191133x
24Dashi Metrics
Visualize your revenue on a 3D globe
Analytics#5218231x
25AdAnt AI
Claude for viral, high-converting social ads
Advertising#1587230x
26Brandfetch MCPSeries A
Stop your AI from guessing brand logos
Design Tools#8131329x
27Superlog ResponderSeed
Free, open-source AI bug-fixing agent
Developer Tools#3287229x
28Troopr AI Scrum MasterSeed
Writes your standup from real work. Remembers your team.
Productivity#12104829x
29AgentSky
Any harness, any LLM — cloud-hosted agents on demand.
SaaS#1441226x
30Progress AI ObservabilityPublic
Trace, evaluate, and improve AI agents in production
SaaS#6163423x
31Stynar
The AI SDR that runs outbound for you
Productivity#2373522x
32Tixio 3.0
Start meetings from chat
Task Management#2274422x
33X MoneySeries C+
Your money, on the world's most powerful network.
Fintech#10126022x
34KeystrokePre-seed
Build powerful AI agents & workflows
Open Source#7152322x
35Aegisora
The narrow control plane for AI agent tool and API calls.
Developer Tools#16105122x
36Domo
Build and customize your own calendar agent you can text
Productivity#1784422x
37Glasp MCP ConnectorSeed
Search your highlights and notes inside Claude and ChatGPT
Android#12105221x
38HAR
Open Source harness for multi-agent coding workflows
Open Source#11113221x
39Finyuus
A code-first language for durable, governed AI workflows
Open Source#1588120x
40AirProof AI
Find the best spot for your air purifier in seconds
Home#2175120x
41Capacity DesktopSeries B
A free Lovable that lives on your Mac
Website Builder#9140219x
42ZapDigits MCP
The MCP server for marketing data
Analytics#8131219x
43SoloopSeed
Approval-first Agent OS for solo founders
Productivity#2446518x
44Crodo AI
Your voice-first AI assistant for macOS
Productivity#2571117x
45npm i -g hotcell
Local sandboxes for AI agents on your Mac, Linux, bare metal
Open Source#13114117x
46Atlaso
One memory for every AI you use
Productivity#4243117x
47AgentOne Desktop
Automate boring work. Extensible and free desktop AI agent.
Productivity#2278117x
48Vibe Buddy
Hardware for AI coding
Robots#6161216x
49BrowserOS neoSeed
The Missing Browser for Claude, Cowork & Codex
Open Source#5194416x
50Karve
The API client for developers on Windows
Productivity#2076116x
51Plethora
Youtube for interactive content
Android#6198216x
52Appllama
Study 25,000+ screens from top-earning iOS apps
iOS#5212215x
53RindlerSeed
Automate the web work your team does by hand
Productivity#3247214x
54WonderingPre-seed
Duolingo for learning anything
Productivity#2347214x
55Hexis
Git-backed skills, tools & context for AI agents
Open Source#3180214x
56Annotate
Free screen recording as prompts
Design Tools#5198114x
57NextDoor.Company
Discover startups hiring near you, on a map
Hiring#3428114x
58MascotAI
Animated SVG mascot studios for apps that need a personality
User Experience#13112114x
59Merge
AI-native code review assessments
Hiring#10117414x
60VIDEO AI ME
Make videos and post them everywhere with just one tool
Social Media#9125114x
61Ticketdesk AI
AI Agents for Customer Support
Productivity#1394213x
62Token Harbor
The easiest way to access frontier AI models.
Productivity#1592113x
63Orite
Give your AI Agent money. Not a blank check.
API#2474113x
64Inventory
Search every AI Agent & IDE Conversation
Productivity#14107113x
65mpai
Make existing Codex and Claude Code sessions multiplayer
Open Source#11119113x
66hey postcard - digital postcards
delivered tomorrow morning at a random time between 8 -10 AM
iOS#1494213x
67Aveiro
Publish sites, newsletters and social posts with AI agents
Newsletters#9119213x
68Prompt Bridge
Keep AI Context Portable
Chrome Extensions#1689112x
69Toolport
Every tool, one port. One MCP setup for all your AI agents
Open Source#5149112x
70Whop CLISeries C+
Run your entire business from the terminal
SaaS#14100112x
71CoachAI
Your iPhone camera watches your form, rep by rep
iOS#16105112x
72Hansel
Remember everything you've worked on
Productivity#15108112x
73UCP Radar
Make your product feed visible to AI shopping agents
Artificial Intelligence#1785112x
74claudemon
Wild Pokémon appear while you wait for Claude Code
Developer Tools#7148111x
75Screen Awesome
The free screen recorder that cannot upload your video
Chrome Extensions#7139111x
76StepShot
AI that turns real workflows into step-by-step guides
Mac#1886111x
77Ododok
Count every chew with your AirPods
Health & Fitness#11111111x
78SpeakoFlow
Free, open-source voice dictation and AI assistant, offline
Open Source#13105111x
79Reference
Local semantic search for AI agents
Mac#2083110x
80space ocr
OCR that checks its own answers, as an app or an API
Productivity#14103110x
81yapyap
Own your voice again. Local-first voice & meeting recorder.
Notes#8145110x
82PassiveShorts
AI Faceless Video Generator for TikTok & YouTube
Social Media#12114110x
83Hand Wave
Turn sign language into speech with smart glasses
iOS#10135110x
84The GTM Co-Founder
Open-source GTM skills for technical founders
Open Source#137349.4x
85Murmell
Cloud canvas where your team and AI agents works together
Software Engineering#1710419.4x
86AndroMeld
Bring a continuity-style experience to Android and Mac
Android#159719.4x
87Doxy
Markdown & HTML editor, without the LaTeX pain
Design Tools#1910319.3x
88Blueberry
Stop Ghosting People You Actually Like
Artificial Intelligence#178628.9x
89FileFlippers
Send big files and get paid on download
Design Tools#267128.6x
90BAP Studio
An MPC-style drum machine that runs in a browser tab
Music#217808.5x
91Snapdown
Turn anything on your Mac screen into clean Markdown
Mac#914018.0x
92StepGrab
Turn any Mac task into a step-by-step guide
Mac#1211718.0x
93Keytones
Distinct key sounds for uppercase, lowercase & more
Mac#1410817.8x
94Chute
The fastest way to send anything to your iPhone
Mac#1210817.7x
95Glyphi: Speed Reader
An RSVP reader for books, PDFs, articles & webpages
Productivity#169017.6x
96ShootClip
Edit videos 10x faster with AI
Social Media#237517.4x
97MacDupl
Clone any Mac app into a fully isolated instance
Mac#1510417.4x
98MOTHER
A terminal built for Claude Code w/ one-click session resume
Mac#198017.1x
99Open Minis
An on-device AI Agent that runs on your phone, open & secure
Productivity#219317.0x
100Rescript for DesktopSeed
A free, open source, Descript alternative. Runs on-device.
Productivity#198516.9x
101Snipplet
Create and share beautiful guides from places you love
Productivity#1111316.9x
102Crew
A tiny crew of monsters for your Claude Code agents
Mac#713816.7x
103Vinyl for Mac
Turn your Mac into a spinning vinyl player.
Productivity#247216.6x
104Gesture Synth School
A practice app for learning to play music with your hands.
Music#187336.5x
105ScrollToll
Counts every Reel you watch, then locks the app.
Android#168516.4x
106ArtDeck
Reference boards with visual study tools built in
Design Tools#276515.9x
107AstraPixels
​​A pixel-art solar system at its real current positions.​
Web App#227015.7x
108gesture.live
Play live electronic music with your hands using your webcam
Music#2010015.6x
109The Garden of Mind
Your subconscious mind as a living 3D garden you water daily
Web App#1810215.4x
110Yokoso
Japanese for the life you're actually living in Japan
iOS#188315.1x
111DataBlur
Blur sensitive data on screen before anyone sees it
Productivity#912814.8x
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 2026-08-10. Archive of all weeks: phbench.com/predictions.