PHBench

Product Hunt launches most likely to raise Series A

Week of August 24, 2026 · Aug 24 to Aug 30, 2026

PHBench scored 131 featured Product Hunt launches from this week on their probability of raising a Series A within 18 months. The strongest signal was PostHog Desktop at 49x 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.

131
Launches scored
10
Newsletter picks
49x
Top lift
#ProductCategoryDaily rankVotesMakersLift
1PostHog DesktopSeries C+
The product editor for product builders
Open Source#3332149x
2Antigravity Remote ControlPublic
Drive Antigravity agents from any browser
Productivity#6159146x
3Firecrawl Developer IndexSeries A
A curated index of 70M+ artifacts for coding agents.
Developer Tools#6163346x
4SkydiveSeries A
Build cloud agents that work across your tools
Artificial Intelligence#13971544x
5MicroduckPublic
A tiny open-source biped you can train yourself
Open Source#3257244x
6HEVN U.S.Series A
Hold USD and pay globally through U.S. sponsor banks
Fintech#14106444x
7PaymentKit
Billing that survives a processor shutdown
Fintech#1430543x
8akta.pro
Private company data and signals API for the agent economy
API#1405541x
9Jotform AI Data Assistant
Turn form data into insights and action with AI
Productivity#4233041x
10Traccia
Finally, a vendor-neutral AI Agent Control Plane.
Open Source#6189441x
11Nimbia
AI screen-sharing calls for user onboarding
Customer Success#5169240x
12Offloop
A shared workspace where people and AI agents get work done
Productivity#3300440x
131752vc Pitch Deck Analyzer
Know what investors will say before you ever hit send.
Venture Capital#1300440x
14Agnost AIPre-seed
Catch agent failures your evals miss
Analytics#3282239x
15Ninjō AI
AI sales agents on any channel that runs from Claude Code
Sales#10121439x
16Cohere Parse 5Series C+
Turn complex docs, tables & images into AI-ready data
API#3195037x
17NavigaraSeed
Connect Your AI Spend Directly to Your Roadmap
Analytics#4275236x
18Expertise AISeed
Turn your GTM skills into recurring revenue
Marketing#23581035x
19Enter Pro
The AI-native platform to build and scale your apps
Developer Tools#2377235x
20Spline V2Series A
Best 3D platform for the agentic era
Design Tools#11112435x
21Purchase API by AgentcardSeed
one API call and your agent buys anything online
Fintech#8131131x
22OpenComputer
Firebase for Agents
Software Engineering#7135431x
23Assistly
Real-time AI meeting overlay with no bots, 100% private
Customer Success#2276230x
24Playcall
The open-source AI alternative to Gong
Sales#1598130x
25Lenz
Independent, multi-model fact-checking API for AI workflows
Artificial Intelligence#3248530x
26coolplugz
A Claude orchestrator that saves developers loads of time
Artificial Intelligence#7134129x
27Qwen3.8-Flash-NextPublic
The open-weight preview of Qwen4
Open Source#15106127x
28Gemini 3.5 TranscribeSeries C+
Our most precise speech-to-text model yet
Artificial Intelligence#5220126x
29Kira Community
Curate moments with #hashtag
Social Media#10113425x
30GLM-5.3-FlashPublic
The first natively multimodal model in GLM-5 series
Open Source#2096125x
31Gemini Omni 1.1 FlashSeries C+
Our newest multimodal model for video generation and editing
Design Tools#4194125x
32ChatCut DesktopSeed
Video editor built for humans & AI. Edit with GPT & Claude.
Marketing#4283325x
33Buddy Visual Tests
Every UI change, reviewed before merge
Software Engineering#1988524x
34Mac miniPublic
Now with M6 and M5 Pro chips
Productivity#9114024x
35MCP-Builder.ai
The fastest way to connect your data with your AI Tools.
Developer Tools#5169224x
36Aramb
Build, launch and monetize your AI agents in 20 minutes
Productivity#8128324x
37Hy4 previewPublic
Tencent’s 770B open model for long-horizon work
Open Source#2199023x
38Hacktron AutomationsSeed
Close the loop between vulnerability discovery and patching.
Developer Tools#1790123x
39Basedash for Grok BotSeed
Company data answers, right inside Grok Bot
Data & Analytics#2380123x
40session-indexer
Semantic search over your own Claude Code session history
Open Source#1889123x
41Diet Claude
Never get blindsided by Claude's usage limits again
Chrome Extensions#2390122x
42OjinSeries B
Talk to an AI Agent with a real face and voice, in real time
Artificial Intelligence#16104822x
43GitNexus (Akon Labs)Seed
The open-source kernel for coding agents
Open Source#8144222x
44screenpipeSeed
AI that records your computer work to power agents.
Productivity#9124322x
45PageIndexSeed
Accurate, trustworthy answers across professional documents
Productivity#1340421x
46EasySwitch
One mouse, keyboard and second screen for all your computers
Mac#1699121x
47Play with PuttyPublic
Simple, Collaborative Vibe Coding
Design Tools#13107021x
48ChatGPT Ad LibrarySeries C+
See every ad running inside ChatGPT
Analytics#2082021x
49DecaworkSeed
Control your company's internal AI agents and tools
Software Engineering#2321220x
50CaddiSeed
Agent that builds agents by only showing your work only once
Productivity#2295320x
51Arena Agent Mode with GitHubSeries C+
Get real work done, moving from idea to shipping in minutes
Developer Tools#1895320x
52Dropstone
The AI runtime that remembers, learns, and acts everywhere
Productivity#7131120x
53SuperIntern
Your email and meeting assistant, inside your chat apps
Email#12110219x
54Trama
Create macOS native automations using plain language
Mac#10103119x
55Inquio
See what your bot is getting wrong
User Experience#2472319x
56Memoria
Search photos by text, speech, object & faces. 100% offline.
Productivity#6149119x
57Particle Studio
Transform Static Images Into Dynamic Particle Experiences
Design Tools#1395119x
58Evidence CoreSeed
Build live analytics with coding agents
Open Source#11111318x
59ifySeries A
Resolution AI that works on top of your existing helpdesk
Email#10115718x
60SpekoSeed
OpenRouter for Voice
Developer Tools#4239118x
61Splitsense
Turn user behaviour into higher conversions with AI
User Experience#2373318x
62x1Seed
Lovable for iPhone apps go from idea to App Store
iOS#1476317x
63Contrive
Search and act across all your work apps
Productivity#1591116x
64Keymap
Every shortcut, one ⌘⌘ away.
Mac#1592115x
65DeployHermesSeries B
Hire persistent Hermes agents with roles, memory + skills
Productivity#2083115x
66Marble MCP
Manage your CMS content from Claude, Cursor, and Codex
Writing#1492115x
67NotchDrop
A Dynamic Island experience for your Mac notch
Productivity#1981114x
68Cortex by SKYNETLAB
The memory layer that decides what's worth remembering
Productivity#1685114x
69Lore MachineSeed
Substack For World Builders
Comics & Graphic Novels#12110114x
70ReWeaver AI DriftDetector
Drift score for any GitHub repo
Developer Tools#2768014x
71whoisthegoat.lol
Bid $ for the GOAT (trash only)
Funny#2570113x
72AlchemizePre-seed
Ship more code with confidence
Software Engineering#2183213x
73IQ Routing
Trajectory-aware LLM routing that cuts agent cost
Developer Tools#1999113x
74AlmanacPre-seed
The agent with a second brain
Productivity#7144312x
75Neo
A novel-writing tool from the author of Silo
Open Source#5135112x
76SpacebarX
A keyboard-first outliner for notes, tasks and projects
Productivity#9121112x
77Ticket Fairy CLISeed
Ticket Fairy event ticketing CLI & MCP server
Events#2474112x
78Kraa 2.0
Text editor and a publishing platform
Writing#13109312x
79Tellie Prompter 1.5
The teleprompter that knows what you haven't said
Productivity#6137111x
80IFAH
Instruments for composing and experiencing sound as a space
Music#1783111x
81HFlowSeed
Scalable multimodal data pipelines for robotics
Open Source#2388211x
82Pluto
Your professional profile is now an AI agent
Artificial Intelligence#11112211x
83Staats
Ask your coding agent how your site is doing
Analytics#1278111x
84Savvy
An assistant that whispers what to say during a meeting
Meetings#14107111x
85Revalvo
Run prompts on every model at once. Score. Version. Ship.
Productivity#1496111x
86Warren
Infrastructure for coding-agent workloads
Open Source#1985111x
87Glisio
Mac Recorder & Snap editor w/auto-zoom, audio, local MP4
Mac#10114211x
88Knack MCP ServerSeed
The HIPAA-compliant backend for AI builders
Artificial Intelligence#2182110x
89macadress
MAC address intelligence for apps, networks and AI agents
Web App#2866110x
90Bumply
Update your dependencies and undo anything
Developer Tools#9112110x
91PhoenixSeed
AI coding agent built for iOS, macOS app development
Developer Tools#12102110x
92Cobalt
Your Kobo can run apps now
eBook Reader#2290210x
93TaskShell 2.0
Agent-first task management for more agentic productivity
Productivity#2479110x
94WIT
Spot potential misunderstandings across global Englishes
Productivity#109049.7x
95DockDuck
The native macOS file manager Finder should be
Mac#129519.4x
96Altar II
The mechanical keyboard Apple never made
Custom Keyboards#912219.2x
97choclift for iPad
A touch-bar to control your Mac from your iPad
iPad#257828.7x
98Wondering CanvasSeed
Visual ChatGPT in Parallel
Productivity#1211028.4x
99Eventually
Your X bookmarks, emailed back as your personal newsletter
Chrome Extensions#219318.4x
100God’s Eye View
Spy satellite simulator in your browser but the data is real
Open Source#89718.2x
101Screenify Studio
Polished product demos on Mac recorded by an AI agent
Design Tools#1310718.1x
102Localdock
Every local project gets a real address.
Developer Tools#811918.1x
103seendiff
Code diff viewer with progress tracking
Open Source#414528.1x
104OpenTagSeed
AI coworker lives on Slack and Teams
Slack#517118.1x
105CTRL Micro
Haptic control deck for your Mac and AI agents
Mac#159218.0x
106Flare
The graph-first IDE and interactive map for agentic coding
Open Source#1112017.9x
107The Million Sad Ducks
$1 makes one of them permanently happy
Art#1810217.9x
108BaudBuddy
A native macOS serial terminal with a file server built in
Mac#228217.8x
109CrowdVoltSeed
You're coming out tonight
Electronic Music#208027.8x
110Destiny Rings
Proximity-powered dating, social & networking
Dating#149217.7x
111Wavepocket ▶︎•၊||၊||။၊|။
Synth, drum kit, a 4-track tape loop, and FX app
Music#139317.5x
112Lucid Train
Build system design for new and existing codebase
Productivity#1110317.4x
113SnakeRank
The leaderboard is a snake. Bid your way to the head.
Marketing#188206.7x
114LoupeKit
See what any page is built with and how much of it is AI
Browser Extensions#179816.5x
115Treebar
Treebar gives you one view of every active worktree
Productivity#188016.4x
116Message Album
Save one iMessage conversation as a private offline album
Mac#267016.4x
117Postaway.space
A little piece of the past, sent your way.
Travel#169316.3x
118Fide Island
Make your MacBook notch actually useful
Productivity#169216.1x
119WorldMap.lol
Put your startup on the map. Literally.
Analytics#518716.1x
120Tiles
Turning desktop chaos into curated spaces.
Productivity#147516.1x
121Cursor Craft v2
Custom Mac cursors, rebuilt for v2
Mac#710115.8x
122RawToHEIC
Convert RAW to HEIC inside Apple Photos
Photography#118015.8x
123Sendra
Design emails in Figma, export HTML that works everywhere
Email#1710215.8x
124Lubb
A realistic heartbeat for falling asleep
iOS#157315.6x
125Einfall
Capture fugitive thoughts + route them to where they belong
Productivity#137615.4x
126AureaCam
Real-time scoring to master the rule of thirds
Design Tools#178315.2x
127Any Command
Turn your phone into a second screen and trackpad for PC
Android#167014.8x
128Termy
Learn languages from games, videos, and websites
Education#811914.7x
129Yomi
A little cat who loves being read to
Kids#714814.2x
130Mossy
A desk plant that wilts when you need a break
Mac#99414.0x
131publicdesktop.lol
Public computer of the internet
Design Tools#610213.9x
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 2026-08-31. Archive of all weeks: phbench.com/predictions.