PHBench

Product Hunt launches most likely to raise Series A

Week of May 25, 2026 · May 25 to May 31, 2026

PHBench scored 102 featured Product Hunt launches from this week on their probability of raising a Series A within 18 months. The strongest signal was Pitch 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.

102
Launches scored
10
Newsletter picks
55x
Top lift
#ProductCategoryDaily rankVotesMakersLift
1Pitch AgentSeries B
On-brand presentations, generated in seconds
Design Tools#3297955x
2Buffer APISeries A
One API to publish across every social platform.
API#52051251x
3MemoriSeed
Persistent memory from agent trace, not just conversation
Open Source#8149948x
4Oasis Browser for MacSeed
A privacy-first AI browser you can train anonymously
Productivity#42446248x
5Revolte
AI for Software Engineering
Software Engineering#4257547x
6Parsewise APIPre-seed
API for agentic multi-document processing
API#11117446x
7Bluedot 2.1Seed
Record on Apple Watch. Sync with Claude
Android#2407543x
8Powabase
Build AI apps with Postgres, RAG, and agents
Developer Tools#1421441x
9Parrot Speech-to-text APISeries A
Fast, accurate STT for production-grade voice agents
API#5180441x
10Calling Skills for AI AgentsSeries A
Add voice and video calling via your coding agent
Developer Tools#10110439x
11Basedash: Embedded AnalyticsSeed
Give customers AI analytics inside your product.
Artificial Intelligence#11104339x
12Bond
Outbound campaigns powered by real buying signals
Productivity#2391339x
13RezonantSeed
Talk, spec, ship: get your product ideas into production
Productivity#3288739x
14zero.xyz
Give your AI agent access to ~8k tools, APIs and services
Productivity#3279738x
15Angel Match 4.0
A database of 125K+ angels and VCs to raise your seed round
Productivity#6168637x
16InteguruSeed
Generate fast, reliable APIs for any platform. No browsers
API#7165234x
17MCP Bridge by AppfactorSeed
Connect any API to any AI agent
API#6197434x
18Willow ScribeSeed
Tell Scribe what to say. It writes the rest.
Productivity#7142534x
19OctolaneSeed
Self-driving AI CRM that you can talk to
Sales#6163233x
20Ava 2.0Series A
Your AI BDR that runs outbound sales autonomously
Productivity#1346233x
21Linear DiffsSeries C+
A new way to review PRs, directly inside Linear
Productivity#8155532x
22KugelAudioSeed
Real-time text-to-speech model you can self-host
API#1699332x
23ReplylessAI Sequences
Outbound email sequences without the sales-tool bloat
Email#2768131x
24DNSimple CLI
Manage Your DNS from the Command Line with DNSimple CLI
Developer Tools#1892031x
25SpotsNowSeed
Track who's advertising across podcasts w/ campaign insights
Analytics#2485731x
26PancakeSeed
OpenClaw in Slack that makes your company autonomous
Slack#1519531x
27Firecoach AI
AI roleplays that turn reps into top performers
Sales#5216330x
28ParastorePre-seed
Simulate real store with LLM-powered synthetic consumer
Open Source#2183428x
29Robinhood Agentic TradingPublic
Let your agent trade
Fintech#7159128x
30Coworker AISeed
More AI for less spend with context-aware model routing
Productivity#5210428x
31AVTR-1 Real-Time Open Weights ModelSeed
Generating uncanny AI avatars is now open source
Video Streaming#6171528x
32DodoForm
Turn talking, pics, or scribbles into clean, structured data
Analytics#10119126x
33SelectPrismSeries A
Agents that screen and interview so you can hire faster
Hiring#8136425x
34Compartment
Open-source runtime for internal team software
Open Source#14111424x
35Wingbits AISeries A
AI agents for real-time aircraft monitoring and alerts
API#22241024x
36CircadiaOS
Sleep optimization, minus the $3,000 mattress pod
Health & Fitness#1394124x
37Agent A by Ahrefs
The AI Marketing Agent Powered by Ahrefs Data
Marketing#4229224x
38Wandesk
Build Your Own AI Desktop
Productivity#1410322x
39ExtendSeries A
Parse any PDF layout with SOTA accuracy for AI pipelines
API#1784222x
40AgenticCalling AI
Give your AI the power to make phone calls
API#2967121x
41Kim Personal Health Assistant
The intelligence layer for Apple Health
Health & Fitness#1797220x
42Brew
Like Claude design for email marketing
Design Tools#1671420x
43blokdots 3.0
Prototype hardware visually, export real C++ for engineering
Design Tools#1991320x
44Chunk sidecarsSeries C+
Validate agent-generated code before it ever reaches CI
Open Source#2472219x
45Granite
A vault for every document that matters
Productivity#12117119x
46marpy.io
AI coding platform built specifically for the Python stack
Developer Tools#14105119x
47GPS
Memory layer for LLMs that stores repo rules + past lessons
Developer Tools#2177019x
48Ferrari LucePublic
The first electric Ferrari designed by LoveFrom
Cars#9131119x
49PromptLayerSeed
Trace AI requests, workflows, and costs in one timeline
Developer Tools#1981019x
50Step 3.7 FlashSeries C+
Flash-speed agents model that can see and act
Open Source#5173018x
51NeuralAgent 2.5Seed
Talk to your computer, it responds and gets things done.
Productivity#2092117x
52Ormedo
Let AI agents handle your entire outbound pipeline
Email#1791117x
53Growati
The autopilot for YouTube post-production
Productivity#10133216x
54MiniCPM5-1BSeries C+
A new SOTA for compact open models on the edge
Open Source#1695016x
55Phasr
Run 100+ workflows simultaneously without losing context
Productivity#1684116x
56BankStatementLab
Turn any bank statement PDF into Excel, CSV or JSON with AI
Fintech#2374116x
57LaunchOS
Bring Back the Classic Launchpad Experience on macOS 26+
Mac#1993216x
58Kept
Your AI chats, saved as Markdown locally with no cloud
Mac#13104315x
59DraftedSeed
Design a home instantly with AI
Design Tools#2080115x
60Openstatus MCP Health Checker
Test MCP servers like a real AI client, not just a ping
Open Source#4192115x
61Archi-Flow
Visualize cloud architecture with live traffic simulations
Design Tools#1882115x
62SoMerch
Merch for distributed teams, handled end to end
Marketing#11122214x
63QuickSheet v1.2
Instantly create and edit spreadsheets from your menu bar
Productivity#1978214x
64Layers
Create beautiful animated code snippet videos for free
Developer Tools#8113112x
65Hyper: Self-driving Company BrainSeed
Turn your AI agents from interns to veterans
Productivity#12100212x
66HarborSeries A
CLI + companion App to spin up complete local LLM stacks
Open Source#3067112x
67baz.studioPre-seed
Skills library & video editor for AI Agents
Marketing#1496212x
68Pawse.ai
An acoustic regulation system for dogs
iOS#9106111x
69GenGo
Transform selected text anywhere on macOS
Mac#2670011x
70Hayley: Your Thinking Companion
An insight, a pattern, one question worth sitting with.
Productivity#2384111x
71RabbitTravel
Smart travel planning made effortless
Productivity#1883111x
72Crew44
Turn coding agents into specialist teams
Open Source#1897210x
73crunr
Launch and run any compute job on AWS with 1 command
Developer Tools#15103110x
74Tesserac
A spatial alternative to Cmd+Tab for macOS
Mac#2186110x
75LikePulse
See exactly where YouTube audiences react — instantly
Chrome Extensions#2090110.0x
76Ajar
Lid Angle Sync & Keep Awake for AI Agents on Mac
Mac#228719.6x
77Vibeocus Lens
Bridge your live frontend directly to your AI agent.
Chrome Extensions#237619.2x
78Jott
Capture quick written or voice notes from your Mac's notch
iOS#227318.8x
79Clipline
AI Video Cutter for viral Shorts, Reels, TikTok in Telegram
Productivity#178218.8x
80Local Panel
Local SSH server manager with no subscriptions or installs
PC#207918.6x
81NODUS HN Radar
Track rising Hacker News posts before they explode
Browser Extensions#227608.4x
82Curlo
Local AI search to find SFX and music by describing it
Productivity#286818.3x
83MoDev
The AI dev environment built for your phone.
Developer Tools#159318.3x
84Screen Ruler
The go-to ruler for designers and developers
Chrome Extensions#1010818.1x
85MacSIM by Studio Practice
Preview any URL on every Mac screen at once
Design Tools#276808.0x
86Marked 3
Preview and Publish your Markdown
Writing#913617.8x
87NoteCove
Notes, tasks, and AI — offline-first, no SaaS bill.
Mac#248317.7x
88Exstats
Track your browser extensions and competitors in one place
Browser Extensions#320217.5x
89QuakPit
Meeting reminders that actually make you smile.
Mac#421717.5x
90Trace
No-frills offline meeting transcripts with context
Notes#258217.1x
91AI Shadowing
Turn any YouTube video into a language shadowing lesson
Languages#267617.0x
92BaseBuddy
Turn your Supabase database into a WordPress-like editor
Open Source#129917.0x
93Aviquill
A calm canvas for visual thinkers with messy minds
Productivity#257217.0x
94AccountyCat
A focus companion that actually gets context
Productivity#1311116.9x
95Mojito
Type to search for any emoji, symbol, or gif in seconds
Emoji#714816.8x
96SinalyticaSeries B
Travel back to 1998 and use Lovable on Windows 98
Retro Games#913316.7x
97LangPanda
Learn languages from watching your favorite shows
Android#1211316.5x
98TrackNotch
LLM usage tracking that lives in your Mac's notch
Mac#168615.3x
99Stage
Screen recording for demos, bugs, and updates
Productivity#1511415.3x
100Notchy
Mac dynamic island with music, timers, clipboard, file drops
Productivity#149414.9x
101Sublern
Translate any word in video subtitles with one hover
Chrome Extensions#227614.4x
102Coffee Piano
Browser music and piano studio with visual harmony tools
Music#139614.3x
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 2026-06-01. Archive of all weeks: phbench.com/predictions.
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