PHBench

Product Hunt launches most likely to raise Series A

Week of September 14, 2026 · Sep 14 to Sep 20, 2026

PHBench scored 194 featured Product Hunt launches from this week on their probability of raising a Series A within 18 months. The strongest signal was Appwrite 2.0 at 60x 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.

194
Launches scored
10
Newsletter picks
60x
Top lift
#ProductCategoryDaily rankVotesMakersLift
1Appwrite 2.0Series A
The open-source cloud for agents and developers
Open Source#22371760x
2CREEM 2.0Seed
Sell and grow your AI built products
Fintech#15341355x
3OpenAI Agents APISeries C+
Cloud agents, run on OpenAI's Codex harness
API#5181050x
4ZeroClickSeed
Sell your product to AI agents
Payments#9118950x
5Bitrise Remote Dev EnvironmentsSeries C+
Cloud Macs your coding agents can actually build on
Mac#2318945x
6Kilo Code for iOS and AndroidSeries C+
Start coding agents, control sessions, review PRs. Anywhere.
Android#3470845x
7NovaSynth by Noveum
Test your voice agent on the callers you can’t stage.
Developer Tools#5190745x
8Web Search Agents by NimbleSeries B
Self-learning agents automate web research + retrieval
API#2350743x
9Ami AISeed
Lovable for getting customers
Sales#1494743x
10tiun.Seed
Auth, billing, and payments for AI builders
Payments#1530442x
11Buddy AI Access (MCP)
Your agent needs more than your repo
Developer Tools#11103742x
12Bolt ForgeSeries B
Bolt's new agent with open-source models and 50X usage
Developer Tools#1229041x
13ElvaSeed
Goodbye, Postman. Your APIs have new consumers
API#4272238x
14Twigg
The context layer you never have to build
API#8119237x
15Dictation API by AssemblyAISeries C+
Add fast, accurate dictation with a single line API call
API#3964337x
16siift
Turn AI noise into better business decisions
Productivity#4266436x
17Higgsfield APISeries B
One async API for 50+ generative media models
Design Tools#6168036x
18MCPJam
The testing & evaluations platform for MCP servers
Open Source#71491136x
19OatsSeed
Free, open-source, and on device meeting notetaker
Open Source#6243433x
20Naoma AI Demo Agent V2Pre-seed
Turns website traffic into booked, qualified meetings
Sales#1465532x
21AnthropologicSeries A
The zero distance consumer research platform.
Marketing#6177431x
22Weave Router 2.0Series A
Subscription aware coding agent router
Open Source#1326531x
23Ruby UTCP
The scalable, secure alternative to MCP for tool calling
Open Source#995330x
24CAT ME app
See yourself or your friends as cats
Cats#5153328x
25AINASeed
Find your job search blind spots with an AI coach
Productivity#2453628x
26Edgee Codex Compressor V2Seed
Use Codex at 35.6% lower costs
Software Engineering#1689428x
27Toki Coordination
Your personal assistant to schedule + follow up on meetings
Productivity#4192127x
28The Forge by Bob's Workshop
Describe your idea & your team builds, deploys & operates it
Sales#1781226x
29MosMosPre-seed
Voice writing that works before, during, and after meetings
Writing#4404426x
30AxiomSeries B
The modern machine data platform
API#1488225x
31Marqly 6.0
Ask your bookmarks. Bring them to your AI.
Productivity#1880125x
32Voiskey
AI voice typing that sounds right in every app
Productivity#2483525x
33Sider Omni Sidebar
Give every Mac app an Agent Sidebar
Mac#5373425x
34The Minimalist Entrepreneur SkillsSeries A
Book playbook as Claude Code slash skills
Productivity#1692124x
35flat.social
Absurdly delightful 3D spaces where remote teams hang out
Events#1398124x
36Mise
The meal planner that gets all your dishes ready at once
Productivity#1188123x
37Slashy AssistantSeed
The AI assistant that does email for you
Email#5251123x
38Hello Inbox
Get more marketing emails into the inbox
Email Marketing#3273123x
39Modaal for Android
Ship on both stores from one project using Swift + Kotlin
Android#4285322x
40Text Agent Store
A marketplace for AI agents you can text
Messaging#3296322x
41Basedash ModelsSeed
Define it once. Query it like a table.
Data & Analytics#1090122x
42Simple Commenter AISeries C+
Get feedback on sites and have GPT-6 Astra prep the fix
Developer Tools#2672122x
43ConvoSeries C+
The AI copilot for people who sell
Sales#1494221x
44Ari by ArisoSeed
AI bar raiser for the most ambitious teams
Task Management#6306521x
45Multimodal Agents by SierraSeries C+
AI agents that switch between voice, text, and visuals
Customer Success#1593021x
46AsideSeed
AI browser that actually gets work done for you
Productivity#7149321x
47ApplySeed
Raise your seed from accelerators
Fundraising#11134320x
48Zella
Video recorder that edits itself on Mac and iPhone
Mac#10100119x
49AppZapper 3000Series C+
The uninstaller Apple forgot.
Mac#9109319x
50Makersclaw 2.0
The operating system for a company run by agents
Marketing#10155218x
51FATHER
A Mac dashboard for site traffic, deploys, uptime, and SEO
Analytics#14100118x
52Compute:ArenaSeries A
Community submitted benchmarks for Local AI
Open Source#1979418x
53Toone
Build complex, reliable AI agent workflows & routines
Mac#12131117x
54Steam Frame
Your Steam library, now on a wearable PC
Virtual Reality#4151017x
55KeysakeSeed
Learn English as you type Chinese
Education#7257417x
56Mola
Build your café, hire a team, and grow a coffee chain
Android#1882117x
57OzBrain
Your knowledge shared with every AI agent & any teammate
Notes#10105117x
58is.team
Your AI agent joins the board like a teammate
Productivity#2182317x
59Analytiics
Web and product analytics, set up by your coding agent
Open Source#2470117x
60Portal
Links to try any product at any moment with no setup
Sales#2373117x
61Payflip
Pay anyone you can name. No IBAN, no wallet address.
Android#2572317x
62Mailyte
Email for your team, your app, and your customers.
Email#2376516x
63Axari
Assign your security busywork to your AI twin
Artificial Intelligence#7166216x
64CreatorHatSeries C+
YouTube SEO tools for Safari featuring Apple Intelligence
Safari Extensions#1593116x
65WhaleRead
Locally translate TXT, Markdown, and EPUB
Languages#2080115x
66Die With Me
AIM buddy list for your friends’ Claude Code and Codex usage
Social Media#8117115x
67Pitchfire for StartupsPre-seed
Reach investors that are aligned with you
Investing#1290215x
68Gemini 3.8 & 3.8 Live Extended ThinkingSeries C+
Our most advanced Gemini Audio models yet
Bots#3205114x
69Proofrr
One workspace for creative feedback, reviews, and approvals
Design Tools#2085114x
70ContextsBase - Backlog for Coding Agents
From chat prompts to autonomous backlog execution.
Developer Tools#2474114x
71Juggler
A visual AI coding harness
Open Source#1695114x
72jurniti
Always-on AI agents in Firecracker microVMs
Productivity#2770114x
73LLMagnet
Make your WordPress site visible to AI
Analytics#8148213x
74Pushary
Every agent accessible via your Mac’s notch
Developer Tools#8186113x
75MacSentinel
Find what’s slowing your Mac then clean it safely
Mac#1587113x
76Thread
AI journal that connects your thoughts into something bigger
Android#7123113x
77Amy by Jellyfish
Your AI sourcing employee for recruiting teams
Hiring#2667212x
78AI Class by KanarySeed
Knight or Ninja? Your Codex & Claude logs decide
Productivity#4462212x
79Stile.iD
A private identity verification API to verify real users
API#6159312x
80PeakHour 6
Real-time network monitor for Mac w/ detailed WiFi insights
Mac#1691111x
81Verity Score
Track what AI says about your store, fix it, generate blog
SEO#6558211x
82NarrativeSeed
AI-first video editor, just describe edits & refine in chat
Design Tools#9111311x
83Nepotism Network
Great things start by knowing friend of a friend of a friend
Social Media#9158311x
84Buncha Games
Instant-play Games & UGC Worlds for desktop & mobile web
Crafting Games#6359111x
85GameToMac
Play Windows games on Mac with AI-powered compatibility
Mac#1980111x
86Tangerine
Offline file modifier for Mac
Mac#1791111x
87QAgent
Automated QA for AI agents. Stop shipping on vibes.
Developer Tools#2078111x
88Jottoo
AI meeting notes that turn into tracked tasks
Productivity#11101111x
89Forma by Caid
build hardware systems end to end
Productivity#9054111x
90TryCase
AI tests your PRs. Get a video walkthrough before you merge.
Developer Tools#13100111x
91MiRemoteBridge
a $5 build that lets a Bluetooth remote run your PC
Developer Tools#7356111x
92CodaBridge
Hear, shape, and investigate sperm whale codas with Astra
Artificial Intelligence#5960111x
93OpenAlgo Charts
OpenSource Charting Terminal for Financial Portals
Open Source#4561111x
94Second Eyes
Automatically shortlist photos for faster publishing
Productivity#3665310x
95Punch
Save your group chat's important stuff
Android#1288310x
96TinyKPI
Your business analytics directly in your notch
Apple#11100110x
97Project Feed
Project management with built-in file review
Design Tools#1299110.0x
98DungeonQ
Divert suspicious sessions into persistent decoy worlds
Developer Tools#875519.8x
99Rolequiry
Know what to ask before you join
Productivity#705619.6x
100Mantra Timer
A minimalist mantra meditation timer for iOS.
Health & Fitness#217519.5x
101Kanverse GPU Borrow
Borrow GPU compute from another device, with permission
Hardware#715619.4x
102Thoughts for Mac
Capture notes from your menubar using text, images or voice
Productivity#1010319.3x
103PhraseVault 3.0
Now lock one sensitive phrase at a time with a PIN
Mac#177419.2x
104GameReverie
A Codex Skill for building and iterating games
Open Source#605919.2x
105Loci
Open-source biomedical image analysis for every lab
Open Source#556019.2x
106NavKey
Control Windows with only your keyboard
Windows#286619.1x
107Ever Beyond: Space Conquest
Tactical Battles & Idle Merge
Android#276719.0x
108Polishory
Get a clear plan to improve your website and prevent AI slop
Design Tools#296919.0x
109ChinaMarketing.AI GEO Workspace
From Chinese AI evidence to implementation with Astra
Marketing#615918.9x
110MantleSeed
Describe your logic. Generate Admin UI, MCP & WebMCP.
Open Source#645818.9x
111Doneit 3.2Series C+
Reimagined Doneit Assist, support for Siri AI, and more
iOS#710118.8x
112AtlasAlign
Align brain microscopy to an atlas, review and export ROIs
GitHub#875518.7x
113AEXGrid
Coordinate AI agents. From anywhere.
User Experience#825518.7x
114claudebill
See what your Claude Code sessions actually cost
Open Source#416318.6x
115Snooze Files
Shelve messy files and restore them in one click
Mac#745618.6x
116Infinomni
Turn drawings into 3D creations you can play with and print
3D Printer#546018.6x
117Proto-Mind
A floating AI workspace for your Mac
Mac#516018.5x
118TypeDash
Voice shortcuts and fast dictation for your desktop
Productivity#526018.5x
119S-Roll
An agentic harness that turns long videos into clips
iOS#217418.4x
120Expand Board for macOS
Expand ideas, concepts, and plans across limitless boards
Mac#613018.4x
121Duvi
Make an AI for any business just using a URL
SaaS#775618.3x
122SmartCheck
Count objects in a photo with three example taps
Productivity#665818.2x
123Slurp
Download and record video from thousands of sites
Mac#835518.1x
124PeekPaste
Your clipboard, within reach
Mac#811618.1x
125Lastbox
Put your AI to work on physical junk mail
Productivity#855518.0x
126Portfolio Frame
Frame, annotate, and export screenshots that look designed
Browser Extensions#296718.0x
127Image to ASCII
Make ASCII art for READMEs, Discord & creative visuals
Design Tools#1210217.9x
128Idlen
Earn while you work with AI in any IDE or browser
Chrome Extensions#179117.9x
129Mela
Play with friends and AI and let the crowd change the game
Artificial Intelligence#566017.9x
130Bring Them to Life
Bring your product to life with friendly animations.
Design Tools#178217.8x
131Unvendor
A shared UI between you and the AI
Productivity#685717.7x
132Eggshell
Local memory for AI agents to reuse work, spend fewer tokens
Open Source#257417.7x
133illusions
A Japanese-first writing editor for focused fiction
Productivity#725617.7x
134LokalBot
Find what you said or saw on your Mac
Productivity#795617.7x
135Holon
AI agents that act and follow through
Developer Tools#915317.7x
136Sweep
Your floor turns green where you've vacuumed
iOS#795617.6x
137Codex GPU Queue
One GPU. Many Codex sessions. Less manual juggling.
Productivity#306817.6x
138VoiceCap
The AI notetaker for meetings in your language
Android#89817.6x
139Shall We Talk
Voice dictation that saves transcriptions on iPhone and Mac
Productivity#436217.6x
140Guild Manager
Run your guild in one place, inside Discord
Productivity#406327.5x
141moli
40MB Web Browser in CLI
Chrome Extensions#895517.5x
142Figo
See every move your competitors make
Analytics#910517.5x
143M9R
Multiplayer space for your AI coding agents and teams
User Experience#795617.4x
144Ringo
Seamless AX Co-worker
Slack#765617.2x
145OVOSeries C+
Play music from files, iCloud & streams across Apple devices
Music#197517.2x
146QuietHint®
The meeting assistant that stays on your Mac
Mac#227317.2x
147Galactic Receipt Scanner
Turn your phone into a hands-free receipt scanning station
Productivity#506117.1x
148NM Signals
Make your website work better for people and AI
Marketing#675817.1x
149StillTalk
A photo that talks back. Live on your device, not video.
Web App#346627.0x
150Maaa
A mom in your Mac’s notch, looking out for you
Mac#1311117.0x
151Tab Doctor
Closes duplicate tabs and snooze the rest
Chrome Extensions#755617.0x
152Yoetz
Check to see if AI really completed a task or if it had gaps
Open Source#237527.0x
153BiBimba
Clipboard history that can read your screenshots
Mac#138617.0x
154Agent Interface
Give AI agents a better way to use computers
Open Source#217916.9x
155RepoRoad
The endless lo-fi drive where every repo is a building
Open Source#785616.9x
156omadesignSeed
Linux creative suite for design, layout, paint & motion
Design Tools#576016.8x
157Blanc
A minimal browser with a floating island for a toolbar
Productivity#138916.8x
158DynamicLake 2.0
Dynamic Island for Mac with 3rd Live Activities and more
Mac#1210316.8x
159Foleyfy
Turn everyday sounds into game-ready sound packs
iOS#476126.7x
160Powermove
The video editor that rewrites itself around your work
Design Tools#356526.7x
161AskDeckSeed
Call an AI to get a PowerPoint and a narrated video back
Design Tools#168416.7x
162Fide Island
Media, Notes, on-device translation + more in your Notch
Mac#1012016.6x
163Try The Apartment
A real apartment in 3D, just drag furniture & see what fits
Design Tools#277116.6x
164PortAura
See what’s listening on your Mac
Mac#286716.6x
165Afterglow
Run classic After Dark screen savers on modern macOS
Mac#149916.5x
166Poke Battle Announcer
Give your Pokémon Champions battles a live announcer
Android#386516.5x
167VoiceChanger.Live
Sound like anime girl in realtime on your next call
Artificial Intelligence#316816.4x
168Grimo AI
Say it once and all tasks, calendar and notes are sorted
Task Management#228116.4x
169Opyt
Your attention is the context your AI is missing
Open Source#187916.3x
170ZeroSphere
AI Gets Its Own Display on your own machine.
Productivity#695716.3x
171Mercury Pitch
Virtual rehearsal studio with instant performance feedback
Music#287016.3x
172Notch Design
Give your notch a personality
Design Tools#376516.2x
173Reactor AtlasSeed
Every nuclear reactor on Earth, mapped since 1954
Education#227916.1x
174ReviewMixSeries C+
Google reviews and testimonials, together on your site
Customer Communication#586016.0x
175appdesigns
Design amazing appstore screenshots for free
Design Tools#1110416.0x
176cubicles.lol
A metaverse for builders, side projects, and bad driving
Games#159616.0x
177izzit
One word. Three tries. Can the AI tell what you drew?
Android#326716.0x
178MeshEdit
Model, rig and animate game assets in your browser
Design Tools#496115.8x
179MemoryPet 2.0
Turn your browsers toolbar into an animated usage monitor
Browser Extensions#179015.7x
180Nina's Little UniverseSeries A
Interactive 3D space science for curious little minds
Kids#845515.7x
181Wombo
AI game studio for 2D graphics assets, sounds, and sfx
Design Tools#336715.6x
182Wingman
A little nudge to text your girlfriend
iOS#865515.6x
183Lull
Tell it what is on your mind. It writes the meditation.
Apple Watch#511715.6x
184Fifi
An alarm that calls you, and reads you your day
iOS#267215.6x
185Banana Keyboard
Insert AI prompts from your Android keyboard
Android#526015.5x
186Kodro
Code robots in an offline Python learning simulator
Open Source#247215.4x
187Mac Duo
Turn your display into frosted glass as you close the lid
Mac#1310215.4x
188Lumiko
Screen recordings that edit themselves with Auto Zoom-Pan
Chrome Extensions#315315.3x
189Unfetch.comSeries C+
Let ChatGPT and Claude manage your ads.
Marketing#486115.2x
190PC Anatomy
Explore a PC from case to GPU core in interactive 3D
Open Source#426215.2x
191Deplo
A simple-to-use alternative to cloud deployments
Productivity#159615.1x
192citizen404Series C+
The AGI runs the world with GPT-6 Astra. Hunt citizen404!
MMOs#1411214.9x
193Workshopy.ioPre-seed
Turn a Markdown file into a live, trackable workshop
Productivity#199014.9x
194Squirrel
An app blocker that pays you back
iOS#610814.3x
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 2026-09-21. Archive of all weeks: phbench.com/predictions.