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Startup traction rankings
Compare verified companies by Returner traction score, a snapshot of observable public reach, engagement, developer adoption, launch, community, and momentum signals.
- Ranked companies
- 371
- Cohorts
- 3
- Snapshot
- Jul 26, 2026
Rank order uses the current overall traction score. It does not measure company quality, financial performance, valuation, or investment potential. Read the methodology and limitations.
Verified companies
Ties are ordered by evidence count and then company name. Scores can change as public evidence is refreshed or corrected.
Sub-1500$ robot anyone can program
The AI-Native Organization built by Ex-Palantir FDEs
The simplest AI interface in the world for consumers to spawn agents.
Where new internet entrepreneurs build and run their companies
Real world training envs for healthcare AI models
The control point for AI agents at work.
Ship software faster with portable, self contained virtual machines.
The agent-native AWS
An open-source operating system for reliable long-running agents
The first wearable that reads your emotions to enhance your EQ.
Design your home instantly with AI
AI Go-To-Market agents for B2B teams
AI native Palantir for mid market.
The IDE for the AI Agents Era
Agentic OS for e-commerce operations
The agentic AI platform for higher education ($4.5M cARR in 4 weeks)
AI sublet marketplace for GenZ. $6.5M in requests/mo, 40% MoM. Repeat founders, backed by GC
AI caretaker for seniors
derivative layer for prediction markets
Give your company the knowledge it deserves
Record how you work and turn that into agents
Infra for enterprise voice agents.
The AI Workforce for Building Materials Distribution. Built by lifelong friends from xAI, Google, and McKinsey.
Let software users build new features with our in-app AI agents
AI-native land-use permit management for local gov
Agents that own the work
We give AI agents realtime web context.
AI-powered SMS assistant for deskless workers.
Biopesticides that are safe for humans and bees.
The brand layer for agents.
Marketplace for AI agents to hire humans.
Predicting human response to drugs in clinical trials
AI-powered mastery learning for K-12
Data for computer-use ai
AI coordination software for allied defense.
AI recruiters for staffing agencies
Cancer screening without barriers
Autonomous services for humanity.
Agentic hiring marketplace
Automating open-ended research.
Submarine drones for defense
The Autonomous software engineer
Company brain that powers your AI employees
Product analytics for teams building conversational agents
The proactive AI data analyst
The Identity Gateway for AI Agents
Adaptive data transfer optimization for high-performance infrastructure, Berkeley CS founders.
AI for every workflow inside a credit team
Training human brain cells for AI compute
The secure research brain for accelerating R&D
Phone Numbers for AI Agents
The open source alternative to Claude Cowork
AI scientists to discover materials for the semiconductor industry.
Agents for Enterprise IT
Staging Environments for Enterprise AI Agents
We make the most compact nuclear reactors
AI operating system for trial lawyers; Harvard CS + lawyer founders; $210K ARR in 3 months.
Self updating wiki for your coding agents
A nervous system for physical AI
A security engineer in your team
We match you with jobs and apply automatically
Log compression for agents.
Live alerts for anything happening in the world.
Agent native workspace for heavy parallel workflows on the web
The private AI that runs your life before you ask.
AI-native credentialing and contracting for healthcare
We find new matter opportunities for corporate law firms.
AI camera that turns photos into personal apps. Ex-Snapchat founders with multiple previous exits.
We're building robot birds for surveillance.
Rocket cargo delivery to contested environments
Making aerospace parts faster and cheaper for defense
Replaces title searchers and closes property deals
US stock perps for Indian traders
Machine intelligence for American Welding
The marketplace for licensing likeness for content & usage
Company Brain.
AgentRel — Devrel For Agents
The new interface for investing.
Team chat to command all your company's coding agents
The improvement loop for AI agents
AI Event Manager for in-person events
AI-native recruiting agency
AI for Workforce Intelligence & Planning (2x founder who raised $80M, F500 customers)
debit cards for AI agents.
The world's frontier hacker for AI agents.
The AI-native McKinsey
Autonomous medical billing
The control plane for agent-native work.
AI coworker for marketing teams at the largest consumer brands
TikTok for User-generated Games
Suggested cross-tool automations that run in one-click in background
Healthcare for the age of abundant intelligence.
The runtime layer that makes AI agents cheaper and more reliable
The AI-Native Decision Infrastructure for Health Insurance
Predictive intelligence for social commerce, $450k ARR
Run an async work trial on every engineer you interview.
World models for agents
Autonomous construction on Earth and beyond
ZeroDrift makes every message compliant before it's sent. 2x founder (raised $50M). $150K ARR, 50%+ MoM
Energy world models that fix energy waste before it becomes expensive.
We're building the first continuous hormone monitor.
The IDE for Investors
Run any coding agent harness in the cloud
Where drug teams run their entire program, discovery to FDA approval
robots & software for farms
Fix ATC by connecting aircraft to the internet
The autonomous back-of-house for restaurants.
Agentic data layer for manufacturing & process industries.
We help contractors dig safer with 3D maps of underground…
AI FDEs to make your B2B SaaS Go Live in Days, not Months
Verification & alignment infra for AI decisions. MIT / BU team, design partnerships with Accenture, Dropbox, and Vercel.
Code review platform for humans and agents
The future of serialized storytelling. $0->$32K/mo since Jan with ~1 day ROAS breakeven
Agents that renew and expand six and seven-figure enterprise software
AI that books meetings for you
Unlocking the next one billion specialized models
Humanoid robot platform for builders.
Autonomous Runtime Security
Create & play AI games with friends
The extensible IDE for coding agents
Proactive revenue agents that move enterprise deals forward
Agents that drive customer success
Give your AI agents email, phone, iMessage and an internet address
Unified organizational context for agents and humans
Hera automates mechanical design reviews to catch thousand dollar…
AI Health Assistant for Chronic Illness
Creating "Games Worth Sharing". Our team were leads on 8 different $1B/year games
Robotic pitstops for self-driving cars
The AI-Native Commerce Stack
AI agents that interviews every employee to hand context to AI tools.
Real-world training data for frontier AI labs and robotics.
TikTok for AI-native software. 350K+ plays, 10M organic TikTok views, Atari partnership. Ex-Stanford/Google/Tesla, prev #1 App Store.
Rate-locking for stablecoin FX. $2M/mo processing, 100% MoM. Stanford & MIT, ex-Amazon/NASA.
Agents that run short-term rental operations end-to-end
AI-Native Social Platform, Starting with Games
Infrastructure for Physical World AI Agents
Automated evals for robot policies
Construction paperwork that finally works for your team
Make software self-healing
AI-native internal audit firm
The first AI founder: a virtual human who runs his own companies.
Effortlessly deploy cloud software factories.
Intelligence and Machines for Physical Labor
The dental practice that runs itself
The AI-Powered Cardiac Care Team
AI model built for high accuracy deterministic tasks
Local-first least cost routing system to reduce 80%+ token spend
Agents that build personal injury cases
Deployable Physical AI on Any Edge Device.
Autonomous insurance brokerage for small businesses
Autonomous manufacturing for mechanical parts
AI-native materials discovery powered by unpublished experimental data
AI-powered SMS assistant for deskless workers.
The hardware-agnostic operating system for drone defense
Distributed, hardware-agnostic AI inference
Robot lamps that do your chores.
AI voice agent that helps professionals get discovered
The autonomous private AI platform.
AI Operating System for Wholesale Distributors
Real-world sandboxes to test agents and agent-facing software
Database sandboxes for Agents
Collaborative product development with cloud agents
AI for construction wins.
Bridging AI agents and the real world: $0 -> $710K cARR in 5 weeks
Unlock wasted GPU capacity.
We help software companies get discovered and used by AI agents
Modern - the ServiceNow killer
Agentic operating system for auto repair shops
AI Native Shopify
Marketing campaigns from everything your team ships
Correct by construction AI training data
Human Intelligence for Robots
Fast-turn, American made PCBs
Scale AI scientists whose own breakthroughs accelerate the next.
Computer Use Agents for back offices in finance
An interactive AI video generation and editing platform
AI Agents for Railways. ex Toma (a16z), Waterloo, UBC
Agentic payroll
Making robots safe
AI nutrition coach in your pocket
AI Native Sourcing Broker For Overseas Manufacturing
Test your app with AI, catch bugs before users do
The spend control layer for AI agents
The growth infrastructure for the autonomous business
iMessage infrastructure for business
AI Employee for Manufacturing Operations
The Intelligence Layer for Manufacturing.
Satellites for Manufacturing in Space
AI Employees for Accounting
Evaluating robots in the real world.
Agentic chip design with ultrafast feedback loops
Reliable and safe data engineering and data science agents
Counter Drone Systems. $1.6m sales. We delivered for the DoW.
The human-in-the-loop system for robots
The Authorization Layer for AI Agents
The foundational memory for Enterprise General Intelligence.
Patreon for AI Originals
Build and run internal agents, without managing the infrastructure
Prime brokerage for prediction markets
Measure freight with security cameras
The computer-use agent that doesn't break on real software. We will…
The Agent Collaboration Layer for Enterprises
24/7 Personal Health & Longevity Companion
Modernize ERP Implementations with AI
AI Operations Partner for Enterprise Order to Cash
Killing LinkedIn with Agents, from the founding team of HootSuite. $2.5M contracted rev
Manufacturing the future of autonomous swarm warfare.
Turns every company into a data vendor
Personalized AI audio. Harvard CS, Stanford AI PhD, ex-Amazon Podcasts founding engineer.
Near-real-time video infrastructure for LLMs
Turn agents into lifelike video calls with the word's best AI avatars
Liability insurance for AI Agents. You deploy agents, we cover you.
Agent harnesses for asset managers
Collaborative AI app builder for teams
Make websites improve themselves.
OpenRouter for voice AI
Armature builds, monitors and optimizes products' Agent Experience.
Vanta for physical products
AI Workforce for Accounting Firms to Grow Revenue and Margins
Agent-native research and simulation platform for investors
Automating Government Workflows, starting with FOIA
Property-Level Natural Disaster Risk Modeling
AI-native patient engagement
Effortlessly move to open weight models
Helping your company find 10x engineers.
AI-native OS for Real Estate Brokerages
Emotive foundation voice models
Hedge fund where AI researches and executes every trade end-to-end
The Intelligence layer for Drug Manufacturing
The autonomous ERP for every manufacturer
AI infrastructure to run R&D tax claims and CapEx
AI-native platform for wealth managers
Turn manual workflows into AI agents
AI-Native Home Care Agency
Persistent & powerful cloud VMs from your CLI
Solving AI pricing
AI-run consumer brands
Financial infrastructure of fandom. Ex-Spotify Global Head of Music + Avicii's manager.
Robotic arms that pick and pack your orders.
AI Takeoffs for Concrete
Applied AI Research Lab for Financial Institutions | Founded by ex-Citi, YC founders
AI mobile app that helps factory technicians fix broken machines
Human experts as API for AI Agents
Ex. OpenAI, Palantir, Sandia Labs building the AI operating system for consulting firms
24/7 AI Agent for Sports. From sports content to action, instantly. Built by the founder of Caviar
Applied AI Lab for Real Estate. $12M annualized revenue run-rate.
The AI-native observability platform for fast-moving engineering teams
Automated infrastructure for modern commercial lenders.
We build the world's largest library of real-world business workflow…
AI Back-Office Automation for Commercial Lenders
The P&L for knowledge work
No-code AI that learns your business and self-creates automations.
Kugel is an on-prem Voice AI model supporting 30+ languages
Unlocking enterprise data for tomorrow's economy
Control and Monitoring of Industrial Operations
AI for fintechs & banks
Simulations of real people for market research
AI-Native wholesale insurance company
AI coach for athletes with real lives and epic goals
AI for Construction's Back Office.
Lovable for internal tools
AI-native operating system for long term care providers
Fast, smart, accessible 3D ultrasound that anyone can use
Autonomous operations for industrial distributors
AI Bloomberg Terminal built for Healthcare (and beyond)
Function Health for Pets.
AI Retention Platform for Subscription Companies. $3M ARR
Agents that automate research for institutional investors
Scale marketing campaigns across hundreds of personas
Extend cloud sandboxes with iOS, Android and more
We help manufacturers find suppliers for industrial equipment.
The most accurate financial agents for reporting
Tolmo is the AI security platform that secures every layer of cloud…
The AI mobile wallet that replaces Apple Pay
The Observability Layer for Robotics
AI voice agents for on-prem telephony stack.
Plena is the AI operating system for specialty medical practices
Human as API for robots
We turn waste gases into valuable supply-secure chemicals
AI water leak detection for buildings
Your coding agent writes code. Now let it fix prod too.
AI autonomous bankers
AI-native orchestration for physical R&D testing
AI workforce for heavy vehicle mechanics. Two 2x founders who raised $200M and $75M prev
Test policies before they launch.
Monitoring and learning layer for long-running agents
Scalable windows desktop automations
AI Customer Support for Fortune 500-scale enterprises
Distributed runtime for AI workloads at scale
AI-native consulting to map and automate business processes
AI Infrastructure for the Adaptive Web. $600K ARR in 3 months
Enterprise AI workflow enablement built by an ex-Cash App, Lyft, Google, and MIT PhD team
The translation layer between AI agents and the web
The financial operating system for the companies building the future.
Legora for physical engineering firms
The bespoke operating system for manufacturers and distributors.
We deploy robots for inspections in hazardous spaces, like nuclear.
Building Autonomous Research Agents for Trading
A knowledge company
The agentic OS for medical labs
Runtime security for AI that self-improves
Context Infrastructure for Enterprise Finance | The new operating model for understanding the why behind every number.
The only HSA/FSA agent that saves you money. 2x founder ($50M ARR, $50M raised) and VP of Product @ Weight Watchers
communication for agents
Helping companies understand why users behave the way they do
Your AI Native Compliance team
Automating Corporate Compliance, Worldwide
AI-powered gifting for customer acquisition and retention
AI that turns your product into on-brand marketing content
Monitoring and governance for deployed medical imaging AI
The AI Quant: Autonomous Alpha Engine for Funds and Traders.
Autonomous robots for solar farm construction
Programmable DNA drug destroying all cancers, unlocking 80% of targets
Forward-deployed AI Agents
The intelligence layer for drones
AI-native Accounting & Finance Firm for Regulated Industries
Builders of the first AI-native government affairs firm.
The First AI Revenue Engine Built for the Physical Economy.
Institutional infrastructure for prediction markets
AI-native CRO for clinical trial operations
The Agentic ERP for supply chain operations
Track drones and missiles without radars - Accurate, Passive, Scalable
Drone swarm defence at a small-unit level
The AI procurement agent for agriculture. 800k acres, representing $8M in potential revenue, in 45 days.
AI chips for ultra-fast model training and inference
AI primary care doctor
Agents that move money, trade stocks, and file taxes.
Autopilot for Flight Operations
AI Agent for Therapists
AI Context layer for all Enterprise GTM work (ex-Databricks, Coinbase team, $4m pipeline)
Browser Layer for AI agents
Vanta for hardware
The last agent your company will ever need.
Behavioral intelligence infrastructure for anti-fraud
Building for the 2.7B frontline workforce with no modern training infrastructure
The commerce intelligence layer for e-commerce brands that sell more with AI
Low-cost, mass-producible defense systems
AI Reservation System for Restaurants
RF test equipment for next-gen spacecraft, drones, and cellphones
The AI workforce for construction.
AI Scheduling for Short Haul Trucks
AI-Native FDA Regulatory Services
AI agents to run primary healthcare operations
AI-Native Customs Brokerage
AI Agents for Analog Circuit Design
Autonomous Customer Operations
Hyper-efficient coolers for data centers
AI-native ERP for manufacturers
AI Workforce for Tax Firms from ex Airbnb, Intuit team
AI-native actuary enabling self-insurance for corporations
AI Operating System for Clinical Development
The AI Agent Insurance Carrier
ValCtrl is building the only intelligent prediction market
Social messaging platform where friendships feed virtual pets. >240K DAU and >45% D90 bounded retention
AI Agents for Small Businesses
Computer use agents to deploy enterprise marketing campaigns
Consumer simulations for CPG market research
Mass-produced AI strike systems and Counter-UAS
Construction Cost Intelligence.
The AI-native trading company: China factory-direct for US importers
Living AI native ad infrastructure, integrating into AI platforms with 6M+ DAUs
Control lab instruments with natural language.
Boutique Hotels that run themselves
AI Agents for Property Management
Disrupting consumer cybersecurity -- founded by prev cyber and gaming co execs
The AI-native system for easy & reimbursable care coordination. ex Garner Health, McKinsey team. 7 live facilities, $7M projected revenue
Optimized medical device purchasing for independent providers
Make your field service company AI-native
The AI Operating System Powering Modern Debt.
Company brain every AI-native enterprise runs on