Applied Intuition vs Lightwheel
Applied Intuition vs Lightwheel, compared side by side on 16 data points: what each one does, how big it is, what it has raised, the tech running each site, and what users report. We score both out of 100 on traction, team and visibility: Applied Intuition is on 64/100 and Lightwheel on 62/100.
Where each one leads
Applied Intuition
- agent readiness: 53/100 against 36/100
- domain rating: 66/100 against 40/100
- headcount: 1,360 against 46
- funding raised: $1.2B against $158M
Lightwheel
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Applied Intuition | Lightwheel |
|---|---|---|
| What it is | Vehicle intelligence platform accelerating the adoption of safe, AI-driven autonomous machines. | Simulation-first platform for embodied AI: SimReady assets, synthetic + egocentric human data, evaluation tools for robot foundation models. |
| Category | Autonomous Vehicles, AI, Simulation, SaaS | Robotics, Physical AI, Synthetic Data Generation, Computer Vision |
| Sells toBusiness model | Not published | B2B |
| Offering | Not published | Platform |
| Founded | 2017 | 2022 |
| Headquarters | Mountain View, United States | Santa Clara, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Applied Intuition | Lightwheel |
|---|---|---|
| Employees | 1,360 | 46 |
| Headcount growthLast 12 months | Not published | +406.6% |
| Total funding | $1.2B | $158M |
| Latest round | Series F | Series A |
| Valuation | Not published | $1.0B |
| LinkedIn followers | Not published | 7,153 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Applied Intuition | Lightwheel |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 64/100 | 62/100 |
| Traction | 60/100 | 57/100 |
| Team | Not published | 60/100 |
| Community | Not published | 15/100 |
| Search visibility | 46/100 | 35/100 |
| Quality | 84/100 | 70/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (53/100) | F (36/100) |
| Domain ratingLink authority, 0-100 | 66/100 | 40/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Applied Intuition | Lightwheel |
|---|---|---|
| Hosting | Vercel | Not detected |
| CDN | Vercel | Not detected |
| Frameworks | Next.js, Tailwind CSS | Next.js, Tailwind CSS |
| Analytics | Google Analytics 4 | Google Tag Manager |
Applied Intuition vs Lightwheel: common questions
Which is better, Applied Intuition or Lightwheel?
On our 0-100 score Applied Intuition rates higher (64/100 against 62/100). The score weights traction, team, visibility and profile completeness, so it reflects company strength rather than which product suits you. We compare the two on 16 data points above: read the rows that match what you are buying for.
How do Applied Intuition and Lightwheel compare on the numbers?
Applied Intuition leads on agent readiness (53/100 against 36/100), domain rating (66/100 against 40/100), headcount (1,360 against 46), funding raised ($1.2B against $158M).
Read the full Applied Intuition review and pricing or the Lightwheel review and pricing. You can also browse other Applied Intuition alternatives we track.