comma
AI-nativehands free driving for for the car you already have
comma.ai DiscordTravel & Transportation / Vehicles & Mobility
- Monthly visits
- 250.7K
- Down18.5%MoMOct 2026
- Public revenue
- Undisclosed
- No public revenue evidence yet
- Entry price
- $999/mo
- Higher than 91% of peersNiche median $8.995000000000001/mo
- Launched
- 10y ago
- 2016-05-02 · Est.
Traffic
Marketing moves
Launches, search & content, referrals, promotions- Smooth is chill 引用帖 @mrpoproppo: The latest ai model from @comma_ai is really fucking good. In a straight line, it’s very comparable to FSD. Still need to fix navigation though, but damn, is it smoooooooth.
@comma_ai · 2026-11-01 · 90 likes · 1 reposts · 14.7K views
- Would you pay someone to install a comma four in your car?
@comma_ai · 2026-10-30 · 8 likes · 0 reposts · 8,175 views
Traffic sources
Traffic breakdown
Channels
- Direct43%
- Organic Search38%
- Referrals11%
- Social7%
- Other1%
Countries
- United States68%
- South Korea9%
- Taiwan5%
- United Kingdom5%
- Canada3%
Search
Domain authority —Domain registered 2017-12-16
| Keyword | Monthly volume |
|---|---|
| comma ai | 15K |
| openpilot | 6,430 |
| comma 4 | 2,090 |
| comma openpilot | 2,000 |
| comma ai compatibility | 1,550 |
Traffic data: Vaneform
Pricing
Trial: Every comma four comes with a 30-day money back trial. · 1 paid tier ($999) · Observed 2026-11-03 · Source page
Entry price $999/mo, Higher than 91% of peers; “Vehicles & Mobility” median is $8.995000000000001/mo.View pricing benchmark
Pages & changes
Key pages
Weekly snapshotsChanges
Design
Minimal Monochrome (Dark canvas, balanced density) featuring split copy & visual layout and photography / live video visuals.
First-screen preview · click to zoom
First-screen pitch & conversion flow
“hands free driving for the car you already have”
Split Copy & Visual hero structure paired with start free / sign up CTA and user count, rating, or key metrics.
Conversion path: Split Copy & Visual + Photography / Live Video → Start Free / Sign Up · Trust bar: User Count, Rating, or Key Metrics
- Pain Relief & Replacement
- Metrics Strip
- Customer Logo Wall
Palette · click to copy
- Typography
- 8.0
- Color & Contrast
- 8.0
- Layout & Spacing
- 8.0
- Craft & Polish
- 8.0
- Distinctiveness
- 7.0
Structure
- Fonts
- Inter
- Hero layout
- Split Copy & Visual
- Primary visual
- Photography / Live Video
- Conversion CTA
- Start Free / Sign Up
- Social proof
- User Count, Rating, or Key Metrics
- Navigation
- Full-Width Top Bar
- Theme & density
- Dark · Balanced
- Corners & depth
- Sharp · Hairline borders
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Minimal Monochrome (with Enterprise Clean)
Monochrome palette with a single accent color, hairline dividers, and generous whitespace.
## Design Tokens
```css
:root {
--background: #121416;
--surface: #e6e6e6;
--foreground: #ffffff;
--muted-foreground: #c8c8c8;
--accent: #b6ff00;
--radius: 0px;
--font-heading: "Inter", ui-sans-serif, system-ui, sans-serif;
--font-body: "Inter", ui-sans-serif, system-ui, sans-serif;
}
```
Color area ratio: Background #121416 (~62%) · Surface #E6E6E6 (~8%) · Text #FFFFFF (~12%) · Muted Text #C8C8C8 (~10%) · Accent #B6FF00 (~8%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.
## Layout & Conversion Structure
- Hero layout: Split Copy & Visual
- Navigation: Full-Width Top Bar
- Theme & density: Dark · Balanced
- Border radius & elevation: Sharp; no drop shadows—separate layers with hairline borders and whitespace
- Primary visual medium: Photography / Live Video
- Conversion CTA: Start Free / Sign Up · Trust bar uses User Count, Rating, or Key Metrics
- Headline hook: Pain Relief & Replacement
- Hero components: Metrics Strip, Customer Logo Wall
- Spatial layout notes: Split Copy & Visual hero structure paired with start free / sign up CTA and user count, rating, or key metrics.
- Visual summary: Minimal Monochrome (Dark canvas, balanced density) featuring split copy & visual layout and photography / live video visuals.
## Avoid
- Multi-stop neon gradients
- Heavy drop shadows
- More than one competing accent color
Implement the UI following the design tokens and layout specifications above: use only these color variables, and reserve the accent color strictly for primary actions and active states. Adopt only this visual style—never copy any reference product’s brand name, logo, copy, or imagery.
Questions & evidence
- How much does comma cost?
- comma four: $999/once. Observed 2026-11-03. Check the source for current billing terms, usage limits and taxes.Source
- How much website traffic does comma get?
- Vaneform estimates 250.7K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
- What is comma and what platforms does it support?
- comma is catalogued under Vehicles & Mobility: hands free driving for for the car you already have. Supported platforms: Web.
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