Products

comma

AI-native

hands free driving for for the car you already have

comma.ai DiscordTravel & Transportation / Vehicles & Mobility

AI Benchmark
Desktop
Mobile
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
Creators
Eder Santana
@edersantana· 4,235 followers
Launched
10y ago
2016-05-02 · Est.

Traffic

Monthly visitsData through Oct 2026
Events8 changes

Marketing moves

Launches, search & content, referrals, promotions
  • comma.ai launched on Product HuntLaunch

    comma.ai - make driving chill

    Mar 30, 2021 · 5y agoSource

  • comma.ai launched on Product HuntLaunch

    your dashcam that remembers everything

    Aug 10, 2016 · 10y agoSource

  • comma.ai launched on Product HuntLaunch

    ghostriding for the masses : vehicle automation

    May 2, 2016 · 10y agoSource

Traffic sources

Oct 2026

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

KeywordMonthly volume
comma ai15K
openpilot6,430
comma 42,090
comma openpilot2,000
comma ai compatibility1,550

Traffic data: Vaneform

Pricing

comma four
$999/once

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

Tracked since 2016-05-02

Key pages

Weekly snapshots
comma.ai/ Snapshot 2026-11-04

Changes

  1. Nov 1 · 14d ago

    Homepage headline (H1) changed to “hands free driving for the car you already have”Positioning

    comma 3X→hands free driving for the car you already have

    At the time: 250.7K visits/mo7 concurrent moves
  2. Nov 1 · 14d ago

    Adopted technology: CloudflareFeatures

    —→Cloudflare

    At the time: 250.7K visits/mo7 concurrent moves
  3. Nov 1 · 14d ago

    Adopted technology: Cloudflare Bot ManagementFeatures

    —→Cloudflare Bot Management

    At the time: 250.7K visits/mo7 concurrent moves
  4. Nov 1 · 14d ago

    Adopted technology: Google AnalyticsFeatures

    —→Google Analytics

    At the time: 250.7K visits/mo7 concurrent moves
  5. Nov 1 · 14d ago

    Adopted technology: HotjarFeatures

    —→Hotjar

    At the time: 250.7K visits/mo7 concurrent moves
  6. Nov 1 · 14d ago

    Adopted technology: Open GraphFeatures

    —→Open Graph

    At the time: 250.7K visits/mo7 concurrent moves

Design

First-screen visual analysis & :root CSS

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

Palette · click to copy

5-D design score7.9 / 10
Typography
8.0
Color & Contrast
8.0
Layout & Spacing
8.0
Craft & Polish
8.0
Distinctiveness
7.0

Structure

Fonts
Inter
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.

Related products in this category

Travel & Transportation / Vehicles & Mobility

These products share a catalog category. Compare customer tasks, features and deployment requirements before treating them as alternatives.