Products

Ito

AI-native

Catch all runtime bugs before merge.

ito.ai Source★ 237Software Development / Testing & Code Quality

AI Benchmark
Desktop
Mobile
Monthly visits
27.9K
Down2.0%MoMSep 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$40/mo
Higher than 70% of peersNiche median $20/mo
Creators
Barron Caster
No social account linkedCo-created with Evan Marshall, Jason Evanish +1 more
Launched
12mo ago
2025-11-06 · Est.

Traffic

Last 12 months
Monthly visitsData through Sep 2026 · Oct 2026 pending
Events22 changes · 6 marketing moves

Marketing moves

Launches, search & content, referrals, promotions
  • Launched on Uneed (#37)Launch

    Ito — AI-powered QA agent that audits pull requests for regressions

    Nov 4 · 10d agoLaunch page

  • Launched on Product HuntLaunch

    AI code review that runs your code

    Aug 13 · 3mo agoLaunch page

    At the time: 33.1K visits/moVisits: next 2 mo -16%
  • Launched on DevHuntLaunch

    Ito — Agentic QA on Every PR with Evidence

    Jun 23 · 5mo agoLaunch page

  • Launched on BetaListLaunch

    Ito – Agentic QA on every PR to catch bugs static analysis misses — Agentic QA on every PR to catch bugs static analysis misses

    Jun 19 · 5mo agoLaunch page

  • Launched on Show HN (10 pts · 8 comments)Launch

    Ito – Code reviews that run code — I'm Evan and I made Ito.ai It's code review that actually runs your code. The result is that it finds more bugs with a smaller false posit…

    Jun 16 · 5mo agoLaunch page

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Show HN
2025-11-06Source
Post excerpt:
Hey HN, I’m Evan, cofounder and CTO of Ito AI. Ito is a voice to intent app that turns what you say into structured text: notes, messages, code, or any text field you’re working in. It’s designed to feel fast, clean, and distraction free. It works on Windows and Mac. Most speech tools are either locked inside closed systems or overly complicated & overly par
Show HN
2026-06-16Source
Post excerpt:
I'm Evan and I made Ito.ai It's code review that actually runs your code. The result is that it finds more bugs with a smaller false positive rate. You get screenshots, videos, and run logs. I built Ito because manual verification sucks and I thought I could automate it. I've been a professional developer for 15 years and now more than ever, I'm just spendin

Open Source & Self-Hosting

GitHub · MCP / Skill
Last commit 2026-05-05
GitHub Stars
★ 237
Forks
44
License
See repository
Primary language
—

Traffic sources

Sep 2026

Traffic breakdown

Channels

  • Direct28%
  • Paid Search20%
  • Social19%
  • Display Ads14%
  • Other19%

Countries

  • United States33%
  • India25%
  • Indonesia13%
  • Thailand7%
  • Brazil6%

Search

Domain authority —Domain registered 2020-03-10

KeywordMonthly volume
gpt astra 6208.9K
ito57.7K
best ai for coding free3,980
glm-5.3-flash free1,470
ito ai450

Traffic data: Vaneform

Pricing

Pro
$40/mo
Unlimited Repositories · 50 Code Reviews included per seat · $1 per additional Code Review
Open Source
Free
Unlimited public repositories

Trial: None · 1 paid tier ($40) · Observed 2026-11-04 · Pricing page

Entry price $40/mo, Higher than 70% of peers; “Testing & Code Quality” median is $20/mo.View pricing benchmark

Pages & changes

Tracked since 2026-07-31

Key pages

Weekly snapshots

Changes

  1. Nov 1 · 13d ago

    Homepage headline (H1) changed to “Catch all runtime bugs before merge.”Positioning

    Type with Your Voice→Catch all runtime bugs before merge.

  2. Nov 1 · 13d ago

    Removed technology: AmplitudeFeatures

    Amplitude→—

  3. Nov 1 · 13d ago

    Adopted technology: Facebook PixelFeatures

    —→Facebook Pixel

  4. Nov 1 · 13d ago

    Removed technology: Google Font APIFeatures

    Google Font API→—

  5. Nov 1 · 13d ago

    Removed technology: Google Hosted LibrariesFeatures

    Google Hosted Libraries→—

  6. Nov 1 · 13d ago

    Removed technology: HTTP/3Features

    HTTP/3→—

Design

First-screen visual analysis & :root CSS

Minimal Monochrome (Light canvas, airy density) featuring centered headline + cta layout and pure typography & geometry visuals.

First-screen preview · click to zoom

First-screen pitch & conversion flow

“Catch all runtime bugs before merge.”

Centered Headline + CTA hero structure paired with start free / sign up CTA and customer / press logo strip.

Conversion path: Centered Headline + CTA + Pure Typography & Geometry → Start Free / Sign Up · Trust bar: Customer / Press Logo Strip

Palette · click to copy

5-D design score7.5 / 10
Typography
8.0
Color & Contrast
8.0
Layout & Spacing
8.0
Craft & Polish
7.0
Distinctiveness
6.0

Structure

Fonts
DM Sans / IBM Plex Mono
Primary visual
Pure Typography & Geometry
Conversion CTA
Start Free / Sign Up
Social proof
Customer / Press Logo Strip
Navigation
Full-Width Top Bar
Theme & density
Light · Airy
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

Monochrome palette with a single accent color, hairline dividers, and generous whitespace.

## Design Tokens

```css
:root {
  --background: #fcfcfc;
  --surface: #eaf3fc;
  --foreground: #151515;
  --muted-foreground: #787878;
  --accent: #087ff5;
  --radius: 0px;
  --font-heading: "DM Sans", ui-sans-serif, system-ui, sans-serif;
  --font-body: "DM Sans", ui-sans-serif, system-ui, sans-serif;
  --font-mono: "IBM Plex Mono", ui-monospace, monospace;
}
```

Color area ratio: Background #FCFCFC (~91%) · Surface #EAF3FC (~1%) · Text #151515 (~5%) · Muted Text #787878 (~2%) · Accent #087FF5 (~1%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.

## Layout & Conversion Structure

- Hero layout: Centered Headline + CTA
- Navigation: Full-Width Top Bar
- Theme & density: Light · Airy
- Border radius & elevation: Sharp; no drop shadows—separate layers with hairline borders and whitespace
- Primary visual medium: Pure Typography & Geometry
- Conversion CTA: Start Free / Sign Up · Trust bar uses Customer / Press Logo Strip
- Headline hook: Pain Relief & Replacement
- Hero components: Customer Logo Wall
- Spatial layout notes: Centered Headline + CTA hero structure paired with start free / sign up CTA and customer / press logo strip.
- Visual summary: Minimal Monochrome (Light canvas, airy density) featuring centered headline + cta layout and pure typography & geometry 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 Ito cost?
Pro: $40/mo; Open Source: Free. Observed 2026-11-04. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does Ito get?
Vaneform estimates 27.9K website visits in 2026-09. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is Ito and what platforms does it support?
Ito is catalogued under Testing & Code Quality: Catch all runtime bugs before merge.. Supported platforms: Web.
Is Ito open source?
Ito has a public repository (https://github.com/heyito/ito) with its source repository published, recording 237 GitHub stars.Source

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