Trunk

trunk.io Developer Tools

AI Score

Trunk — a leading Developer Tools solution.

Does ChatGPT recommend Trunk? Is Trunk good according to AI? We track how ChatGPT, Gemini, Claude, and DeepSeek mention Trunk across hundreds of real prompts to calculate an AI visibility score. With a score of 37/100, Trunk has moderate AI visibility — there's room to improve.

ChatGPT

Gemini

Claude

DeepSeek

Mistral

17%

Mention Rate

Positive

Negative

Scans

Data from official APIs. AI responses vary by context. Scores based on 1 scan. Our methodology →

AI Visibility Trend

ataiva.com

Mention Rate by Engine

ataiva.com

Sentiment Breakdown

ataiva.com

✅ What AI Says Is Good

Strong developer community
Excellent documentation
Good CI/CD integration

⚠️ What AI Says Needs Work

Can be complex for beginners
Pricing at enterprise scale

🏆 Competitors AI Mentions

Snyk Crossplane DeepSource v0 Mintlify Docs

🔗 Sources AI Cites

https://trunk.io

🤖 AI Readiness Score

How prepared is Trunk for AI-driven discovery?

/ 100

✅

llms.txt

✅

Schema.org

✅

AI Crawlers

❌

FAQ Schema

—

Citations

✅

Reddit (10)

Last crawled: Apr 24, 2026

🤖 robots.txt AI Bot Rules

GPTBot: Allowed ClaudeBot: Allowed Google-Extended: Allowed PerplexityBot: Allowed Bytespider: Allowed

📋 Schema.org Markup

WebSiteOrganization

🔍 Google AI Overviews Coming Soon

We're building Google AI Overview tracking — see if Trunk appears in Google's AI-generated answers. Get notified →

💬 Reddit Mentions

📄 llms.txt

Trunk has an llms.txt file (4.9 KB) with sections:

View contents

# Trunk

> CI reliability platform that helps engineering teams detect flaky tests, accelerate merges, and keep CI green. Founded in 2021. SOC 2 Type II certified.

- Last updated: 2026-03-12
- Full version: https://trunk.io/llms-full.txt

Trunk eliminates two critical bottlenecks in software development: flaky tests that erode CI reliability, and merge conflicts that slow down code delivery. The platform serves DevEx, DevOps, and engineering teams at companies like Brex, Faire, Metabase, Zillow, and CockroachDB.

## Docs
- [Full Documentation](https://docs.trunk.io/llms.txt): Complete platform documentation covering Merge Queue, Flaky Tests, setup, administration, and API references

## Core Products
- [Flaky Tests](https://trunk.io/flaky-tests): Automatically detect, quarantine, and eliminate flaky tests across any language, test runner, and CI provider. Features AI-powered failure analysis, auto-quarantine during CI runs, ticketing integrations (Jira, Linear), PR comments, Slack alerts, and webhooks.
- [Merge Queue](https://trunk.io/merge-queue): Enterprise merge queue with anti-flake protection, intelligent batching (up to 100 PRs), parallel queue lanes, auto-bisection on failure, predictive testing, priority merging, and stacked PR support. Tests every PR against latest main.

## Pricing
- [Pricing](https://trunk.io/pricing): Free tier (up to 5 committers, 5M test spans/month), Team tier (unlimited committers, merge queue, multi-CI support), Enterprise tier (SAML, on-premise, volume discounts, custom integrations)

## Integrations

### Merge Queue Build Systems
- [Merge Queue + Bazel](https://trunk.io/merge-queue/trunk-merge-and-bazel): Dynamic parallel queues powered by Bazel dependency graph
- [Merge Queue + Nx](https://trunk.io/merge-queue/trunk-merge-and-nx): Dynamic parallel queues powered by Nx project graph

### Supported Test Frameworks
- [Pytest](https://trunk.io/testing/pytest), [Playwright](https://trunk.io/testing/playwright), [Cypress](https://trunk.io/testing/cypress), [Vitest](https://trunk.io/testing/vitest), [Mocha](https://trunk.io/testing/mocha), [Jasmine](https://trunk.io/testing/jasmine), [Karma](https://trunk.io/testing/karma), [RSpec](https://trunk.io/testing/rspec), [Minitest](https://trunk.io/testing/minitest), [PHPUnit](https://trunk.io/testing/phpunit), [Maven](https://trunk.io/testing/maven), [Bazel](https://trunk.io/testing/bazel), [Cargo Nextest](https://trunk.io/testing/cargo-nextest), [Go (gotestsum)](https://trunk.io/testing/gotestsum), [Go (junit-report)](https://trunk.io/testing/go-junit-report), [XCTest](https://trunk.io/testing/xctest), [Swift Testing](https://trunk.io/testing/swift-testing), [Android](https://trunk.io/testing/android), [Unittest](https://trunk.io/testing/unittest), [Cucumber](https://trunk.io/testing/cucumber)

## Comparisons

- [Trunk vs GitHub Merge Queue](https://trunk.io/trunk-vs-github-merge-queue): Trunk's parallel lanes architecture validates independent changes concurrently inst…