Products

Shiplight AI

MCP

The agent-native testing platform.

shiplight.ai Software Development / Testing & Code Quality

AI Benchmark
Monthly visits
33.7K
Down8.2%MoMOct 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$60/mo
Higher than 80% of peersNiche median $20/mo
Creators
Unlinked
No verified creators
Launched
7mo ago
2026-04-22 · Est.

Traffic

Last 12 months
Monthly visitsData through Oct 2026
Events1 marketing move

Marketing moves

Launches, search & content, referrals, promotions

  • Launched on Findly.toolsLaunch

    Shiplight AI is an autonomous testing platform for AI-native teams, offering self-healing, no-code test generation and real-browser UI verification to ensure effortless software quality.

    Apr 22 · 7mo agoLaunch page

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Findly.tools
2026-04-22Source
What engineers like:
Shiplight AI is an advanced AI testing platform specifically designed for AI-native software teams. The platform aims to make quality effortless by providing tools that verify UI changes within a real browser environment. By focusing on durable systems and long-term scalability, Shiplight AI helps teams maintain high standards of software quality without the traditional overhead of manual testing. The platform leverages agent systems and LLM orchestration to automate the testing lifecycle. Users can benefit from AI-driven test generation that requires no coding, allowing for rapid deployment of test suites. These tests are designed to be self-healing, significantly reducing the time spent on manual updates when the user interface evolves. Shiplight AI is built on core values of relentless innovation and customer trust. The infrastructure is designed to handle complex software environments, ensuring that quality remains a craft even as teams scale. By utilizing autonomous testing technology, the platform allows engineers to focus on building features rather than maintaining brittle test scripts. With a vision to build the world’s most powerful software quality platform, Shiplight AI integrates modern AI engineering to solve the challenges of continuous delivery. The system is optimized for teams that prioritize speed and reliability in their development cycles.

MCP Server & Agent Ecosystem

GitHub · MCP / Skill

Agent, MCP & Developer Integration

MCP ServerCLI / SDK
Exposed tool capabilities:
Browser TestingAutomated Test GenerationRegression Testing
Browse all MCP Server products →

Traffic sources

Oct 2026

Traffic breakdown

Channels

  • Direct41%
  • Organic Search33%
  • Referrals11%
  • Social6%
  • Other9%

Countries

  • Vietnam20%
  • United States14%
  • India9%
  • United Kingdom4%
  • Italy4%

Search

Domain authority —Domain registered 2025-06-23

KeywordMonthly volume
vibe coding test230
what is the meaning of ai native and agent native, don't they are same190
testsprite 怎么样 有没有同行业的竞品130
testsprite / shiplight ai110
ai era qa90

Traffic data: Vaneform

Pricing

Public pricing: UnlistedRaw source text; structured plans are extracted after website capture.

Pages & changes

Tracked since 2026-11-08

Key pages

Weekly snapshots

No page snapshots yet. Once followed, home and pricing pages are captured weekly.

    Changes

    No pricing, plan, or positioning changes detected since tracking started.

    Questions & evidence

    How much does Shiplight AI cost?
    The catalog records a monthly entry price of $60. Plan details and current billing terms are not yet available.
    How much website traffic does Shiplight AI get?
    Vaneform estimates 33.7K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
    What is Shiplight AI and what platforms does it support?
    Shiplight AI is catalogued under Testing & Code Quality: The agent-native testing platform.. Supported platforms: MCP Server, CLI / SDK.

    Related products in this category

    Software Development / Testing & Code Quality

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