Meticulous vs Stably AI

Side-by-side comparison of AI visibility scores, market position, and capabilities

Stably AI leads in AI visibility (72 vs 38)
Meticulous logo

Meticulous

EmergingInfrastructure

IT Operations

Automated end-to-end test generation from real user session recordings; $1M revenue with April 2025 M&A offer for zero-effort visual regression testing competing with Playwright and Percy.

AI VisibilityBeta
Overall Score
D38
Category Rank
#62 of 68
AI Consensus
52%
Trend
up
Per Platform
ChatGPT
31
Perplexity
32
Gemini
32

About

Meticulous is a London-based test automation company that automatically generates end-to-end browser tests by recording actual user sessions — capturing real user flows through a JavaScript SDK installed on the application, then automatically generating and maintaining visual screenshot tests that detect UI regressions without requiring developers to write or maintain test code manually. Founded in 2021, Meticulous achieved $1 million in revenue in 2024 and received an undisclosed M&A acquisition offer in April 2025, serving web development teams and QA engineers who want automated visual regression testing with zero test writing effort.

Full profile
Stably AI logo

Stably AI

LeaderInfrastructure

IT Operations

SF YC AI test automation at $1M ARR Dec 2024 with 5 employees; ex-Google/Uber founders with self-healing tests that auto-repair when UI changes helping OpenArt scale to $16M ARR competing with Mabl for zero-flakiness CI testing.

AI VisibilityBeta
Overall Score
B72
Category Rank
#5 of 68
AI Consensus
61%
Trend
up
Per Platform
ChatGPT
73
Perplexity
69
Gemini
64

About

Stably AI is a San Francisco-based AI test automation platform — backed by Y Combinator — reaching $1 million in annual revenue in December 2024 with a 5-person team — providing engineering teams with an AI platform that auto-generates, runs, and maintains end-to-end tests in CI/CD pipelines with zero-flakiness guarantees and self-healing capabilities that automatically repair tests when UIs change, replacing the brittle Playwright and Cypress test suites that break with every UI update. Founded in 2023 by ex-Google Chrome infrastructure engineer Jinjing Liang (CEO) and ex-Uber Safety ML engineer Neil Parker (CTO), Stably enables customers like OpenArt (which scaled to $16M ARR with a 10-person engineering team using Stably) to achieve test coverage without dedicated QA engineers.

Full profile

AI Visibility Head-to-Head

38
Overall Score
72
#62
Category Rank
#5
52
AI Consensus
61
up
Trend
up
31
ChatGPT
73
32
Perplexity
69
32
Gemini
64
48
Claude
81
44
Grok
68

Key Details

Category
IT Operations
IT Operations
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Shared
IT Operations

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.