Automat vs GrowthBook

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

AI visibility is closely matched (44 vs 45)
Automat logo

Automat

EmergingInfrastructure

IT Operations

US YC W23 AI-enabled RPA with ChatGPT computer vision; $19.25M total ($15.5M Series A Nov 2025, $3.75M Initialized/Khosla seed) automating banking/insurance legacy workflows competing with UiPath and Automation Anywhere for AI-native modern RPA.

AI VisibilityBeta
Overall Score
C44
Category Rank
#18 of 68
AI Consensus
51%
Trend
up
Per Platform
ChatGPT
55
Perplexity
49
Gemini
37

About

Automat is a United States-based AI-enabled robotic process automation (RPA) platform — backed by Y Combinator (W23) with $19.25 million in total funding including a $3.75 million seed from Initialized Capital, Khosla Ventures, and Y Combinator, plus a $15.5 million Series A in November 2025 — providing enterprises in banking, financial services, and insurance with AI agents that automate computer-based workflows using ChatGPT-powered computer vision and natural language instructions, positioning as the intelligent modern alternative to legacy RPA tools (UiPath, Automation Anywhere, Blue Prism) that require brittle script-based automation for every workflow variation. Founded in 2023, Automat targets the legacy software replacement opportunity across industries where 30+ year-old mainframe and desktop applications are still required for daily operations.

Full profile
GrowthBook logo

GrowthBook

EmergingInfrastructure

IT Operations

SF open-source A/B testing and feature flagging running statistical analysis on existing data warehouses; YC W22 $5M revenue 2024 warehouse-native competing with LaunchDarkly and Statsig for developer experimentation infrastructure.

AI VisibilityBeta
Overall Score
C45
Category Rank
#57 of 68
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
41
Perplexity
44
Gemini
49

About

GrowthBook is a San Francisco-based open-source feature flagging and A/B testing platform — backed by Y Combinator (W22) — providing engineering teams and product managers with a self-hostable, warehouse-native experimentation system that connects directly to Snowflake, BigQuery, Redshift, Databricks, and Postgres data warehouses to run A/B tests against existing event data without requiring a separate third-party analytics SDK or data pipeline. Founded in 2020 and generating $5 million in revenue in 2024 with a 21-person team, GrowthBook operates under an open-core model (MIT license for the core platform, paid GrowthBook Cloud for the managed option) that has built a developer-first community and significant self-hosted installed base.

Full profile

AI Visibility Head-to-Head

44
Overall Score
45
#18
Category Rank
#57
51
AI Consensus
67
up
Trend
up
55
ChatGPT
41
49
Perplexity
44
37
Gemini
49
51
Claude
38
38
Grok
51

Key Details

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

Capabilities & Ecosystem

Capabilities

Shared
IT Operations

Integrations

Only GrowthBook

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