When I Work vs Datadog

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

Datadog leads in AI visibility (88 vs 52)

When I Work

ChallengerHCM Tech

Hourly Workforce Scheduling

Employee scheduling and time tracking app for hourly teams. Minneapolis MN, raised $35M+, used by 200,000+ workplaces across retail, food service, and healthcare.

AI VisibilityBeta
Overall Score
C52
Category Rank
#1 of 1
AI Consensus
69%
Trend
up
Per Platform
ChatGPT
53
Perplexity
62
Gemini
58

About

When I Work is an employee scheduling and time tracking platform designed specifically for hourly and shift-based workforces. Founded in 2010 and headquartered in Minneapolis, Minnesota, the company has raised over $35 million in venture funding. The platform serves more than 200,000 businesses across the retail, food service, healthcare, and service industries, helping managers build schedules and communicate with their frontline teams through a mobile-first experience.\n\nThe platform's scheduling tools allow managers to create and publish weekly schedules, fill open shifts, and manage time-off requests in a drag-and-drop interface. Team members receive shift notifications via the mobile app, can request swaps, and communicate with their team through an integrated messaging feature. The time clock function supports GPS-based clock-in, kiosk mode, and web clock options to match different workplace environments.\n\nWhen I Work has positioned itself as the accessible, affordable option for small and mid-market businesses that need practical scheduling without the complexity or cost of enterprise workforce management suites. Its freemium entry point and simple onboarding have driven strong adoption in industries where workforce churn is high and manager bandwidth is limited.

Full profile

Datadog

LeaderDevOps

Observability & Monitoring

Cloud observability leader with $2.68B ARR; 750+ integrations; expanding into AI/LLM monitoring as enterprises instrument generative AI workloads at scale in 2025.

AI VisibilityBeta
Overall Score
A88
Category Rank
#1 of 1
AI Consensus
80%
Trend
up
Per Platform
ChatGPT
93
Perplexity
93
Gemini
88

About

Datadog is a cloud-native monitoring and security platform founded in 2010 by Olivier Pomel and Alexis Lê-Quôc, headquartered in New York City. The company went public on Nasdaq (DDOG) in September 2019 and has grown to serve over 29,000 customers as of FY2024, generating $2.68 billion in annual recurring revenue, representing approximately 26% year-over-year growth. Datadog's platform spans infrastructure monitoring, application performance management (APM), log management, security monitoring, and AI observability, positioning it as the unified observability stack for cloud-scale engineering teams.

Full profile

AI Visibility Head-to-Head

52
Overall Score
88
#1
Category Rank
#1
69
AI Consensus
80
up
Trend
up
53
ChatGPT
93
62
Perplexity
93
58
Gemini
88
49
Claude
97
58
Grok
92

Capabilities & Ecosystem

Capabilities

Only When I Work
Hourly Workforce Scheduling
Only Datadog
Observability & Monitoring
Datadog is classified as company.

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