Workit Health vs Rollbar

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

Workit Health leads in AI visibility (63 vs 55)
Workit Health logo

Workit Health

ChallengerMental Health Tech

Addiction Treatment

Virtual addiction treatment platform for alcohol and opioid use disorder, Ann Arbor MI, raised $118M+. Combines medication-assisted treatment with digital coaching.

AI VisibilityBeta
Overall Score
B63
Category Rank
#1 of 1
AI Consensus
56%
Trend
up
Per Platform
ChatGPT
57
Perplexity
59
Gemini
73

About

Workit Health is an Ann Arbor, Michigan-based virtual addiction treatment company founded in 2015 that provides evidence-based treatment for opioid use disorder (OUD) and alcohol use disorder (AUD) through a telehealth platform. The company has raised over $118 million and operates in multiple US states, delivering medication-assisted treatment (MAT) including buprenorphine prescribing alongside behavioral health coaching and peer support — all accessible from a member's smartphone.\n\nWorkit Health's model addresses the primary barriers to addiction treatment: stigma, geographic access, and cost. By delivering care via telehealth, the platform reaches patients in rural areas and communities where addiction specialists are scarce. The company accepts Medicaid in multiple states, making treatment accessible to lower-income patients who are disproportionately impacted by the opioid crisis. Clinicians on the platform conduct initial assessments by video, prescribe medications electronically, and monitor patient progress through regular virtual check-ins and app-based engagement tools.\n\nThe platform includes a structured digital program with skills-based modules covering triggers, coping strategies, and recovery maintenance, delivered alongside clinical care. Workit Health competes with Bicycle Health, Ophelia, and Boulder Care in the virtual MAT market. The company has expanded to serve employers and health plans as well as direct consumers, positioning it as both a consumer-facing addiction recovery resource and a value-based care solution for payers managing high-cost substance use disorder populations.

Full profile
Rollbar logo

Rollbar

ChallengerDeveloper Tools & Platforms

General

Real-time error monitoring platform capturing production exceptions with full stack traces; intelligent error grouping and priority scoring competing with Sentry for developer debugging tools.

AI VisibilityBeta
Overall Score
C55
Category Rank
#111 of 1158
AI Consensus
70%
Trend
stable
Per Platform
ChatGPT
48
Perplexity
53
Gemini
49

About

Rollbar is a real-time error monitoring and debugging platform that captures software exceptions, stack traces, and user context from web and mobile applications — enabling developers to identify, prioritize, and resolve production bugs faster by providing the full context needed to reproduce and fix errors. Founded in 2012 by Brian Rue, Sergei Grunin, and Cory Virok in San Francisco, Rollbar has raised approximately $17 million and serves developers and engineering teams at thousands of companies as an alternative to more expensive enterprise error monitoring tools.\n\nRollbar's SDK captures uncaught exceptions and manual error reporting in JavaScript, Python, Ruby, PHP, Node.js, Java, iOS, and Android applications, sending error data with full stack trace, user session information, request headers, and custom context to the Rollbar dashboard. The intelligent grouping engine consolidates similar error instances into single items rather than flooding the dashboard with duplicates, and priority scoring surfaces the most impactful errors (by frequency and number of users affected) at the top.\n\nIn 2025, Rollbar competes in the error monitoring market against Sentry (the leading open-source alternative with larger community adoption), Bugsnag (acquired by SmartBear), Datadog Error Tracking, and New Relic Errors Inbox. The error monitoring category has seen commoditization as broader observability platforms (Datadog, New Relic) have added error tracking as features within their comprehensive monitoring suites — making it harder for pure-play error monitors to justify standalone subscription fees. Rollbar's 2025 strategy focuses on its AI-assisted debugging capability (Rollbar AI analyzes stack traces and suggests likely fixes), growing its developer community adoption, and offering better pricing for small teams relative to enterprise-focused competitors.

Full profile

AI Visibility Head-to-Head

63
Overall Score
55
#1
Category Rank
#111
56
AI Consensus
70
up
Trend
stable
57
ChatGPT
48
59
Perplexity
53
73
Gemini
49
59
Claude
60
54
Grok
49

Capabilities & Ecosystem

Capabilities

Only Workit Health
Addiction Treatment

Integrations

Track AI Visibility in Real Time

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