McAfee vs Grafana Labs

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

McAfee leads in AI visibility (81 vs 45)

McAfee

LeaderSecurity

Antivirus and Security Software

Consumer cybersecurity brand providing antivirus, VPN, and identity protection; McAfee+ emphasizes dark web monitoring and identity theft recovery services.

AI VisibilityBeta
Overall Score
A81
Category Rank
#1 of 5
AI Consensus
60%
Trend
stable
Per Platform
ChatGPT
89
Perplexity
75
Gemini
72

About

McAfee is a consumer cybersecurity company providing antivirus, identity protection, VPN, and privacy management tools to individuals and households globally. The company was originally founded in 1987 by John McAfee as one of the first commercial antivirus software companies, subsequently went through multiple corporate iterations including acquisition by Intel (2011) and spinout, was acquired by private equity firm Symphony Technology Group (STG) in 2021, and has since repositioned entirely as a consumer-focused security brand after STG separated the enterprise business as Trellix.

Full profile

Grafana Labs

ChallengerIT Operations & Observability

Metrics Visualization

Open-source observability leader with $6B valuation; Grafana dashboards plus Loki/Tempo/Mimir stack serving millions of installations as Datadog alternative with community-driven adoption.

AI VisibilityBeta
Overall Score
C45
Category Rank
#1 of 1
AI Consensus
62%
Trend
down
Per Platform
ChatGPT
46
Perplexity
41
Gemini
36

About

Grafana Labs is the company behind Grafana — the world's most widely used open-source observability and data visualization platform — providing the Grafana Cloud managed service, Grafana Enterprise, and a suite of open-source tools including Loki (log aggregation), Tempo (distributed tracing), and Mimir (long-term Prometheus metrics storage). Founded in 2019 by Raj Dutt, Torkel Ödegaard, and Tom Wilkie (the creators of the original Grafana open-source project) in New York, Grafana Labs has raised over $600 million at a $6 billion valuation.\n\nGrafana's open-source project — downloadable and self-hostable for free — has driven extraordinary community adoption: millions of Grafana installations globally power engineering, IoT, and business dashboards at organizations from startups to large enterprises. Grafana's plugin ecosystem connects to 200+ data sources (Prometheus, InfluxDB, Elasticsearch, AWS CloudWatch, databases), making it the universal observability visualization layer. Grafana Cloud packages the open-source tools into a fully managed SaaS offering with unlimited metrics, logs, traces, and dashboards.\n\nIn 2025, Grafana Labs competes in the observability platform market against Datadog, New Relic, Dynatrace, and the ELK/OpenSearch stack for enterprise monitoring and observability. Grafana's open-source-first model creates a moat through developer community and ecosystem — engineers who build personal dashboards on Grafana become advocates for Grafana Cloud at their employers. The company's OpenTelemetry alignment and multi-source data philosophy ("query any data, anywhere") differentiates it from Datadog's monolithic agent model. The 2025 strategy focuses on growing Grafana Cloud enterprise adoption, advancing AI-powered Sift (automatic anomaly investigation), and expanding the Grafana IRM (incident response management) product.

Full profile

AI Visibility Head-to-Head

81
Overall Score
45
#1
Category Rank
#1
60
AI Consensus
62
stable
Trend
down
89
ChatGPT
46
75
Perplexity
41
72
Gemini
36
77
Claude
53
81
Grok
46

Capabilities & Ecosystem

Capabilities

Only McAfee
Antivirus and Security Software
Only Grafana Labs
Metrics Visualization
Grafana Labs is classified as company.

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