AECOM vs Grafana Labs

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

Grafana Labs leads in AI visibility (45 vs 33)
AECOM logo

AECOM

EmergingInfrastructure

General

Dallas global infrastructure consulting (NYSE: ACM) at $16.1B FY2024 revenue with record $24.6B backlog Q3 2025; CEO Troy Rudd 3x market cap growth targeting data center/energy transition competing with Jacobs for complex infrastructure programs.

AI VisibilityBeta
Overall Score
D33
Category Rank
#397 of 1158
AI Consensus
65%
Trend
up
Per Platform
ChatGPT
33
Perplexity
29
Gemini
38

About

AECOM is a Dallas, Texas-headquartered global infrastructure consulting firm — publicly traded on the New York Stock Exchange (NYSE: ACM) — providing public and private sector clients with professional services across the project lifecycle: advisory and program management, planning, design and engineering, and construction management for transportation, buildings, water, energy, and environment infrastructure sectors. In fiscal year 2024, AECOM reported $16.1 billion in revenue with 51,000 employees globally, reaching a record-high total backlog of $24.6 billion in Q3 FY2025 — representing strong pipeline growth driven by US infrastructure bill funding (IIJA), defense and government facility modernization, and data center and energy infrastructure expansion. Under CEO Troy Rudd (since 2020), AECOM's market capitalization has nearly tripled through a strategy focused on high-complexity infrastructure programs. Fortune 500 #291 (2023). AECOM traces its history to predecessors founded in 1910.

Full profile
Grafana Labs logo

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

33
Overall Score
45
#397
Category Rank
#1
65
AI Consensus
62
up
Trend
down
33
ChatGPT
46
29
Perplexity
41
38
Gemini
36
42
Claude
53
42
Grok
46

Capabilities & Ecosystem

Capabilities

Only Grafana Labs
Metrics Visualization
Grafana Labs is classified as company.

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