Emitwise vs Grafana Labs

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

Grafana Labs leads in AI visibility (45 vs 23)

Emitwise

EmergingClimate Technology

Enterprise GHG Management

Emitwise provides enterprise greenhouse gas management software with automated Scope 3 supply chain emissions calculation powered by machine learning.

AI VisibilityBeta
Overall Score
D23
Category Rank
#1 of 1
AI Consensus
60%
Trend
up
Per Platform
ChatGPT
30
Perplexity
29
Gemini
29

About

Emitwise is a climate technology company founded in 2019 in London that has raised $15M to build enterprise GHG management software with a particular focus on automating the most difficult part of carbon accounting: Scope 3 supply chain emissions. The platform uses machine learning to classify procurement spend data into emissions categories, apply appropriate emissions factors, and calculate upstream and downstream emissions at scale without requiring suppliers to provide primary emissions data. This automated spend-based approach enables companies to quickly establish Scope 3 baselines that would otherwise require months of manual data collection. Emitwise integrates with ERP systems including SAP and Oracle to pull spend data automatically and provides supplier engagement tools for collecting primary emissions data from key suppliers over time. The company serves medium and large enterprises in manufacturing, retail, and professional services that have committed to science-based targets and need to address their supply chain emissions. Emitwise has found strong market fit in Europe where regulatory pressure from CSRD and customer expectations are driving corporate investment in Scope 3 measurement capabilities.

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

23
Overall Score
45
#1
Category Rank
#1
60
AI Consensus
62
up
Trend
down
30
ChatGPT
46
29
Perplexity
41
29
Gemini
36
19
Claude
53
16
Grok
46

Capabilities & Ecosystem

Capabilities

Only Emitwise
Enterprise GHG Management
Only Grafana Labs
Metrics Visualization
Grafana Labs is classified as company.

Track AI Visibility in Real Time

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