SupplyShift vs Grafana Labs

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

AI visibility is closely matched (46 vs 45)
SupplyShift logo

SupplyShift

ChallengerSupply Chain

Supply Chain Sustainability

Santa Cruz-based supply chain sustainability platform founded in 2013; helps brands collect ESG data from suppliers, score performance, and manage labor, environmental, and diversity risks.

AI VisibilityBeta
Overall Score
C46
Category Rank
#1 of 2
AI Consensus
53%
Trend
up
Per Platform
ChatGPT
44
Perplexity
57
Gemini
42

About

SupplyShift is a Santa Cruz, California-based supply chain sustainability platform that helps companies collect, analyze, and act on sustainability and ESG data from their supplier networks. Founded in 2013, SupplyShift provides a digital supplier engagement platform that enables brands and manufacturers to send tailored sustainability questionnaires, collect supplier-reported data, score and benchmark supplier performance, and build risk heat maps across their supply chains. The platform covers a range of ESG topics including labor rights, environmental impact, ethical sourcing, and diversity and inclusion, with assessment templates aligned to global standards including the UN Sustainable Development Goals, Sedex, and industry-specific frameworks.\n\nSupplyShift's collaboration model emphasizes supplier engagement and improvement over pure compliance auditing. Rather than treating suppliers as subjects of one-directional data demands, the platform includes tools that help suppliers understand their scores, benchmark themselves against peers, and access educational resources to improve their sustainability performance over time. This capacity-building approach is intended to create genuine supply chain improvement rather than checkbox compliance, and has resonated with companies that want to demonstrate real-world ESG impact to investors and customers rather than just documenting risk disclosure.\n\nSupplyShift has built a network effect through its shared supplier database, which reduces data collection burden when multiple brands use the platform with the same supplier—the supplier can complete their profile once and share it across multiple customer requests, reducing survey fatigue. The company serves customers across technology, consumer goods, retail, and food sectors. SupplyShift competes with EcoVadis, Sedex, and TrusTrace in the supplier sustainability assessment market, differentiating on platform flexibility, supplier development focus, and the shared supplier data network that reduces collection friction.

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

46
Overall Score
45
#1
Category Rank
#1
53
AI Consensus
62
up
Trend
down
44
ChatGPT
46
57
Perplexity
41
42
Gemini
36
41
Claude
53
56
Grok
46

Capabilities & Ecosystem

Capabilities

Only SupplyShift
Supply Chain Sustainability
Only Grafana Labs
Metrics Visualization
Grafana Labs is classified as company.

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