TrusTrace vs Grafana Labs

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

AI visibility is closely matched (44 vs 45)
TrusTrace logo

TrusTrace

ChallengerSupply Chain

Supply Chain Transparency

Stockholm-based supply chain traceability platform for fashion and apparel brands to map multi-tier supplier networks and prove compliance with global ESG due diligence regulations.

AI VisibilityBeta
Overall Score
C44
Category Rank
#1 of 1
AI Consensus
64%
Trend
up
Per Platform
ChatGPT
46
Perplexity
52
Gemini
51

About

TrusTrace is a Stockholm-based supply chain transparency and traceability platform designed to help fashion, apparel, and retail brands map their supplier networks, collect sustainability data, and demonstrate compliance with global due diligence regulations. Founded in 2017, the company has built a product that addresses the specific traceability challenges of the fashion and textile industry, where supply chains can span dozens of tiers—from fiber and yarn producers through fabric mills, dyehouses, cut-and-sew factories, and logistics intermediaries—and where ESG risks including labor violations, chemical use, and water consumption are distributed across every tier. TrusTrace's platform digitizes supplier onboarding, data collection, and audit management into a connected transparency workflow.\n\nTrusTrace provides brands with a dynamic supplier map that shows the provenance of materials and products at the facility level, along with sustainability scorecards that aggregate supplier-reported data, third-party audit results, and certification status. The platform includes built-in data collection templates aligned with major sustainability frameworks—Higg Index, Social Labor Convergence Program, GOTS, and others—reducing the fragmentation that occurs when brands use multiple portals and spreadsheet processes to gather supply chain data from hundreds of suppliers. Brands can use TrusTrace data to populate mandatory transparency disclosures, consumer-facing product labeling, and investor ESG reports.\n\nTrusTrace has grown its customer base significantly as EU textile regulation has accelerated, including the EU Textile Labelling Regulation, EU Strategy for Sustainable and Circular Textiles, and Digital Product Passport requirements that mandate supply chain traceability for products sold in the European market. The company works with mid-market and enterprise fashion brands primarily in Europe and North America and has built integrations with major PLM, ERP, and sustainability reporting platforms. TrusTrace competes with Sourcemap, Fairly Made, and Fashion for Good in the fashion supply chain transparency segment.

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

44
Overall Score
45
#1
Category Rank
#1
64
AI Consensus
62
up
Trend
down
46
ChatGPT
46
52
Perplexity
41
51
Gemini
36
37
Claude
53
46
Grok
46

Capabilities & Ecosystem

Capabilities

Only TrusTrace
Supply Chain Transparency
Only Grafana Labs
Metrics Visualization
Grafana Labs is classified as company.

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