Muir Top Recommend Tool by Scope 3 Users

We're proud to share that Muir has been named among the top recommended Scope 3 tools by sustainability practitioners in the Scope 3 Peer Group's 2026 Tools Intelligence Report. This recognition carries particular weight because it comes directly from the people doing the work, 255 enterprise buyers, suppliers, and teams from companies like Dell, Sony, Nestlé, Siemens, Pfizer, and PepsiCo. In a fragmented market where sustainability teams are struggling to navigate the landscape, being singled out by practitioners reflects the customer buy-in at the center of Muir's mission. It's a signal that what we're building is genuinely working for the teams under the most pressure to deliver results.

Muir is the leading provider of scaled, ISO 14067-assured product carbon footprints (PCFs), powered by AI and advanced product modeling. We've already delivered tens of thousands of PCFs for our customers, not as one-off bespoke studies, but as a repeatable, auditable capability that scales with product portfolios of any size. This directly addresses one of the report's loudest signals: buyers want auditable, traceable, granular data at the product and material level, and they want AI that meaningfully reduces manual burden rather than serving as a marketing veneer. That's exactly the gap our platform was built to close.

PCFs are the foundation of any credible decarbonization strategy. Without accurate, granular PCFs, suppliers can't differentiate low-carbon offerings, buyers can't make informed sourcing decisions, and entire value chains stall on spend-based proxies that obscure where emissions actually live. Muir's AI-driven approach makes high-quality PCFs accessible at the scale modern supply chains demand, turning measurement into a launchpad for action rather than a reporting burden. If you'd like to see what scaled, assured PCFs could look like for your organization, book a demo with our team.