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Top 10 Best Carbon Footprinting Services of 2026

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Sustainability In Industry

Top 10 Best Carbon Footprinting Services of 2026

Compare carbon footprinting services with a market-research roundup for teams choosing between Deloitte, EY, and Guidehouse options.

19 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy

Carbon footprinting service providers quantify greenhouse gas emissions, validate calculation methods, and turn sustainability data into audit-ready reporting outputs for targets, disclosures, and supplier programs. This comparison helps analysts and operators weigh methodology depth, assurance alignment, and reporting deliverables when selecting a provider for measurement, verification support, and decarbonization planning.

Deloitte is the best choice for enterprises that need managed carbon footprint delivery plus audit-ready documentation, since it emphasizes calculation provenance and decision logs built for assurance workflows, while EcoAct is a strong alternative for teams that want supplier-driven Scope 3 evidence packaged into traceable OCF and PCF calculations.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

Deloitte

Deloitte delivers footprint programs with documented calculation provenance and decision logs designed for assurance readiness workflows.

Best for: Fits when enterprises need managed footprint delivery plus audit-ready documentation for complex boundaries.

2

EY

Editor pick

Assurance-ready evidence assembly paired with boundary setting and emissions factor control during delivery.

Best for: Fits when a reporting-ready carbon footprint needs methodology-led execution and traceable evidence.

3

Guidehouse

Editor pick

Evidence-driven carbon inventory delivery that ties assumptions, calculations, and supplier artifacts into assurance-ready documentation.

Best for: Fits when large organizations need governed OCF plus PCF work with supplier data collection and audit trail discipline.

Comparison Table

1
DeloitteBest overall
enterprise_vendor
9.0/10
Overall
2
enterprise_vendor
8.8/10
Overall
3
enterprise_vendor
8.6/10
Overall
4
enterprise_vendor
8.3/10
Overall
5
enterprise_vendor
8.0/10
Overall
6
specialist
7.8/10
Overall
7
enterprise_vendor
7.4/10
Overall
8
specialist
7.2/10
Overall
9
enterprise_vendor
6.8/10
Overall
10
specialist
6.6/10
Overall
#1

Deloitte

enterprise_vendor

Big Four accounting firm offering corporate carbon footprinting and climate reporting.

9.0/10
Overall
Features9.0/10
Ease of Use9.0/10
Value9.0/10
Standout feature

Deloitte delivers footprint programs with documented calculation provenance and decision logs designed for assurance readiness workflows.

Deloitte fits organizations that need a managed footprint program with clear organizational boundary setting, repeatable data workflows, and documentation that maps calculations to evidence. Delivery teams support corporate greenhouse gas inventory work where base year recalculation, Scope 1 and Scope 2 estimation approaches, and Scope 3 category mapping require controlled assumptions. The engagement shape favors client governance because Deloitte expects defined data owners, documented methodology decisions, and traceable calculation inputs.

A key tradeoff is that Deloitte execution depends on timely client-provided data, especially for supplier-specific emissions data and high coverage Scope 3 category mapping. Deloitte is a strong usage fit when internal teams have domain responsibility but lack capacity to design end to end workflows and produce audit-ready evidence. It is less suited to organizations that want lightweight tooling for day to day throughput without consulting support.

Pros
  • +End to end governance for complex boundary setting and evidence trails
  • +Structured methodology choices for inventory and Scope 3 category mapping
  • +Works across organizational and product footprint requests with consistent documentation
  • +Delivery teams coordinate data owners and supplier data workflows
Cons
  • –Requires disciplined client data collection to avoid late assumption shifts
  • –Automation depth is engagement driven instead of tool centric
  • –Proof preparation can extend timelines when evidence is incomplete
  • –Best fit is large scopes, smaller pilots may feel heavy
Use scenarios
  • Sustainability leadership teams

    Corporate inventory with assurance preparation

    Audit-ready inventory materials delivered

  • Procurement and supplier teams

    Supplier data workflow for Scope 3

    Higher coverage supplier emissions

Show 2 more scenarios
  • ESG reporting program owners

    Base-year recalculation after change

    Reconciled historical emissions

    Deloitte recalculates base year results and documents boundary and assumption updates for traceability.

  • Product sustainability leads

    PCF and LCA methodology consistency

    Comparable product footprint outputs

    Deloitte applies consistent assumptions across product footprint and life cycle calculations with clear documentation.

Best for: Fits when enterprises need managed footprint delivery plus audit-ready documentation for complex boundaries.

#2

EY

enterprise_vendor

Professional services organization offering carbon footprint assessment and climate reporting.

8.8/10
Overall
Features8.8/10
Ease of Use8.9/10
Value8.7/10
Standout feature

Assurance-ready evidence assembly paired with boundary setting and emissions factor control during delivery.

EY fits buyers who need managed carbon footprinting delivery across organizational greenhouse gas inventory and downstream product-facing reporting. Engagements usually cover organizational boundary definition, activity data collection orchestration, emissions factor usage, and evidence and audit trail assembly for stakeholders who expect traceability. The strongest match appears where multiple scopes and category mapping work are required, including supplier-specific inputs where questionnaires and review cycles are necessary.

A practical tradeoff is that EY delivery depth can raise coordination overhead for internal owners who must provide activity data, supplier responses, and documentation. EY fits situations where internal carbon accounting is not stable enough for handoff, such as base-year recalculation needs or when Scope 3 category mapping requires interpretation across procurement data. The provider also fits teams preparing decarbonization planning artifacts that depend on consistent methodology across reporting periods.

Pros
  • +Methodology-led scoping that turns reporting requirements into clear data requests
  • +Evidence and audit trail built alongside inventory calculations
  • +Experience covering organizational inventory and value-chain emissions work
  • +Structured supplier questionnaire workflow for Scope 3 category mapping
Cons
  • –Managed delivery depends on timely client data and document handoffs
  • –Integration depth into internal carbon accounting systems varies by engagement
Use scenarios
  • Sustainability program owners

    Yearly corporate inventory under tight controls

    Traceable Scope reporting by stakeholder format

  • Procurement and sustainability leads

    Scope 3 supplier emissions collection

    Supplier-linked emissions with audit trail

Show 2 more scenarios
  • Product sustainability teams

    Product carbon footprint with lifecycle context

    Consistent PCF outputs for packaging claims

    EY applies life-cycle style analysis to derive product-level results with controlled assumptions and evidence.

  • Finance and reporting teams

    Base-year recalculation for reporting alignment

    Aligned historical figures for audits

    EY supports base-year recalculation by resetting organizational boundaries and recalculating using consistent factors.

Best for: Fits when a reporting-ready carbon footprint needs methodology-led execution and traceable evidence.

#3

Guidehouse

enterprise_vendor

Management consultancy providing carbon footprinting and energy transition services.

8.6/10
Overall
Features8.6/10
Ease of Use8.6/10
Value8.6/10
Standout feature

Evidence-driven carbon inventory delivery that ties assumptions, calculations, and supplier artifacts into assurance-ready documentation.

Guidehouse fits organizations that need managed carbon accounting work with clear documentation of emissions calculations and underlying assumptions. The delivery approach supports corporate greenhouse gas inventory builds, Scope 3 category mapping, and spend-based estimation workflows when primary supplier data is incomplete. The engagement pattern favors teams that want structured governance and traceable evidence over purely self-serve reporting.

A tradeoff is that the strongest outcomes rely on sustained input from internal data owners and suppliers for activity data and supporting documentation. Guidehouse is a strong usage fit when reporting must cover multiple footprints in the same cycle, such as an OCF plus PCF programs that share factor assumptions and supplier engagement artifacts.

Pros
  • +Provides end-to-end inventory and product reporting support with evidence trails
  • +Handles Scope 3 category mapping and supplier data collection workflows
  • +Supports organizational boundary setting and base-year recalculation planning
  • +Brings assurance readiness documentation structure into delivery
Cons
  • –Execution depends on timely internal and supplier activity data submissions
  • –Tooling-centric teams may find automation and API integration scope limited
Use scenarios
  • Sustainability program owners

    Build corporate inventory with audit-ready evidence

    Lower audit documentation friction

  • Procurement sustainability leads

    Run supplier activity data collection

    More complete Scope 3 inputs

Show 2 more scenarios
  • ESG reporting operations teams

    Reconcile base-year and current-year inventories

    Fewer year-over-year discrepancies

    Guidehouse plans base-year recalculation steps and boundary governance to keep reporting consistent over time.

  • Product sustainability managers

    Coordinate PCF with lifecycle assumptions

    Consistent product emissions reporting

    Guidehouse supports emissions factor selection and activity data workflows across product and lifecycle outputs.

Best for: Fits when large organizations need governed OCF plus PCF work with supplier data collection and audit trail discipline.

#4

KPMG

enterprise_vendor

Global audit and advisory firm providing carbon footprinting and decarbonization strategy.

8.3/10
Overall
Features8.3/10
Ease of Use8.3/10
Value8.3/10
Standout feature

Methodology governance and evidence management embedded into the footprint build for inventory-grade reporting.

KPMG delivers carbon footprinting work that is anchored in corporate greenhouse gas inventory and organization-wide boundary setting, with a delivery model geared toward evidence-ready documentation. The firm supports Scope 1, Scope 2, and Scope 3 measurement by combining activity data collection, emissions factor database usage, and structured category mapping workflows for major spend and upstream inputs.

Pros
  • +Structured methodology governance for OCF and Scope 3 category handling
  • +Strong evidence and audit trail orientation across calculation steps
  • +Experienced consulting teams for boundary setting and reporting scoping
  • +Good fit for inventory builds that need assurance-ready documentation
Cons
  • –Less suited to fully self-serve PCF or product-level automation
  • –Heavier engagement process requires disciplined input readiness
  • –Limited transparency into connector-style automation versus tooling vendors
  • –Delivery timeline depends on data availability and evidence gathering

Best for: Fits when enterprise teams need governed OCF delivery with credible documentation for reporting and assurance readiness.

#5

PwC

enterprise_vendor

Professional services network delivering carbon footprint measurement and assurance.

8.0/10
Overall
Features8.0/10
Ease of Use8.0/10
Value8.0/10
Standout feature

Assurance-oriented evidence assembly that ties emissions calculations to documented methods and stakeholder-ready reporting packs.

PwC provides organizational and product carbon footprinting work that translates client activity and supplier inputs into greenhouse gas inventories and footprint reports aligned to common accounting standards. The distinct element is delivery depth across consulting-led workflows, including data collection, factor selection, emissions-category logic, and evidence assembly for audit-readiness.

Pros
  • +Strong consulting delivery for OCF and PCF scopes with consistent reporting logic
  • +Evidence packs and calculation narratives designed for assurance-oriented review cycles
  • +Category mapping and methodology documentation that supports repeatable reporting
  • +Supplier engagement workflows that turn questionnaires into usable emissions inputs
Cons
  • –Integration depth depends on client data readiness and source system structure
  • –API and automation surface is not the primary delivery mechanism
  • –Governance controls require coordinated internal ownership to avoid data drift
  • –Complex product systems can increase mapping effort beyond typical OCF projects

Best for: Fits when large enterprises need methodology-led carbon footprinting with evidence for assurance and disclosure.

#6

EcoAct

specialist

Climate consulting and project development firm providing carbon footprinting services.

7.8/10
Overall
Features7.8/10
Ease of Use7.7/10
Value7.9/10
Standout feature

Supplier engagement workflow that turns Scope 3 category data requests into an evidence-backed emissions calculation package.

EcoAct delivers organizational and product carbon footprint work with managed data collection, emissions calculation, and reporting aligned to common greenhouse gas accounting expectations. Its distinct element is the combination of footprint delivery with supplier engagement workflows, which supports Scope 3 category work that depends on activity data and evidence trails.

Pros
  • +Managed supplier questionnaire workflow for Scope 3 category mapping evidence
  • +Structured calculation and reporting support for OCF and PCF deliverables
  • +Documentation focus for audit trails around factors, boundaries, and assumptions
  • +Repeatable base-year recalculation handling for multi-year reporting
Cons
  • –Service delivery means less self-serve control than API-first carbon platforms
  • –Depth varies by data availability for primary activity data and supplier responses
  • –Integration breadth into internal systems is limited by workflow design choices
  • –Governance discipline is needed to keep boundaries and estimation methods consistent

Best for: Fits when teams need managed OCF and PCF delivery with stronger supplier-driven Scope 3 evidence and documentation.

#7

SGS

enterprise_vendor

Inspection and verification company offering carbon footprint validation and calculation.

7.4/10
Overall
Features7.4/10
Ease of Use7.4/10
Value7.4/10
Standout feature

Engagement-led evidence management that ties activity data inputs to calculation outputs and reporting artifacts.

SGS focuses on carbon accounting delivery where the consulting and assurance-readiness work is central to outcomes, not only emissions calculations. Its OCF and PCF engagements emphasize documented evidence trails across data collection, emissions factor handling, and reporting outputs aligned to common reporting expectations.

Pros
  • +Strong evidence and documentation support across carbon accounting deliverables
  • +Methodology selection and boundary setting support for OCF and PCF scopes
  • +Practical supplier data coordination for Scope 3 estimation workflows
  • +Emissions-factor and calculation governance designed for defensible reporting
Cons
  • –Automation and API access are not the primary path for most engagements
  • –Project delivery requires coordination with internal teams and data owners
  • –Some workflows depend on questionnaires and evidence collection effort
  • –Deeper configurability is more constrained than in calculation-first tools

Best for: Fits when organizations need consultant-led carbon accounting with strong evidence trails for governance and stakeholder reporting.

#8

Carbon Trust

specialist

Global climate consultancy offering carbon footprinting and certification services.

7.2/10
Overall
Features7.2/10
Ease of Use7.3/10
Value7.1/10
Standout feature

Consulting-led footprint delivery pairs structured data quality controls with documented assumptions for evidence traceability.

Carbon Trust supports organizational and product carbon footprint work through structured consulting-led delivery backed by emissions factor and reporting methodology guidance. The service model is oriented around boundary setting, activity-data interpretation, and evidence trails that map to common disclosure and standards expectations.

Pros
  • +Methodology guidance that keeps OCF and PCF boundaries consistent
  • +Strong evidence trail expectations for audit-ready documentation work
  • +Value chain data workflows that prioritize supplier data quality controls
  • +Clear mapping of activity interpretation to greenhouse gas protocol conventions
Cons
  • –Automation and API surface are limited compared with software-first carbon accounting platforms
  • –Usability depends on analyst-driven intake and structured document submissions
  • –Deep customization often requires service engagement rather than self-serve configuration
  • –Connector breadth for activity systems can lag teams that already run emissions pipelines

Best for: Fits when teams need managed OCF or PCF delivery with disciplined evidence trails and methodology governance.

#9

Bureau Veritas

enterprise_vendor

Testing and inspection services provider delivering carbon footprint verification.

6.8/10
Overall
Features6.8/10
Ease of Use6.8/10
Value6.8/10
Standout feature

Assurance-focused evidence packages that tie scope coverage decisions and calculation assumptions to deliverables.

Bureau Veritas delivers organizational and product carbon footprinting through consulting-led inventory design, data collection support, and emissions quantification aligned to major greenhouse gas accounting standards. Its work typically combines client-specific boundary setting with activity data collection, emissions factor application, and evidence packages meant for stakeholder and assurance review.

Pros
  • +Consulting delivery for OCF and PCF boundary design and calculation framing
  • +Evidence-driven outputs built around assumptions, scope coverage, and traceability
  • +Scope-specific work planning that supports multi-stakeholder reporting needs
  • +Standard-aligned approach for organizations seeking assurance readiness
Cons
  • –Automation depth depends on project team support rather than self-serve workflows
  • –API-based data connectors are limited compared with more software-led competitors
  • –Supplier data collection workflows can become heavy without internal data ownership
  • –Turnaround and throughput hinge on consultative review cycles

Best for: Fits when enterprises need consulting-led OCF and PCF work with audit-traceable evidence packages.

#10

South Pole

specialist

Sustainability consultancy offering carbon footprinting and climate project development.

6.6/10
Overall
Features6.6/10
Ease of Use6.6/10
Value6.6/10
Standout feature

Managed supplier data workflow that connects category mapping to evidence-linked calculation worksheets.

South Pole delivers managed carbon footprinting for corporate greenhouse gas inventories and product or supply-chain assessments, with methodology-aligned reporting artifacts built around greenhouse gas protocol and ISO-aligned documentation. The service is strongest when emissions boundaries, activity data quality, and audit-ready evidence trails need structured collection and governance across business units or product categories.

Pros
  • +Structured evidence trails that reduce audit friction for OCF and PCF claims
  • +Methodology alignment for both organizational and product-level calculations
  • +Guided category mapping for complex Scope 3 supplier and spend inputs
  • +Managed implementation that coordinates data collection across stakeholders
Cons
  • –Integration depth depends on the data intake approach used during setup
  • –Admin controls require active engagement from client owners and SMEs
  • –Throughput for large supplier questionnaires can hinge on response rates
  • –Custom reporting formats may require additional iteration rather than configuration

Best for: Fits when teams need managed footprinting with strong evidence trails across Scope 1, 2, and complex Scope 3 inputs.

Conclusion

After evaluating 10 carbon footprinting, Deloitte stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Our Top Pick
Deloitte

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Carbon Footprinting

Which providers handle both organizational carbon footprint and product carbon footprint without splitting delivery?
Deloitte covers organizational greenhouse gas inventory work and product carbon footprint or life cycle assessment requests in a single delivery engagement, which helps keep factor choices consistent across units and suppliers. EY also spans corporate inventory, value-chain estimates, and life-cycle style analyses as one managed delivery package, so evidence artifacts stay aligned. Guidehouse and EcoAct both support OCF plus PCF work, but their differentiators center on governance for supplier data workflows in EcoAct and cross-program reporting alignment in Guidehouse.
How do integrations and API capabilities typically show up in carbon footprinting services?
South Pole includes API-capable deployments where system intake and workflow execution matter, but implementation oversight still drives end-to-end outcomes. Most of the consultancies in this set integrate through analyst-executed process handling rather than developer-first connector surfaces, including Bureau Veritas and Carbon Trust. PwC leans toward automation and integration when clients provide structured source systems for activity data, which reduces manual mapping work during evidence assembly.
Which service model reduces rework during data onboarding for activity data collection?
KPMG builds governance and evidence management into the footprint build, which reduces rework when mapping activity data to categories and documentation requirements evolves. EcoAct uses supplier engagement workflows for Scope 3 category evidence, which helps stabilize upstream data requests before calculation cycles start. Deloitte reduces onboarding churn by planning activity data collection and factor strategy upfront, then tying evidence packets to those decisions.
How do these providers support security controls like SSO and role-based access control for carbon data workflows?
Security specifics vary by engagement shape, so confidentiality and access management are usually handled through the provider’s delivery governance rather than a self-serve carbon platform interface. Deloitte’s managed delivery model is structured around controlled governance and evidence assembly, which limits who can change calculation narratives and supporting artifacts. SGS emphasizes tight control over inputs and audit artifacts, which typically maps to restricted collaboration during data collection and reporting preparation.
When does a carbon footprinting service require data migration, and what breaks if source systems are not mapped early?
Migration becomes necessary when existing activity data formats must map into a provider’s data model for calculations and evidence trails, which can include supplier responses, spend extracts, and operational datasets. EcoAct’s supplier-driven Scope 3 workflows fail to converge when category mapping and evidence requirements are delayed, because emissions estimates depend on documentable inputs. Carbon Trust can also slow down when activity-data interpretation and evidence trails cannot be aligned to the intended methodology before calculation runs.
What admin controls matter most for managing configuration, audit logs, and calculation provenance?
KPMG treats methodology governance and evidence readiness as part of the build, which supports provenance by keeping calculation assumptions tied to documented decisions. Bureau Veritas emphasizes governance over a spreadsheet-only workflow, with review trails linked to scope coverage and calculation assumptions. PwC provides traceable methods and version-controlled calculation narratives in its evidence assembly process, which helps when internal governance needs to audit changes across reporting cycles.
Where do these services fall short when buyers need extensibility for custom data models and schema changes?
South Pole offers automation and API surfaces in deployments, but it still depends on implementation oversight for workflow execution beyond standard intake paths. Bureau Veritas and Carbon Trust typically focus on consulting-led delivery, so buyers looking for developer-driven extensibility may find fewer native surfaces for schema customization. EY and Deloitte are strong on methodology and evidence assembly, but extensibility is delivered through guided execution and configuration rather than an open-ended self-service data model.
Which approach works best for complex Scope 3 category mapping and supplier questionnaire workflows?
EcoAct stands out for supplier engagement workflows that convert Scope 3 category data requests into evidence-backed calculation packages, which is a strong fit for upstream data collection. Guidehouse covers Scope 3 category mapping and supplier data collection workflows with an emphasis on evidence trails that support external review. South Pole connects category mapping to evidence-linked calculation worksheets, which helps procurement and reporting teams coordinate supplier inputs across business units or product categories.
What tradeoff appears when a team chooses consulting-led delivery instead of a self-serve carbon accounting workflow?
Consulting-led delivery tends to reduce ambiguity in boundary setting and evidence traceability, but it increases dependency on scheduled analyst work and review cycles. EY and Deloitte embed governance and evidence assembly into delivery, which can limit how quickly internal teams can run ad hoc scenarios without provider involvement. SGS and Bureau Veritas focus on controlled inputs and documented evidence trails, which improves audit readiness but constrains rapid throughput when internal teams want to push frequent calculation changes.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Carbon Footprinting

We see carbon footprinting tools separate most on data provenance, because the same numbers can land very differently once you choose how the system maps activities and factors. Next, the difference shows up in evidence and audit log coverage for how each result was produced.

Evidence and audit trail for results

Why it matters

Evidence and audit trail for results matter in carbon footprinting because you need to trace every figure back to uploaded inputs and calculations. Without it, reviews stall when stakeholders ask where a number came from.

How to check

Run a sample calculation and click through to see which input records feed each total. Ask whether the export includes a traceable breakdown and timestamps for key steps.

Emissions factor coverage and updates

Why it matters

Emissions factor coverage and updates matter because different factor sets can shift hotspots and totals. When factors stay stale, your results drift from current industry practice.

How to check

In settings, look for how factor sources are chosen and when they were last updated. Request a re-run using a newer factor set and confirm the change in outputs is documented.

Organizational boundary controls

Why it matters

Organizational boundary controls matter in carbon footprinting because results change when the tool treats sites, entities, or operational responsibility differently. Clear boundary handling reduces surprises during year-end reporting.

How to check

During a demo, try creating a small entity/site grouping and edit the boundary. Then compare totals after adding or removing a unit to confirm the system recalculates correctly.

Activity-to-emissions mapping transparency

Why it matters

Activity-to-emissions mapping transparency matters because footprinting fails when categories are unclear or hidden. Good mapping shows assumptions so you can fix wrong inputs without rewriting the whole workflow.

How to check

Import a simple activity sheet and verify you can view the mapping rules behind the totals. Change one activity line and confirm you can see exactly which mapped factors drive the difference.

Automation and API for repeat runs

Why it matters

Automation and API surface matter because carbon footprinting is often repeated each reporting cycle across many units. Deeper automation reduces manual rework while keeping configuration consistent.

How to check

Ask whether you can trigger a calculation via API or scheduled workflow and provide required input formats. In a sandbox or sample run, confirm you can provision mappings and re-run with new data without rebuilding settings.

Data quality checks before calculation

Why it matters

Data quality checks before calculation matter because missing or inconsistent activity inputs distort results. Validation helps catch the most common issues before totals are shared internally.

How to check

Upload a dataset with one deliberate gap (for example, missing units or categories) and run the calculation. Check whether the tool flags the issue, shows where it occurred, and lets you correct and re-run with clear messaging.

Red flags

  • Results export lacks traceable inputs or cannot explain how totals were computed.
  • Factor updates exist but output history can’t show what changed between runs.
  • You can’t clearly edit boundaries or mappings without breaking the calculation.

Fit by situation

  • If you must answer internal reviewers with documented sources, prioritize evidence and audit trail for results.
  • If your dataset is messy across departments and units, prioritize activity-to-emissions mapping transparency.
  • If you run footprints on a repeating schedule with many entities, prioritize automation and API for repeat runs.
Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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