Carbon Footprint Analysis
Quantify greenhouse gas emissions across Scopes 1, 2, and 3, establish reduction targets, evaluate offsetting strategies, and track decarbonization progress.
Input Gathering
| Input |
Description |
Required |
| Organizational boundary |
Operational control, financial control, or equity share |
Yes |
| Reporting period |
Calendar or fiscal year |
Yes |
| Facility / site list |
All owned and operated locations |
Yes |
| Energy consumption data |
Electricity (kWh), natural gas (therms), fuel (gallons/liters) |
Yes |
| Fleet and travel data |
Vehicle mileage, fuel type, air travel records |
Yes |
| Emission factors |
EPA, DEFRA, IEA, or regional grid factors |
Yes |
| Supply chain / procurement |
Purchased goods spend, logistics data, waste volumes |
No |
| Prior year inventory |
Previous GHG inventory for trend analysis |
No |
Step-by-Step Process
Step 1 — Boundary Setting and Scope Definition
Define what is in and out of scope:
| Scope |
Definition |
Examples |
| Scope 1 |
Direct emissions from owned/controlled sources |
Boilers, furnaces, fleet vehicles, refrigerants |
| Scope 2 |
Indirect emissions from purchased energy |
Electricity, steam, heating, cooling |
| Scope 3 |
All other indirect emissions in the value chain |
15 categories per GHG Protocol |
Scope 3 Categories (prioritize by materiality):
| Category |
Description |
Typical Materiality |
| 1 |
Purchased goods and services |
High (manufacturing, retail) |
| 2 |
Capital goods |
Medium |
| 3 |
Fuel/energy-related activities |
Medium |
| 4 |
Upstream transportation |
High (if significant logistics) |
| 5 |
Waste generated in operations |
Low-Medium |
| 6 |
Business travel |
Medium (services companies) |
| 7 |
Employee commuting |
Low-Medium |
| 8 |
Upstream leased assets |
Varies |
| 9 |
Downstream transportation |
Medium |
| 10 |
Processing of sold products |
High (B2B components) |
| 11 |
Use of sold products |
High (energy-using products) |
| 12 |
End-of-life treatment |
Low-Medium |
| 13 |
Downstream leased assets |
Varies |
| 14 |
Franchises |
Varies |
| 15 |
Investments |
High (financial sector) |
Document inclusion/exclusion rationale for each category.
Step 2 — Activity Data Collection
Gather activity data by emission source:
| Source |
Data Required |
Primary Collection Method |
| Stationary combustion |
Fuel type, volume consumed |
Utility invoices, meter readings |
| Mobile combustion |
Fuel type, gallons/liters or miles + MPG |
Fleet management system, fuel cards |
| Refrigerants |
Type, quantity charged/leaked |
Maintenance logs, HVAC records |
| Purchased electricity |
kWh consumed per facility |
Utility bills |
| Steam / heating / cooling |
Energy content purchased |
District energy invoices |
| Purchased goods |
Spend data or physical quantities |
Procurement system, ERP |
| Transportation |
Weight-distance (ton-miles/km) or spend |
TMS, freight invoices |
| Business travel |
Miles by mode (air, rail, car) |
Travel booking system, expenses |
| Waste |
Tons by disposal method |
Waste hauler reports |
Apply data quality scoring (1-5) to each data source; flag anything below 3 for improvement.
Step 3 — Emission Calculations
Apply the GHG Protocol calculation approach:
Scope 1 (direct calculation):
- Emissions = Activity data x Emission factor x GWP
- Example: 10,000 therms natural gas x 5.3 kg CO2e/therm = 53 tCO2e
Scope 2 (dual reporting):
- Location-based: Grid-average emission factors (e.g., EPA eGRID, IEA)
- Market-based: Supplier-specific factors, RECs, PPAs, residual mix
- Report both; market-based reflects procurement choices
Scope 3 (tiered methodology):
| Tier |
Method |
Data Requirement |
Accuracy |
| Tier 1 |
Spend-based |
$ spend x EEIO EF |
Low |
| Tier 2 |
Average-data |
Mass/units x avg EF |
Medium |
| Tier 3 |
Supplier-specific |
Primary data from suppliers |
High |
Progress from Tier 1 to Tier 3 over successive reporting years, starting with the highest-materiality categories.
Step 4 — Reduction Target Setting
Establish targets aligned with climate science:
| Target Type |
Framework |
Requirement |
| Near-term SBT |
SBTi |
1.5C-aligned; 42% reduction by 2030 (from 2020) |
| Long-term SBT |
SBTi Net-Zero Standard |
90% reduction by 2050 at latest |
| Absolute target |
Company-defined |
Total tCO2e reduction by a specific year |
| Intensity target |
Company-defined |
tCO2e per revenue, per unit, per employee |
Build an abatement cost curve (MAC curve) ranking reduction initiatives by $/tCO2e avoided:
| Initiative |
Abatement Potential |
Cost per tCO2e |
Payback Period |
| LED lighting retrofit |
X tCO2e |
-$50 (savings) |
< 2 years |
| Renewable electricity procurement |
X tCO2e |
$0-20 |
Immediate |
| Fleet electrification |
X tCO2e |
$30-80 |
3-7 years |
| Process efficiency improvements |
X tCO2e |
$10-50 |
1-5 years |
| Supplier engagement (Scope 3) |
X tCO2e |
Variable |
2-5 years |
Step 5 — Offset and Inset Evaluation
Evaluate carbon credits for residual emissions only (after maximum abatement):
| Criteria |
Standard |
Assessment Question |
| Additionality |
Gold Standard, Verra VCS |
Would the project happen without credit revenue? |
| Permanence |
All standards |
Is the carbon stored for 100+ years? |
| Leakage |
All standards |
Does the project shift emissions elsewhere? |
| Verification |
Third-party auditor |
Has an accredited body verified the claims? |
| Co-benefits |
SDG alignment |
Does the project deliver social/environmental co-benefits? |
| Vintage |
Recent (< 3 years) |
Are credits from recent project activity? |
Prefer removal-based credits (direct air capture, biochar, enhanced weathering) over avoidance credits. Budget $15-150/tCO2e depending on credit quality.
Step 6 — Monitoring, Reporting, and Continuous Improvement
- Establish a quarterly emissions tracking cadence with automated data pipelines where possible.
- Compare actuals to the linear glide path toward the reduction target.
- Recalculate the base year if structural changes occur (M&A, divestiture, methodology change).
- Report externally via CDP, annual ESG report, and regulatory filings.
- Conduct annual third-party verification (limited or reasonable assurance).
- Update the MAC curve annually as technology costs and emission factors change.
Output Format
## Carbon Footprint Report — [Organization] — [Period]
### Executive Summary
- Total GHG emissions: [X] tCO2e
- Scope 1: [X] tCO2e | Scope 2 (market): [X] tCO2e | Scope 3: [X] tCO2e
- YoY change: [+/-X%] absolute, [+/-X%] intensity
- Progress toward target: [X% of target achieved, Y% remaining by Z year]
### Emissions Inventory
| Scope / Category | tCO2e | % of Total | YoY Change | Data Quality |
|-------------------------|---------|------------|------------|--------------|
| Scope 1 — Stationary | ... | ... | ... | ... |
| Scope 1 — Mobile | ... | ... | ... | ... |
| Scope 1 — Fugitive | ... | ... | ... | ... |
| Scope 2 — Location | ... | ... | ... | ... |
| Scope 2 — Market | ... | ... | ... | ... |
| Scope 3 — Cat 1 | ... | ... | ... | ... |
| ... | ... | ... | ... | ... |
| **Total** | **...** | **100%** | **...** | |
### Reduction Target Progress
- Base year: [year] — [X] tCO2e
- Target: [X% reduction by year]
- Current trajectory: [on track / behind / ahead]
- Gap to target: [X] tCO2e
### Abatement Initiatives
| Initiative | Status | Expected Abatement | Cost | Timeline |
|-------------------------|------------|-------------------|--------|----------|
| ... | ... | ... | ... | ... |
### Methodology Notes
- Consolidation approach: [operational / financial control]
- Emission factors: [source and version]
- Scope 3 methodology tier by category: [table]
### Recommendations
1. [Prioritized next actions]
Quality Checklist
Edge Cases
- Company with operations in countries lacking reliable grid emission factors: Use IEA country-level factors as default; document data gaps; apply conservative (higher) factors when uncertain.
- Significant M&A activity during reporting period: Apply the base year recalculation policy; restate historical emissions to include/exclude the acquired/divested entity.
- Renewable energy procurement via unbundled RECs: Market-based Scope 2 can use REC factors, but location-based must still use grid average; document REC vintage and geographic alignment.
- Scope 3 Category 11 (use of sold products) dwarfs all other emissions: This is common for fossil fuel, automotive, and electronics companies; report transparently, set absolute and intensity reduction targets, and invest in product redesign.
- Joint ventures or non-controlling interests: Apply the consolidation approach consistently; if equity share, include proportional emissions; if operational control, include only if the company operates the JV.
- Carbon credit vintage and registry double-counting concerns: Verify credits are retired on the registry, not just purchased; check for corresponding adjustments under Article 6 if applicable.
1---2name: carbon-footprint3description: Analyze organizational carbon footprint covering Scope 1/2/3 emissions inventory, calculation methodology, reduction targets, offset evaluation, and progress tracking. TRIGGER when: user says /carbon-footprint, "carbon footprint", "emissions inventory", "GHG inventory", "carbon analysis", "Scope 1 2 3 emissions".4---56# Carbon Footprint Analysis78Quantify greenhouse gas emissions across Scopes 1, 2, and 3, establish reduction targets, evaluate offsetting strategies, and track decarbonization progress.910---1112## Input Gathering1314| Input | Description | Required |15|-------------------------------|----------------------------------------------------------------|----------|16| Organizational boundary | Operational control, financial control, or equity share | Yes |17| Reporting period | Calendar or fiscal year | Yes |18| Facility / site list | All owned and operated locations | Yes |19| Energy consumption data | Electricity (kWh), natural gas (therms), fuel (gallons/liters) | Yes |20| Fleet and travel data | Vehicle mileage, fuel type, air travel records | Yes |21| Emission factors | EPA, DEFRA, IEA, or regional grid factors | Yes |22| Supply chain / procurement | Purchased goods spend, logistics data, waste volumes | No |23| Prior year inventory | Previous GHG inventory for trend analysis | No |2425---2627## Step-by-Step Process2829### Step 1 — Boundary Setting and Scope Definition3031Define what is in and out of scope:3233| Scope | Definition | Examples |34|-----------|---------------------------------------------------|-----------------------------------------------|35| Scope 1 | Direct emissions from owned/controlled sources | Boilers, furnaces, fleet vehicles, refrigerants|36| Scope 2 | Indirect emissions from purchased energy | Electricity, steam, heating, cooling |37| Scope 3 | All other indirect emissions in the value chain | 15 categories per GHG Protocol |3839**Scope 3 Categories (prioritize by materiality)**:4041| Category | Description | Typical Materiality |42|----------|-------------------------------------|-------------------------------|43| 1 | Purchased goods and services | High (manufacturing, retail) |44| 2 | Capital goods | Medium |45| 3 | Fuel/energy-related activities | Medium |46| 4 | Upstream transportation | High (if significant logistics)|47| 5 | Waste generated in operations | Low-Medium |48| 6 | Business travel | Medium (services companies) |49| 7 | Employee commuting | Low-Medium |50| 8 | Upstream leased assets | Varies |51| 9 | Downstream transportation | Medium |52| 10 | Processing of sold products | High (B2B components) |53| 11 | Use of sold products | High (energy-using products) |54| 12 | End-of-life treatment | Low-Medium |55| 13 | Downstream leased assets | Varies |56| 14 | Franchises | Varies |57| 15 | Investments | High (financial sector) |5859Document inclusion/exclusion rationale for each category.6061### Step 2 — Activity Data Collection6263Gather activity data by emission source:6465| Source | Data Required | Primary Collection Method |66|---------------------------|--------------------------------------------|----------------------------------|67| Stationary combustion | Fuel type, volume consumed | Utility invoices, meter readings |68| Mobile combustion | Fuel type, gallons/liters or miles + MPG | Fleet management system, fuel cards|69| Refrigerants | Type, quantity charged/leaked | Maintenance logs, HVAC records |70| Purchased electricity | kWh consumed per facility | Utility bills |71| Steam / heating / cooling | Energy content purchased | District energy invoices |72| Purchased goods | Spend data or physical quantities | Procurement system, ERP |73| Transportation | Weight-distance (ton-miles/km) or spend | TMS, freight invoices |74| Business travel | Miles by mode (air, rail, car) | Travel booking system, expenses |75| Waste | Tons by disposal method | Waste hauler reports |7677Apply data quality scoring (1-5) to each data source; flag anything below 3 for improvement.7879### Step 3 — Emission Calculations8081Apply the GHG Protocol calculation approach:8283**Scope 1** (direct calculation):84- Emissions = Activity data x Emission factor x GWP85- Example: 10,000 therms natural gas x 5.3 kg CO2e/therm = 53 tCO2e8687**Scope 2** (dual reporting):88- Location-based: Grid-average emission factors (e.g., EPA eGRID, IEA)89- Market-based: Supplier-specific factors, RECs, PPAs, residual mix90- Report both; market-based reflects procurement choices9192**Scope 3** (tiered methodology):93| Tier | Method | Data Requirement | Accuracy |94|----------|---------------------|--------------------|----------|95| Tier 1 | Spend-based | $ spend x EEIO EF | Low |96| Tier 2 | Average-data | Mass/units x avg EF| Medium |97| Tier 3 | Supplier-specific | Primary data from suppliers | High |9899Progress from Tier 1 to Tier 3 over successive reporting years, starting with the highest-materiality categories.100101### Step 4 — Reduction Target Setting102103Establish targets aligned with climate science:104105| Target Type | Framework | Requirement |106|--------------------------|------------------------|--------------------------------------------|107| Near-term SBT | SBTi | 1.5C-aligned; 42% reduction by 2030 (from 2020) |108| Long-term SBT | SBTi Net-Zero Standard | 90% reduction by 2050 at latest |109| Absolute target | Company-defined | Total tCO2e reduction by a specific year |110| Intensity target | Company-defined | tCO2e per revenue, per unit, per employee |111112Build an abatement cost curve (MAC curve) ranking reduction initiatives by $/tCO2e avoided:113114| Initiative | Abatement Potential | Cost per tCO2e | Payback Period |115|-----------------------------------|--------------------:|---------------:|----------------|116| LED lighting retrofit | X tCO2e | -$50 (savings) | < 2 years |117| Renewable electricity procurement | X tCO2e | $0-20 | Immediate |118| Fleet electrification | X tCO2e | $30-80 | 3-7 years |119| Process efficiency improvements | X tCO2e | $10-50 | 1-5 years |120| Supplier engagement (Scope 3) | X tCO2e | Variable | 2-5 years |121122### Step 5 — Offset and Inset Evaluation123124Evaluate carbon credits for residual emissions only (after maximum abatement):125126| Criteria | Standard | Assessment Question |127|-----------------------|-------------------------|----------------------------------------------|128| Additionality | Gold Standard, Verra VCS| Would the project happen without credit revenue? |129| Permanence | All standards | Is the carbon stored for 100+ years? |130| Leakage | All standards | Does the project shift emissions elsewhere? |131| Verification | Third-party auditor | Has an accredited body verified the claims? |132| Co-benefits | SDG alignment | Does the project deliver social/environmental co-benefits? |133| Vintage | Recent (< 3 years) | Are credits from recent project activity? |134135Prefer removal-based credits (direct air capture, biochar, enhanced weathering) over avoidance credits. Budget $15-150/tCO2e depending on credit quality.136137### Step 6 — Monitoring, Reporting, and Continuous Improvement138139- Establish a quarterly emissions tracking cadence with automated data pipelines where possible.140- Compare actuals to the linear glide path toward the reduction target.141- Recalculate the base year if structural changes occur (M&A, divestiture, methodology change).142- Report externally via CDP, annual ESG report, and regulatory filings.143- Conduct annual third-party verification (limited or reasonable assurance).144- Update the MAC curve annually as technology costs and emission factors change.145146---147148## Output Format149150```151## Carbon Footprint Report — [Organization] — [Period]152153### Executive Summary154- Total GHG emissions: [X] tCO2e155- Scope 1: [X] tCO2e | Scope 2 (market): [X] tCO2e | Scope 3: [X] tCO2e156- YoY change: [+/-X%] absolute, [+/-X%] intensity157- Progress toward target: [X% of target achieved, Y% remaining by Z year]158159### Emissions Inventory160| Scope / Category | tCO2e | % of Total | YoY Change | Data Quality |161|-------------------------|---------|------------|------------|--------------|162| Scope 1 — Stationary | ... | ... | ... | ... |163| Scope 1 — Mobile | ... | ... | ... | ... |164| Scope 1 — Fugitive | ... | ... | ... | ... |165| Scope 2 — Location | ... | ... | ... | ... |166| Scope 2 — Market | ... | ... | ... | ... |167| Scope 3 — Cat 1 | ... | ... | ... | ... |168| ... | ... | ... | ... | ... |169| **Total** | **...** | **100%** | **...** | |170171### Reduction Target Progress172- Base year: [year] — [X] tCO2e173- Target: [X% reduction by year]174- Current trajectory: [on track / behind / ahead]175- Gap to target: [X] tCO2e176177### Abatement Initiatives178| Initiative | Status | Expected Abatement | Cost | Timeline |179|-------------------------|------------|-------------------|--------|----------|180| ... | ... | ... | ... | ... |181182### Methodology Notes183- Consolidation approach: [operational / financial control]184- Emission factors: [source and version]185- Scope 3 methodology tier by category: [table]186187### Recommendations1881. [Prioritized next actions]189```190191---192193## Quality Checklist194195- [ ] Organizational boundary clearly defined and consistently applied196- [ ] All material emission sources included (no cherry-picking)197- [ ] Activity data sourced from primary records (not estimates) where possible198- [ ] Emission factors current and from recognized sources (EPA, DEFRA, IEA)199- [ ] Scope 2 reported in both location-based and market-based methods200- [ ] Scope 3 screening completed; material categories quantified201- [ ] Data quality scored and improvement plan for low-quality sources202- [ ] Base year recalculation policy defined and applied203- [ ] Reduction targets aligned with SBTi or equivalent framework204- [ ] Third-party verification planned or completed205206---207208## Edge Cases209210- **Company with operations in countries lacking reliable grid emission factors**: Use IEA country-level factors as default; document data gaps; apply conservative (higher) factors when uncertain.211- **Significant M&A activity during reporting period**: Apply the base year recalculation policy; restate historical emissions to include/exclude the acquired/divested entity.212- **Renewable energy procurement via unbundled RECs**: Market-based Scope 2 can use REC factors, but location-based must still use grid average; document REC vintage and geographic alignment.213- **Scope 3 Category 11 (use of sold products) dwarfs all other emissions**: This is common for fossil fuel, automotive, and electronics companies; report transparently, set absolute and intensity reduction targets, and invest in product redesign.214- **Joint ventures or non-controlling interests**: Apply the consolidation approach consistently; if equity share, include proportional emissions; if operational control, include only if the company operates the JV.215- **Carbon credit vintage and registry double-counting concerns**: Verify credits are retired on the registry, not just purchased; check for corresponding adjustments under Article 6 if applicable.