AI Prompts for Energy

Act as a sustainability reporting specialist. Using the following data, draft a narrative for the "Climate Transition Plan" section of our CSRD report, aligned with ESRS E1-1. **Company:** [[Company Name]] **Reporting Year:** [[YYYY]] **Base Year:** [[YYYY]] **Net-Zero Target:** [[e.g., Net-zero by 2040]] **Interim Targets:** [[e.g., 50% reduction in Scope 1 & 2 by 2030]] **Key Decarbonization Levers:** 1. [[e.g., Procuring 100% renewable electricity via PPAs by 2028]] 2. [e.g., Electrifying 75% of our light-duty vehicle fleet by 2030] 3. [e.g., Investing $X million in process heat efficiency projects] 4. [e.g., Engaging top 80% of suppliers by spend to set science-based targets] **Capital Allocation:** [e.g., We have allocated $Y million in capex and $Z million in opex for these initiatives through 2030.] **Governance:** [e.g., The Sustainability Committee of the Board of Directors oversees the plan, with quarterly progress reviews.] Draft a 400-word narrative that explains our ambition, details each key lever, connects them to our interim targets, and describes the governance process. Ensure the tone is factual and avoids greenwashing.

Act as an ESG consultant. Based on our double materiality assessment results below, generate a 300-word summary for our annual sustainability report. The summary must explain the concept of double materiality (impact materiality and financial materiality) and list our top 5 material topics. **Assessment Results:** * **High Financial & High Impact Materiality:** GHG Emissions, Employee Health & Safety, Data Privacy & Security. * **High Impact, Medium Financial Materiality:** Water Management, Circular Economy & Waste. * **High Financial, Medium Impact Materiality:** Supply Chain Resilience, Climate-Related Transition Risks. For each of the top 5 topics (GHG Emissions, Employee Health & Safety, Data Privacy, Water Management, Circular Economy), briefly explain why it is material to our business and stakeholders.

Act as a sustainability analyst. Draft a 250-word narrative for our GRI-aligned sustainability report analyzing our GHG emissions performance for the year [[YYYY]]. **Data:** * **Reporting Year:** [[YYYY]] * **Scope 1 Emissions:** [[e.g., 50,000 tCO2e]] (Previous Year: [[e.g., 55,000 tCO2e]]) * **Scope 2 Emissions (Market-Based):** [[e.g., 110,000 tCO2e]] (Previous Year: [[e.g., 125,000 tCO2e]]) * **Scope 3 Emissions (Categories 1, 4, 9):** [[e.g., 450,000 tCO2e]] (Previous Year: [[e.g., 460,000 tCO2e]]) * **Total Emissions (S1+S2+S3):** [[e.g., 610,000 tCO2e]] (Previous Year: [[e.g., 640,000 tCO2e]]) * **Key Drivers of Change:** * Scope 1 decrease due to [[e.g., fleet efficiency improvements]]. * Scope 2 decrease due to [[e.g., a new solar PPA coming online in Q2]]. * Scope 3 decrease due to [e.g., reduced business travel and supplier engagement program]. * **Intensity Metric:** [[e.g., 0.55 tCO2e per $1,000 revenue]], a [[e.g., 7%]] decrease from the previous year. The narrative should state the year-over-year change for each scope in tonnes and percentage, explain the primary drivers for the changes, and conclude with our performance against our intensity target.

Act as a SASB standards expert. My company, [[Company Name]], operates in the [[e.g., Apparel, Accessories & Footwear]] industry. Based on the SASB Standard for this industry, list the primary disclosure topics and their associated accounting metrics that we should prioritize for our investor-focused ESG reporting. Format the output as a table with three columns: 'Disclosure Topic', 'Accounting Metric', and 'Metric Code'.

Act as a corporate governance expert. Draft a 200-word section for our proxy statement or annual report describing the Board of Directors' oversight of ESG and climate-related risks. **Key Information:** * **Primary Committee:** [[e.g., Nominating and Corporate Governance Committee]] * **Full Board Involvement:** [e.g., Full Board receives a semi-annual update on climate strategy and performance.] * **Management's Role:** [e.g., The Chief Sustainability Officer (CSO) provides quarterly briefings to the committee.] * **Risk Integration:** [e.g., Climate-related risks are integrated into our annual enterprise risk management (ERM) process.] * **Expertise:** [e.g., The Board has access to independent third-party climate advisors as needed.] The text should clearly articulate the governance structure, from the committee level to the full board, and explain how ESG is integrated into core business processes like ERM.

Act as a sustainable procurement manager. Draft a clear, concise email to a key supplier to request data for our Scope 3, Category 1 "Purchased Goods and Services" emissions inventory. **My Company:** [[Your Company Name]] **Supplier Name:** [[Supplier Company Name]] **Reporting Year:** [[YYYY]] **Reason for Request:** We are enhancing our GHG emissions inventory in line with the GHG Protocol and our corporate climate targets. Your data is essential for accurately calculating our value chain emissions. **Data Requested:** 1. Total emissions (in tCO2e) associated with the products/services you provided to us in [[YYYY]]. (This is often called "cradle-to-gate" emissions). 2. The methodology used to calculate these emissions (e.g., spend-based, average-data, supplier-specific LCA). 3. If product-specific emissions are not available, please provide data on the total spend, weight, or volume of goods/services supplied to us in [[YYYY]]. **Deadline:** [[Date]] **Offer of Support:** We are happy to schedule a brief call to discuss this request and share resources that may help. The email should be professional, explain the "why" behind the request, clearly state what data is needed, and offer collaboration.

Act as a sustainability manager compiling the annual GHG inventory. Draft an internal memo to the heads of Facilities, Fleet Management, and Finance to request data for our Scope 1 and Scope 2 emissions. **Reporting Period:** January 1, [[YYYY]] to December 31, [[YYYY]] **Deadline for Data Submission:** [[Date]] **Data Needed from Facilities:** * Natural gas consumption (by volume, e.g., therms or m³) for all owned/operated sites. * Purchased electricity consumption (in kWh) for all owned/operated sites. * Refrigerant leakage reports (type of refrigerant and amount in kg). **Data Needed from Fleet Management:** * Fuel consumption (by volume, e.g., gallons or liters, and by fuel type) for all company-owned vehicles. **Data Needed from Finance/Procurement:** * Copies of all utility invoices (electricity, natural gas) for the reporting period to cross-check consumption data. The memo should be clear, organized by department, specify the exact data points and units required, and state the deadline firmly but politely.

Act as a supply chain sustainability analyst. A key supplier has not responded to our initial Scope 3 data request sent two weeks ago. Draft a polite but firm follow-up email. **Original Request Date:** [[Date of first email]] **Supplier Name:** [[Supplier Company Name]] **Context:** Our company, [[Your Company Name]], is committed to reducing our value chain emissions. This is increasingly a focus for our customers and investors. Accurate data from our strategic partners like you is critical to this effort. **Action:** Please reply to this email to confirm you have received our request and let us know when you might be able to provide the requested emissions or activity data for [[YYYY]]. If you do not track this information, please let us know so we can explore alternative estimation methods together. The email should reiterate the importance of the request, create a sense of shared responsibility, and provide an "off-ramp" for suppliers who may not have the data, opening the door for collaboration.

Act as a sustainability expert. To help our suppliers understand our data requests, create a brief FAQ document with answers to 4 common questions. **Questions:** 1. What are Scope 3 emissions and why do you need this data from us? 2. We don't calculate our emissions. What data can we provide instead? 3. Where can we learn more about calculating our emissions? 4. Will our data be kept confidential? The answers should be simple, non-technical, and helpful. For Q1, explain it's your "supply chain footprint." For Q2, suggest providing spend data ($) or material weight (kg). For Q3, point them to the GHG Protocol website. For Q4, assure them data will only be used for aggregated emissions reporting.

Act as a carbon accounting specialist. Create a checklist for my team to use when reviewing Scope 3 data submitted by suppliers. The checklist should have 5 key validation points to ensure data quality and consistency. **Checklist Points:** 1. **Data Completeness:** Is data provided for the full reporting year? 2. **Methodology Clarity:** Did the supplier specify the calculation methodology (e.g., spend-based, supplier-specific)? 3. **Plausibility Check:** Does the reported emissions figure seem reasonable relative to our spend with the supplier? (e.g., Flag for review if it's an order of magnitude different from our own estimates). 4. **Activity Data Match:** If activity data (e.g., kg of material) was provided, does it align with our procurement records? 5. **Documentation:** Is there a clear contact person or supporting document we can refer to with questions? The checklist should be a simple, actionable tool for internal use.

Act as a climate strategist. I have a list of potential decarbonization projects with their associated costs and abatement potential. Analyze this data and structure a response that prioritizes the initiatives based on cost-effectiveness. **Project Data:** * **LED Lighting Retrofit:** Abatement potential of 5,000 tCO2e/year. Net cost of -$10/tCO2e (i.e., it's profitable). * **On-site Solar PPA:** Abatement potential of 20,000 tCO2e/year. Net cost of $15/tCO2e. * **Fleet Electrification (Light-Duty):** Abatement potential of 10,000 tCO2e/year. Net cost of $45/tCO2e. * **Process Heat Pump Installation:** Abatement potential of 15,000 tCO2e/year. Net cost of $80/tCO2e. * **Green Hydrogen Pilot:** Abatement potential of 2,000 tCO2e/year. Net cost of $200/tCO2e. First, rank the projects from most to least cost-effective. Then, calculate the total emissions reduction and total cost if we were to implement all projects with a cost below $50/tCO2e. Finally, describe the strategic difference between the low-cost "quick wins" and the high-cost "strategic bets.

Act as a sustainability consultant for a company in the [[e.g., Food & Beverage]] sector. Our current total emissions are 500,000 tCO2e (100k Scope 1+2, 400k Scope 3). Our goal is to set a science-based target aligned with a 1.5°C pathway, which requires approximately a 42% absolute reduction in Scopes 1 & 2 and a supplier engagement target for Scope 3. Brainstorm three distinct scenarios or "pathways" to achieve this. For each pathway, suggest a different mix of 2-3 specific initiatives. **Example Pathway 1 (Focus on Energy):** * Initiative 1: [e.g., Switch to 100% renewable electricity (eliminates most Scope 2)]. * Initiative 2: [[e.g., Invest in boiler efficiency for Scope 1]]. **Example Pathway 2 (Focus on Capital Investment):** * Initiative 1: ... * Initiative 2: ... Present the output in a clear, structured format.

Act as an energy procurement expert. My company is considering a Virtual Power Purchase Agreement (VPPA) to address our Scope 2 emissions. Create a list of 10 key questions we should ask a potential VPPA provider. The questions should cover financial risk, emissions accounting, and operational viability. **Examples:** * What is the contract's "strike price" and how is the floating market price determined? * What is the project's expected generation profile and curtailment risk? * How are the Renewable Energy Certificates (RECs) tracked and transferred? * What is the basis risk and how can it be mitigated?

Act as a carbon footprint analyst. I want to estimate the potential GHG emissions reduction from a new hybrid work policy. **Assumptions:** * **Number of Eligible Employees:** [[e.g., 5,000]] * **Policy:** Employees will work from home [[e.g., 2]] additional days per week compared to the baseline. * **Average Round-Trip Commute Distance:** [[e.g., 30 miles]] * **Average Commute Vehicle Type:** [[e.g., Gasoline-powered passenger car]] * **Working Weeks per Year:** [[e.g., 48]] * **Relevant Emission Factor:** Use the latest EPA emission factor for a typical passenger vehicle in gCO2e/mile. Calculate the estimated annual reduction in Scope 3, Category 7 "Employee Commuting" emissions in tCO2e. Show your work. Then, briefly mention one potential "rebound effect" (e.g., increased home energy use) that could partially offset these savings.

Act as a sustainable supply chain manager. My company needs to reduce its Scope 3 emissions, which are 80% of our total footprint and concentrated in "Purchased Goods & Services." Outline a 3-tiered supplier engagement strategy. * **Tier 1: Top 20 Strategic Suppliers (by spend):** Describe a high-touch engagement approach for this group. (e.g., C-level meetings, joint decarbonization roadmaps). * **Tier 2: Next 100 Key Suppliers:** Describe a scalable engagement approach. (e.g., Group webinars, providing educational resources, requiring disclosure to CDP). * **Tier 3: The "Long Tail" (All other suppliers):** Describe a light-touch, automated approach. (e.g., Adding sustainability clauses to contracts, using platform solutions to request data). For each tier, define the primary goal of the engagement.

Act as a Chief Sustainability Officer. I am preparing a slide for the quarterly board meeting. Convert the following detailed ESG data points into three concise, high-level bullet points. Each bullet point should state the result and its implication. **Detailed Data:** * GHG emissions are down 5% year-to-date, on track for our 7% annual target. * Our key water recycling project in the California facility is operational and has reduced municipal water intake at that site by 30%. * Employee safety metric (Total Recordable Incident Rate) is 0.52, which is 15% better than the industry average of 0.61. * CDP Climate score was an A-, up from a B last year. * A new supplier code of conduct was rolled out to 95% of Tier 1 suppliers. **Desired Output Format:** * **Decarbonization on Track:** We have achieved a 5% YTD reduction in GHG emissions, positioning us to meet our annual target through continued energy efficiency and renewable energy projects. * **Risk & Resilience Strengthened:** ... * **Leadership Recognized:** ...

Act as a corporate communications director specializing in ESG. I have the full 80-page sustainability report. I need you to write a 400-word executive summary for the first page. **Key Themes from the Report:** * **Headline Achievement:** Exceeded our 2025 emissions reduction target two years ahead of schedule. * **Key Metrics:** 35% absolute reduction in Scope 1 & 2 emissions vs. 2018 baseline. 85% of electricity from renewable sources. $50M invested in climate solutions. * **Social Pillar Highlight:** Launched a new upskilling program for employees in roles affected by automation. * **Governance Pillar Highlight:** Tied executive compensation to ESG performance metrics for the first time. * **Challenges:** Scope 3 supply chain data remains a significant challenge, though we have improved data coverage by 20%. * **Forward-Looking Statement:** Our next phase will focus on deep supply chain decarbonization and advancing our circular economy initiatives. The summary should be engaging, start with the biggest achievement, group highlights by E, S, and G, transparently mention a challenge, and end with a forward-looking statement.

Act as a CEO's speechwriter. The CEO is speaking at an investor conference next week. Prepare 5 brief, clear talking points on our company's ESG strategy. The audience is financial analysts. **Company's ESG Position:** * We view ESG not as a cost but as a value driver. * Our climate strategy focuses on operational efficiency and energy cost reduction. * Our focus on employee safety and well-being reduces turnover and improves productivity. * Strong governance and transparent reporting build trust and reduce risk. * Our innovation is now focused on creating low-carbon products that open new markets. Convert these concepts into concise, confident statements the CEO can deliver. Frame everything in terms of financial performance, risk management, and competitive advantage.

Act as a communications expert. My team is presenting to the sales department, who are not familiar with ESG terminology. Provide plain-language explanations for the following five terms: 1. Scope 3 Emissions 2. Double Materiality 3. Task Force on Climate-related Financial Disclosures (TCFD) 4. Science-Based Targets (SBTi) 5. Circular Economy For each term, provide a one-sentence definition and a simple one-sentence analogy. (e.g., For Scope 3: "It's our supply chain's carbon footprint. Think of it as the emissions from making our ingredients, not just from baking the cake.")

Act as an ESG controller preparing for a third-party assurance audit of our GHG inventory. For our Scope 2 emissions figure, create a "data trail" description that an auditor can follow. **Data Points:** * **Source Data:** Monthly electricity bills (in kWh) from 75 sites, collected in a central spreadsheet. * **Data Aggregation:** Site-level kWh data was summed to get a corporate total of [[e.g., 250,000,000 kWh]]. * **Emission Factors Used:** IEA 2023 grid-average emission factors for each country of operation were used for the location-based method. For the market-based method, supplier-specific emission factors from RECs and PPA contracts were used for 80% of consumption. * **Calculation:** Total kWh multiplied by the relevant tCO2e/kWh factor. * **System of Record:** All source invoices, the central spreadsheet, and the emission factor database are stored in [[e.g., SharePoint folder link]]. Draft a paragraph that walks an auditor through this process step-by-step, from source data to the final calculation, referencing the location of all evidence.

Act as a competitive intelligence analyst. I want to benchmark our ESG performance against two key competitors. Use the data I provide to create a summary table and identify 1-2 areas where we are lagging. **Our Data ([[Company Name]]):** * CDP Climate Score: A- * Scope 1 & 2 Intensity: 15 tCO2e/$M revenue * Renewable Electricity %: 80% * Employee Turnover: 12% **Competitor A ([[Competitor A Name]]):** * CDP Climate Score: A * Scope 1 & 2 Intensity: 12 tCO2e/$M revenue * Renewable Electricity %: 100% * Employee Turnover: 14% **Competitor B ([[Competitor B Name]]):** * CDP Climate Score: B * Scope 1 & 2 Intensity: 25 tCO2e/$M revenue * Renewable Electricity %: 50% * Employee Turnover: 11% Create a markdown table comparing the four metrics across the three companies. Then, write a brief analysis stating that we are competitive but lag Competitor A in emissions intensity and renewable energy procurement, and that we have a higher turnover rate than Competitor B.

Act as a compliance specialist. A new regulation, [[e.g., California SB 253]], has just been passed. I need to understand its core requirements and identify potential gaps in our current reporting. **Regulation:** California Senate Bill 253 (Climate Corporate Data Accountability Act) **Our Current Reporting:** We report Scope 1 and 2 emissions globally. We report limited Scope 3 emissions (only business travel and commuting). Our reporting is not yet audited by a third party. Based on the known requirements of SB 253 (mandatory Scope 1, 2, and 3 emissions reporting for all 15 categories, plus third-party assurance), create a list of our top 3 gaps. For each gap, recommend a specific next step.

Act as a PR expert specializing in sustainability. We are launching a new product, the "[[Product Name]]," which is made with [[e.g., 30% recycled materials]]. Draft a 150-word announcement for our website. The language must be precise, avoid vague or unsubstantiated claims, and follow FTC Green Guides principles. **Facts:** * Product: [[Product Name]] * Specific Feature: Contains 30% recycled [[e.g., PET plastic]] by final product weight. * Benefit: This reduces the product's manufacturing carbon footprint by an estimated 15% compared to its predecessor made with 100% virgin materials. * Certification: The recycled content is certified by [[e.g., Global Recycled Standard (GRS)]]. The announcement should clearly state the specific percentage and type of recycled material, quantify the specific environmental benefit (footprint reduction), and name the certification. Do not use vague terms like "eco-friendly," "green," or "sustainable.

Act as a legal and compliance editor. Review the following marketing copy and rewrite it to be more accurate and less prone to greenwashing claims. **Original Copy:** "Our new 'Earth-Lover' line is completely sustainable and eco-friendly. By choosing this product, you are helping to save the planet. We are a carbon-neutral company, committed to protecting the environment for future generations." **Facts to Use in Rewrite:** * The product line uses 100% organic cotton. * The company purchased carbon offsets to cover its Scope 1 and 2 emissions for the last reporting year. (It is not "carbon neutral" in a certified or all-encompassing sense). * The company has a science-based target to reduce absolute emissions by 50% by 2030. Rewrite the copy to be specific. Change "completely sustainable" to mention the organic cotton. Change "carbon-neutral company" to accurately state that you offset Scope 1 and 2 emissions for [[YYYY]] while working toward a 2030 reduction target. Remove the superlative "save the planet.

Act as a crisis communications manager. Our company's emissions increased by 3% this year due to [e.g., acquiring a new manufacturing plant and a rebound in post-pandemic business activity]. Prepare a Q&A to help our communications team answer tough questions from journalists or stakeholders. **Question 1:** Your emissions went up. How can you claim you are committed to your climate goals? **Question 2:** What are you doing to address the emissions from the new facility you acquired? Draft a transparent and factual answer for each question. For Q1, acknowledge the increase, explain the business context (acquisition and growth), and reiterate the long-term commitment, pointing to the underlying intensity metric which may have improved. For Q2, state that you are integrating the new plant into your energy management system and have a plan to [e.g., invest in efficiency upgrades at that site within the next 18 months].