ESG reporting prompt builder
Sustainability and ESG reporting is structured, framework-driven writing — each standard expects specific disclosures in a specific order. A generic prompt produces vague, greenwash-prone prose. This ESG reporting prompt builder takes your framework, your available metrics, the reporting period, and the audience, and produces an AI prompt that drafts each disclosure section to the logic of the standard you actually report against.
How it works
You pick one of four frameworks — GRI, TCFD, CSRD/ESRS, or SASB — and supply the metrics you have plus the period and audience. The builder composes a prompt that instructs the model to draft the relevant disclosure sections in the right structure, ground every statement in the metrics you provide, and flag any claim it cannot support. The output is a draft you take into your own assurance and sustainability review. Everything runs locally in your browser; your figures are never uploaded.
Tips and notes
- Match the framework to your obligation. EU entities increasingly report under CSRD/ESRS; investors often expect TCFD-aligned climate disclosure.
- Feed real metrics only. The prompt asks the AI to flag unsupported claims, but accuracy is your responsibility — never let the model invent figures.
- Keep assurance in the loop. Much ESG data must be externally verified; AI drafting speeds the narrative, not the audit.
- Avoid superlatives. Specific, dated, sourced statements resist greenwashing accusations far better than glowing adjectives.