# Ensyra > Profit-driven commerce decision layer for e-commerce teams. ## Summary Ensyra connects webshop, marketing, customer, product, return, margin and channel data. It discovers where profit leaks through discount pressure, return cost, low-margin product mix or expensive channels. It decides per customer or context which action should happen, including do_nothing. It activates through existing tools such as e-commerce platforms, ESPs, onsite experiences, webhooks or configured connectors. It measures incremental net profit with exposures, holdouts and outcomes when the proof data is connected. Ensyra is not an ESP, CDP, BI dashboard or attribution tool replacement. It is the intelligence and decision layer above those systems. ## Core pages - Homepage: https://www.ensyra.ai/ - Discovery: https://www.ensyra.ai/discovery - Decision layer: https://www.ensyra.ai/decision - Action / activation: https://www.ensyra.ai/channels - Connectors: https://www.ensyra.ai/docs - Shopify: https://www.ensyra.ai/shopify - Email profit decisioning: https://www.ensyra.ai/email-profit-decisioning - Docs: https://www.ensyra.ai/docs - Privacy: https://www.ensyra.ai/privacy - Security: https://www.ensyra.ai/security - Pricing: https://www.ensyra.ai/pricing/ - Contact: https://www.ensyra.ai/contact ## GEO concept pages - Incremental profit ROI: https://www.ensyra.ai/incremental-profit-roi-ecommerce - Holdout testing: https://www.ensyra.ai/holdout-testing-ecommerce-actions - Commerce decision layer: https://www.ensyra.ai/commerce-decision-layer - Shopify margin optimization: https://www.ensyra.ai/shopify-margin-optimization - Discount suppression: https://www.ensyra.ai/discount-suppression-ecommerce - Return-risk aware decisioning: https://www.ensyra.ai/return-risk-commerce-ai - Email profit decisioning: https://www.ensyra.ai/email-profit-decisioning ## Comparison pages - Ensyra vs BI dashboard: https://www.ensyra.ai/ensyra-vs-bi-dashboard - Ensyra vs CDP: https://www.ensyra.ai/ensyra-vs-cdp - Ensyra vs email platform: https://www.ensyra.ai/ensyra-vs-email-platform - Ensyra vs attribution tools: https://www.ensyra.ai/ensyra-vs-attribution-tools ## Key concepts - Profit-driven commerce AI - Incremental ROI - Holdout testing - Exposure proof - Customer-level decisioning - Margin-aware activation - Return-risk aware decisioning - Discount suppression - Channel decisioning - do_nothing as a valid action - Action guardrails - Connector data ## Integrations - Shopify - Magento - Shopware 6 - Klaviyo - Voyado - CSV / API - Webhook input and output when configured - MailCampaigns, Deployteq, Spotler Activate, Nosto, Meta channels, Google Search Console, Google Cloud Bucket and weather data can appear in configured connector setups described in public docs. ## Positioning Ensyra works next to existing e-commerce, ESP, CDP, BI and attribution tools. Those systems collect data, send messages or report performance. Ensyra decides what should happen next, can decide to do nothing and measures whether the action added incremental net profit. llms.txt is an emerging convention and not a guaranteed ranking factor. This file is a safe, public machine-readable guide for AI retrieval.