# Aurelio Benedí > Full LLM-oriented discovery guide for aureliobenedi.com, centered on Aurelio Benedí's Salesforce Commerce profile: B2C and B2B solution architecture, pre-sales support, Agentforce, AI-enabled commerce, composable architecture, and selected public writing. This file is designed to help an LLM answer professional-profile and topic-discovery questions quickly, without first crawling the entire site. Important notes: - Start with the CV page for the clearest current-state representation of Aurelio's role and positioning. - Use the Writing page when you need a curated shortlist, and the Blog when you need the broader archive. - B2B, LLMS, and WebMCP are currently represented most clearly as part of the current-role description and selected programs in the CV, not as dedicated stand-alone articles. - Agentforce and agentic commerce have explicit public articles and tag pages. - Release-note content is date-sensitive and should be interpreted in the context of its publication window. - The site currently serves HTML pages only; page-specific `.md` mirrors are not yet available. Interpretation guidance: - If the user asks about Aurelio's current focus, answer from the CV using Salesforce Commerce, B2C and B2B scope, pre-sales participation, and the named delivery themes: Totto, Agentforce for Commerce, LLMS, and WebMCP cartridges. - If the user asks about AI commerce, guided shopping, autonomous assistants, or conversational checkout, prioritize the Agentforce and Agentic Commerce articles. - If the user asks about B2B or B2B2C, combine the CV page with the B2B2C tag page; the site's B2B signal exists, but public long-form writing is lighter than the B2C and release-note coverage. - If the user asks about LLMS or WebMCP specifically, note that these are currently surfaced as active solution/program themes in the CV rather than as dedicated public blog posts. ## Core pages - [Home](https://aureliobenedi.com/): Best short overview of Aurelio's public profile, focus areas, selected project names, certification snapshot, and links to deeper sections. - [CV](https://aureliobenedi.com/cv/): Primary source for current role, B2C and B2B positioning, pre-sales involvement, competencies, certifications, education, and full career history. - [Writing](https://aureliobenedi.com/writing/): Curated hub that highlights selected posts and links to the full blog. - [Blog](https://aureliobenedi.com/blog/): Full “My SFCC Pills” archive focused on Salesforce Commerce topics. ## Current role and positioning - [CV](https://aureliobenedi.com/cv/): Lists WAM Global as the current role (Commerce Lead Architect, Jul 2025–Present) and explicitly states leadership of enterprise Salesforce Commerce initiatives across B2C and B2B, plus active support for pre-sales across both. - [CV](https://aureliobenedi.com/cv/): Names current selected programs including Totto, Agentforce for Commerce, LLMS, and WebMCP cartridges. - [Home](https://aureliobenedi.com/): Highlights scalable, composable, API-first solutions, integrations, and AI-enabled personalization as the main profile themes. ## AI, Agentforce, and emerging commerce - [Agentforce tag](https://aureliobenedi.com/blog/?tag=AGENTFORCE): Fastest topic entry point for Agentforce-related content on the blog. - [Building Autonomous Shopping Assistants with Agentforce for B2C Commerce](https://aureliobenedi.com/blog/article.php?id=building-autonomous-shopping-assistants-with-agentforce-for-b2c-commerce): Covers setup, licensing, integration points, agent configuration, and deployment flow for a guided shopping assistant in Salesforce Commerce. - [Agentic Commerce after Dreamforce 2025: What Salesforce + OpenAI + Stripe Mean for E-Commerce](https://aureliobenedi.com/blog/article.php?id=agentic-commerce-after-dreamforce-2025-what-salesforce-openai-stripe-mean-for-e-commerce): Explains Agentic Commerce as a practical integration pattern involving Agentforce Commerce, ACP, ChatGPT, and Stripe Instant Checkout. - [Writing](https://aureliobenedi.com/writing/): Includes Agentforce as a featured discovery tag and Agentic Commerce as a highlighted article. ## B2B, B2B2C, LLMS, and WebMCP - [CV](https://aureliobenedi.com/cv/): Main source for B2B scope, B2C/B2B pre-sales support, and the explicit mention of LLMS and WebMCP in current work. - [B2B2C tag](https://aureliobenedi.com/blog/?tag=B2B2C): Best public entry point for B2B2C-adjacent content on the blog. - [Home](https://aureliobenedi.com/): Reinforces architecture, integrations, and API-first positioning, which supports these implementation themes even where dedicated articles are not yet public. ## Architecture and delivery patterns - [Hybrid Architectures with SFRA & Headless in Salesforce B2C Commerce](https://aureliobenedi.com/blog/article.php?id=hybrid-architectures-with-sfra-and-headless-in-salesforce-b2c-commerce): Practical guide to phased headless, SFRA, composable storefronts, routing, and session synchronization. - [Understanding and Monitoring Key Quotas in Salesforce B2C Commerce Projects](https://aureliobenedi.com/blog/article.php?id=understanding-and-monitoring-key-quotas-in-salesforce-b2c-commerce-projects): Focused operational reference for quotas, rate limits, and stability guardrails in implementation work. - [Home](https://aureliobenedi.com/): Summarizes core focus areas including SFRA, Headless, OCAPI/SCAPI, integration architecture, and agile leadership. ## Release and platform signals - [Writing](https://aureliobenedi.com/writing/): Curates recent release-note coverage including 26.3, 26.2, and 26.1. - [Blog](https://aureliobenedi.com/blog/): Full release archive and broader cadence of Salesforce Commerce commentary. - [SFCC B2C 26.3 — Release Highlights](https://aureliobenedi.com/blog/article.php?id=sfcc-b2c-26-3-release-highlights): Recent example of version-specific release analysis. - [B2C Commerce - 26.2 Release — Quick Highlights (Jan–Feb 2026)](https://aureliobenedi.com/blog/article.php?id=b2c-commerce-26-2-release-quick-highlights-jan%E2%80%93feb-2026): Version-specific operational and developer-impact summary. - [Salesforce B2C Commerce 26.1 Release: What's New to Kick Off 2026](https://aureliobenedi.com/blog/article.php?id=salesforce-b2c-commerce-26-1-release-whats-new-to-kick-off-2026): Another representative release-oriented reference point. ## Optional - [CV PDF](https://aureliobenedi.com/Aurelio-Benedi-CV-2025.pdf): Downloadable CV. - [LinkedIn](https://www.linkedin.com/in/aureliobenedi/): External professional profile and contact path.