# Florentin Purcea — Universal

> Florentin Purcea Universal is one subscription (€2,000/month) that gives a business its entire digital department: ads, website, SEO, GEO (visibility inside AI answers), AI assistants, automation, data and product. Valhalla — Florentin's intelligence engine — scans the business continuously with evidence and proposes what is worth improving; the client approves with one tap; Florentin Purcea executes in 4 focused 10-hour sessions a month (40 hours of monthly capacity), one active focus at a time; the result is measured 14–30 days later; the loop repeats. No hourly billing. Async by default. Based in Bucharest, Romania; 15+ years in digital advertising; agency founded 2008.

Contact: purceaflorentin@gmail.com · WhatsApp +40 749 077 410 · https://florentinpurcea.com

## The three roles
- Florentin Purcea — judgment, strategy, accountability. Executes every session personally.
- Valhalla — monitoring, intelligence, memory, prioritisation. Priority = 0.30 impact + 0.20 urgency + 0.15 confidence + 0.15 strategic fit + 0.10 risk − 0.10 effort. Never acts without approval.
- Florentin AI — conversation, discovery, explanation. The assistant on the site; says "unknown" when it does not know.

## The loop (the Lane)
1. Discover — Valhalla scans your website, ads, tracking, search and AI visibility — continuously, with evidence.
2. Recommend — Each finding becomes one recommendation with a why, an expected result and a computed priority.
3. Approve — You decide: approve, discuss or not now. One tap. Nothing happens without you.
4. Queue — Approved work lands in its computed place: critical first, then impact, urgency, confidence, fit and risk minus effort.
5. 10h session — One focused 10-hour session, one active at a time. I execute; you see progress live.
6. Ship — Staging first, production with your go. Reversible, logged, verified.
7. Measure — 14–30 days later Valhalla writes the real result: delivered, observed, attributed — never invented.
8. Repeat — The next most important thing is already waiting for your approval.

## The subscription
- €2,000 per month, monthly with 30-day cancellation; annual = 11 payments for 12 months.
- 4 focused delivery sessions a month, 10 hours each, one active at a time, one primary objective per session; unused sessions roll over at most 1.
- Included: Google/Meta/TikTok/LinkedIn Ads, SEO and GEO, website performance/conversion/rebuilds in sessions, AI assistants and governed automations, tracking/analytics/dashboards/alerts, creative, product and e-commerce, monitoring and emergencies, the client portal.
- Pass-through at cost, with a receipt in the portal: media budget, licences and SaaS, paid APIs (approval above €100/month), stock; on-site production quoted separately.
- Large builds are split into sessions with a 6-month minimum. Emergencies (site down, checkout failing, tracking broken, ads account issue, security incident) run outside the 4 sessions.
- Trust: read-only first, approval before action, audit trail, reversible changes, staging before production, client owns and can export the data.
- Free entry: Valhalla Pulse (https://florentinpurcea.com/pulse) scans public signals of any website in seconds; the full Opportunity Map is delivered inside the first paid month.

## Proof (verifiable; Delivered / Observed / Attributed always separated)
- [A multi-agent advertising operating system](https://florentinpurcea.com/proof/advertising-operating-system) [live]: ~1,900 → ~180 real leads (Delivered)
- [A dental clinic conversion system with an AI concierge](https://florentinpurcea.com/proof/dental-clinic-conversion-system) [built, awaiting client go]: LCP 11.9 s → Lighthouse 93 / 100 / 100 / 100 (Delivered)
- [A phone-first emergency service platform, live](https://florentinpurcea.com/proof/emergency-service-site) [live]: 207 URLs kept — none lost · Lighthouse 100 × 4 (Delivered)
- [An AI-search visibility operating system](https://florentinpurcea.com/proof/ai-search-operating-system) [built, awaiting client go]: 13 MCP tools · 2 approved opportunities executed on the pilot (Delivered)
- [A professional-firm site with a quote builder and a verified assistant](https://florentinpurcea.com/proof/accounting-firm-growth-site) [built, awaiting client go]: Lighthouse 100 × 4 · 15 end-to-end tests green (Delivered)
- [A lab-results explainer, GDPR art. 9 by design](https://florentinpurcea.com/proof/lab-results-explainer) [live]: Live · zero analytics, zero third-party requests (Delivered)
- [An edge storefront replacing WooCommerce](https://florentinpurcea.com/proof/edge-storefront) [built, awaiting client go]: 579 URLs · accessibility 100 · LCP under 2.5 s (Delivered)
- [A control plane for a 51-project portfolio](https://florentinpurcea.com/proof/portfolio-control-plane) [internal]: 19 recommendations validated with before/after numbers (Attributed)
- Facts bank: 12 advertising accounts run every day; 281 governed tools per ads account; 207 legacy URLs kept in one migration — none lost; ~1,900 recorded leads of which ~180 were real (tracking fix).

## Capabilities inside the subscription
- [AI Systems](https://florentinpurcea.com/capabilities/ai-systems): Agents, assistants and knowledge systems that act inside your business.
- [AI Business Interface](https://florentinpurcea.com/capabilities/ai-business-interface): Not a bubble in the corner. The front door of your business.
- [Ads OS](https://florentinpurcea.com/capabilities/ads-os): An operating system for advertising, not a dashboard.
- [Intelligent Websites](https://florentinpurcea.com/capabilities/intelligent-websites): Websites that convert, converse, learn and sell.
- [Business Automation](https://florentinpurcea.com/capabilities/business-automation): Lead → qualification → CRM → meeting → proposal → follow-up → reporting. Without a human in between, unless you want one.
- [AI Product Development](https://florentinpurcea.com/capabilities/ai-product-development): From idea to product. MVP, SaaS, portals, dashboards, APIs.
- [E-commerce Systems](https://florentinpurcea.com/capabilities/ecommerce-systems): Intelligent shopping: conversational, measured, automated.
- [Generative Visual Systems](https://florentinpurcea.com/capabilities/generative-visual-systems): Images that respect the truth of the project.
- [Video & Creative AI](https://florentinpurcea.com/capabilities/video-creative-ai): Creative pipelines, dynamic content, cinematic web.
- [Data & Analytics](https://florentinpurcea.com/capabilities/data-analytics): Tracking that is true. Reports that arrive by themselves.
- [SEO + GEO](https://florentinpurcea.com/capabilities/seo-geo): Found in search. Recommended by AI.
- [Custom Systems](https://florentinpurcea.com/capabilities/custom-systems): Don't see what you need? I can build it.

## Systems a session can ship (29 concepts with interactive demos; demo data is fictional and labelled)
- [AI Receptionist](https://florentinpurcea.com/systems/ai-receptionist): Answers, books, routes — 24/7, in your tone.
- [AI Sales Assistant](https://florentinpurcea.com/systems/ai-sales-assistant): Qualifies, answers objections, books the demo.
- [AI Marketing OS](https://florentinpurcea.com/systems/ai-marketing-os): Every account, every platform, one governed system.
- [AI Real Estate Assistant](https://florentinpurcea.com/systems/ai-real-estate-assistant): Matches buyers to units, verified availability, books the viewing.
- [AI Dental Concierge](https://florentinpurcea.com/systems/ai-dental-concierge): Medical guardrails, symptom navigation, booking in chat.
- [AI Accounting Assistant](https://florentinpurcea.com/systems/ai-accounting-assistant): Answers only from approved sources. Quotes in 30 seconds.
- [AI E-commerce Advisor](https://florentinpurcea.com/systems/ai-ecommerce-advisor): Recommends from live stock, explains, adds to cart.
- [AI Automotive Assistant](https://florentinpurcea.com/systems/ai-automotive-assistant): From "my car won't start" to a booked slot or a dispatched truck.
- [AI Restaurant & Venue Assistant](https://florentinpurcea.com/systems/ai-restaurant-assistant): Menus, allergies, tables, event quotes — instantly.
- [AI Booking Assistant](https://florentinpurcea.com/systems/ai-booking-assistant): Concurrency-safe booking: never two people in one slot.
- [AI Support Center](https://florentinpurcea.com/systems/ai-support-center): Resolves the 70%, escalates the 30% with context.
- [AI Recruitment Assistant](https://florentinpurcea.com/systems/ai-recruitment-assistant): Screens, schedules, keeps every candidate informed.
- [AI Internal Knowledge Base](https://florentinpurcea.com/systems/ai-internal-knowledge-base): Your procedures, answered with the source, in Slack or on the web.
- [AI Analytics Center](https://florentinpurcea.com/systems/ai-analytics-center): Ask a question in words, get a number with its source.
- [AI Website Concierge](https://florentinpurcea.com/systems/ai-website-concierge): A front door that answers, qualifies and hands over.
- [Lead Generation Engine](https://florentinpurcea.com/systems/lead-generation-engine): Ads → landing → qualification → CRM → follow-up. One system.
- [Ads Intelligence System](https://florentinpurcea.com/systems/ads-intelligence-system): Weekly read-only check of every account, with evidence.
- [Automated Reporting System](https://florentinpurcea.com/systems/automated-reporting-system): Every Monday, an Excel per client, from live APIs, in Drive.
- [Conversational Store](https://florentinpurcea.com/systems/conversational-store): The shop talks. Discovery, fit, checkout — in one thread.
- [Generative Real Estate Platform](https://florentinpurcea.com/systems/generative-real-estate-platform): See the exact unit before it exists — floors and views from the real plans.
- [Creative AI Studio](https://florentinpurcea.com/systems/creative-ai-studio): Hundreds of on-brand static and motion variants, gated for quality.
- [Dynamic Content Engine](https://florentinpurcea.com/systems/dynamic-content-engine): Organic posts generated, scheduled, scored and improved weekly.
- [Business Operations Dashboard](https://florentinpurcea.com/systems/business-operations-dashboard): What is broken, stale or waiting — every morning, with confidence.
- [Client Portal](https://florentinpurcea.com/systems/client-portal): Documents, requests, reports, invoices — one login, per client.
- [AI SaaS](https://florentinpurcea.com/systems/ai-saas): Multi-tenant, billed, tested, running on the edge from day one.
- [Marketplace](https://florentinpurcea.com/systems/marketplace): Supply, demand, matching, payments, trust — built to take a fee.
- [Custom CRM](https://florentinpurcea.com/systems/custom-crm): Your process, not a vendor's. With AI on every record.
- [AI Visibility Monitor](https://florentinpurcea.com/systems/ai-visibility-monitor): How ChatGPT, Gemini and Perplexity describe you — with confidence intervals.
- [Luxury & Hospitality Site](https://florentinpurcea.com/systems/luxury-brand-site): Cinematic, quiet, fast. A concierge that never invents availability.

## Solutions (the problem as the client says it → what enters the solution → the first session)
- [More leads](https://florentinpurcea.com/solutions/more-leads): "I have traffic, but no leads." → first session: Conversion audit on the landing pages + tracking repair
- [More sales](https://florentinpurcea.com/solutions/more-sales): "I want more sales." → first session: Sales measurement with value + campaign restructure by intent
- [Lower costs](https://florentinpurcea.com/solutions/lower-costs): "I pay too much for Ads." → first session: Spend audit + conversion repair + exclusions
- [Correct tracking](https://florentinpurcea.com/solutions/correct-tracking): "I do not know if my tracking is correct." → first session: Tracking repair: GTM + GA4 + Ads conversions + Consent Mode v2
- [Conversion growth](https://florentinpurcea.com/solutions/conversion-growth): "My website does not convert." → first session: Speed + clarity on the 3 landing pages with the most paid traffic
- [AI visibility](https://florentinpurcea.com/solutions/ai-visibility): "I do not show up in AI search." → first session: AI visibility sample + entity signals on the site
- [Automation](https://florentinpurcea.com/solutions/automation): "I want to automate processes." → first session: Process map + the first automation (lead → CRM → notification)
- [New website](https://florentinpurcea.com/solutions/new-website): "I want a new website or a product." → first session: Site architecture + the first landing page live

## Academy (45 free lessons and product tutorials, Romanian-first with English versions, dated; https://florentinpurcea.com/academy)
- Google Ads (https://florentinpurcea.com/en/academy/google-ads): Auction, conversions, Performance Max — what actually matters.
- Meta Ads (https://florentinpurcea.com/en/academy/meta-ads): Structure, creative, Conversions API.
- TikTok Ads (https://florentinpurcea.com/en/academy/tiktok-ads): A first campaign without wasted budget.
- LinkedIn Ads (https://florentinpurcea.com/en/academy/linkedin-ads): B2B with a controlled budget.
- GA4 (https://florentinpurcea.com/en/academy/ga4): Events, key events, attribution.
- Google Tag Manager (https://florentinpurcea.com/en/academy/gtm): Tags, triggers, server-side.
- Tracking (https://florentinpurcea.com/en/academy/tracking): Consent Mode, verification, data you can trust.
- SEO (https://florentinpurcea.com/en/academy/seo): The technical foundation and content that brings customers.
- GEO (https://florentinpurcea.com/en/academy/geo): Visibility inside AI answers.
- AI (https://florentinpurcea.com/en/academy/ai): What is real, what is useful, what is hype.
- Chatbots (https://florentinpurcea.com/en/academy/chatbots): Assistants that help, not annoy.
- Automation (https://florentinpurcea.com/en/academy/automation): Processes that run themselves, with governance.
- Websites (https://florentinpurcea.com/en/academy/websites): Speed, architecture, maintenance.
- CRO (https://florentinpurcea.com/en/academy/cro): Conversion: from traffic to customers.
- E-commerce (https://florentinpurcea.com/en/academy/ecommerce): Feeds, tracking, checkout.
- Valhalla (https://florentinpurcea.com/en/academy/valhalla): How to use the engine: approvals, queue, sessions, impact.
- Universal (https://florentinpurcea.com/en/academy/universal): How the subscription works, month after month.
- Learning path: Performance Marketing (https://florentinpurcea.com/en/academy/paths/performance-marketing) — From the first Google Ads auction to correctly measured conversions and pages that convert.
- Learning path: AI for business (https://florentinpurcea.com/en/academy/paths/ai-business) — From basics to chatbots, RAG, agents and automations that run with governance.
- Learning path: Search visibility (https://florentinpurcea.com/en/academy/paths/search-visibility) — Technical SEO, GEO, structured data and the entity architecture that makes you visible inside AI answers.
- Learning path: Measure everything correctly (https://florentinpurcea.com/en/academy/paths/measure-everything) — Tracking checklist, GTM, Consent Mode v2, key events and server-side tagging.
- [How the Google Ads auction works (and why the highest bidder does not win)](https://florentinpurcea.com/en/academy/google-ads/how-google-ads-auction-works) [lesson, beginner, 6 min, updated 2026-09-28]: Ad Rank, Quality Score, actual CPC. What happens in the milliseconds between a search and the ad shown — explained without jargon.
- [Conversion tracking that automated bidding can trust](https://florentinpurcea.com/en/academy/google-ads/conversion-tracking-that-bids-can-trust) [lesson, intermediate, 6 min, updated 2026-09-28]: Conversion actions, primary vs secondary, enhanced conversions, GA4 import or direct tag. Why a duplicated or wrong conversion breaks automated bidding, and how to verify end to end with a test conversion.
- [Performance Max: when it makes sense and how to keep it under control](https://florentinpurcea.com/en/academy/google-ads/performance-max-when-and-how) [lesson, advanced, 5 min, updated 2026-09-28]: What PMax is, when it pays off (e-commerce with a feed, lead gen with solid data) and when it does not, asset groups, audience signals, brand exclusions, how to read its reporting honestly and how to guard against low-quality leads.
- [How a Meta Ads account is structured in 2026: campaign, ad set, ad — and what actually matters](https://florentinpurcea.com/en/academy/meta-ads/meta-ads-structure-2026) [lesson, beginner, 5 min, updated 2026-09-28]: The three levels, Advantage+ vs manual, broad vs interests, creative as the real targeting lever, budget and the learning phase, what to look at in the first 7 days.
- [Meta Conversions API: why the pixel alone is not enough and what a correct setup looks like](https://florentinpurcea.com/en/academy/meta-ads/meta-conversions-api) [lesson, intermediate, 5 min, updated 2026-09-28]: Pixel vs Conversions API, why the browser loses events (consent, ad blockers, iOS), Event Match Quality, deduplication with event_id, the correct setup and verification in Events Manager.
- [Your first TikTok Ads campaign for a Romanian SME: a guide without wasted budget](https://florentinpurcea.com/en/academy/tiktok-ads/tiktok-ads-first-campaign) [guide, beginner, 5 min, updated 2026-09-28]: Choosing the objective, creative that fits the platform (native, first 2 seconds, sound), Spark Ads, pixel and events, the test budget — and when TikTok is not the right channel.
- [LinkedIn Ads for B2B without burning the budget](https://florentinpurcea.com/en/academy/linkedin-ads/linkedin-ads-b2b-without-burning-budget) [guide, intermediate, 6 min, updated 2026-09-28]: High CPCs, when it pays off (high deal value), targeting by job function and company, Lead Gen Forms vs landing pages, Insight Tag and conversions, retargeting, realistic budgets and where the money usually leaks.
- [Website speed and Core Web Vitals: what you pay for twice when the page is slow](https://florentinpurcea.com/en/academy/websites/website-speed-core-web-vitals) [lesson, beginner, 5 min, updated 2026-09-28]: LCP, INP and CLS explained for a business owner. How to measure properly, the usual culprits and what a fix session looks like.
- [Website architecture that grows with you (and does not hold you hostage)](https://florentinpurcea.com/en/academy/websites/website-architecture-that-scales) [lesson, intermediate, 5 min, updated 2026-09-28]: Static-first and edge, CMS versus code, when WordPress is fine and when it becomes a liability, the "one migration, zero lost URLs" discipline, performance budgets and who owns what.
- [CRO fundamentals: from traffic to customers, without guessing](https://florentinpurcea.com/en/academy/cro/cro-fundamentals) [lesson, beginner, 5 min, updated 2026-09-28]: What a conversion is for your business, the 5 usual leaks in the funnel, why qualitative comes before quantitative and when an A/B test does (not) make sense.
- [Anatomy of a landing page that converts paid traffic](https://florentinpurcea.com/en/academy/cro/landing-pages-that-convert) [guide, intermediate, 6 min, updated 2026-09-28]: Message match with the ad, one offer and one action, proof, a short form, speed, what to remove and how to measure. With examples for a clinic, a car repair shop and an accounting firm.
- [E-commerce tracking and feeds: GA4 events, Merchant Center and the revenue that does not match](https://florentinpurcea.com/en/academy/ecommerce/ecommerce-tracking-and-feeds) [lesson, intermediate, 6 min, updated 2026-09-28]: GA4 e-commerce events with items and transaction_id, deduplication, feed quality in Merchant Center, the feed → Shopping / Performance Max path and why revenue in Ads, platform and bank never matches.
- [Conversion checklist for a Romanian online store](https://florentinpurcea.com/en/academy/ecommerce/ecommerce-conversion-checklist) [guide, beginner, 6 min, updated 2026-09-28]: Product page, trust (ANPC, reviews, contact), checkout friction, cash on delivery and card, shipping thresholds, abandoned cart, mobile speed, search and post-purchase emails. With a checklist table.
- [The technical SEO foundation: what has to work before any content](https://florentinpurcea.com/en/academy/seo/seo-technical-foundations) [lesson, beginner, 5 min, updated 2026-09-28]: Crawlability, indexing, speed, mobile, URLs and redirects. The invisible things that decide whether Google can find and show you — and how to check them in Search Console.
- [Content that ranks and converts: intent, structure, evidence](https://florentinpurcea.com/en/academy/seo/content-that-ranks-and-converts) [lesson, intermediate, 5 min, updated 2026-09-28]: Why a guide with thousands of visits brings zero customers, how to build a service page and a guide, what E-E-A-T and "helpful content" mean for a small business, and how to measure it all in Search Console.
- [What GEO is: how to get cited inside AI answers](https://florentinpurcea.com/en/academy/geo/what-is-geo) [lesson, beginner, 5 min, updated 2026-09-28]: ChatGPT, Gemini, Perplexity, Google AI Overviews, Copilot. How they pick sources, how GEO relates to SEO, what you can do this month and how to check whether you show up.
- [Structured data for AI search: schema.org, JSON-LD and what Google really shows in 2026](https://florentinpurcea.com/en/academy/geo/structured-data-for-ai-search) [lesson, intermediate, 5 min, updated 2026-09-28]: Organization, LocalBusiness, Product, Article, FAQPage. What still produces rich results, what stopped in 2023, why it matters anyway for the machines reading your site, and how to validate without errors.
- [Entity architecture: one version of the truth about your business](https://florentinpurcea.com/en/academy/geo/entity-architecture-for-ai-visibility) [lesson, advanced, 6 min, updated 2026-09-28]: How AI systems build a picture of your business from every source, why two prices or two addresses drop you from the answer, what sameAs and a facts page are — and a 5-step plan.
- [How to approve a recommendation](https://florentinpurcea.com/en/academy/valhalla/how-to-approve-a-recommendation) [tutorial, beginner, 3 min, updated 2026-09-28]: What a card shows, what "Approve" and "Not now" mean, and what happens the second after you approve.
- [How the queue works](https://florentinpurcea.com/en/academy/valhalla/how-the-queue-works) [tutorial, beginner, 3 min, updated 2026-09-28]: The order in "Next up": critical first, then score, then age, with dependencies respected. The score formula in plain words and how you can move items.
- [How the next session is chosen](https://florentinpurcea.com/en/academy/valhalla/how-the-next-session-is-chosen) [tutorial, beginner, 3 min, updated 2026-09-28]: From queue to calendar: one active session, weekly slots proposed in queue order, capacity horizons and what moves things.
- [How to use the Valhalla portal](https://florentinpurcea.com/en/academy/valhalla/how-to-use-valhalla) [tutorial, beginner, 3 min, updated 2026-09-28]: The full tour: Home, Improve, Sessions, Results, Account — plus the phone app, the notification bell and the Monday digest.
- [How to add a request (and when it is an emergency)](https://florentinpurcea.com/en/academy/valhalla/how-to-add-a-request) [tutorial, beginner, 3 min, updated 2026-09-28]: You write what you want changed, Valhalla scopes it, Florentin prioritises it. Plus the "Something is broken" button: the five emergency kinds and how they run outside the sessions.
- [How to see what was delivered](https://florentinpurcea.com/en/academy/valhalla/how-to-see-what-was-delivered) [tutorial, beginner, 3 min, updated 2026-09-28]: Session history, the recap of a delivered session, confirming delivery, "Everything we changed" in Results and the full export of your data.
- [How to track impact](https://florentinpurcea.com/en/academy/valhalla/how-to-track-impact) [tutorial, intermediate, 3 min, updated 2026-09-28]: Delivered / Observed / Attributed — three words that never mix. The measurement window, "before → after" in Results, why attribution is stated honestly and the monthly recap.
- [How to connect Google Ads](https://florentinpurcea.com/en/academy/valhalla/how-to-connect-google-ads) [tutorial, beginner, 3 min, updated 2026-09-28]: The Google connection in Account is read-only and includes Ads. But the ads account analysis runs through Florentin's Ads Check engine — here is how it links up, honestly, step by step.
- [How to connect GA4 and Search Console](https://florentinpurcea.com/en/academy/valhalla/how-to-connect-ga4) [tutorial, beginner, 3 min, updated 2026-09-28]: The same Google connection, two readers: GA4 and Search Console. What Valhalla reads exactly, what it discovers on its own, what it unlocks in the portal and what it never does.
- [How to connect Meta (Facebook & Instagram)](https://florentinpurcea.com/en/academy/valhalla/how-to-connect-meta) [tutorial, beginner, 3 min, updated 2026-09-28]: Honestly: Meta reading is not self-service in the portal yet. How you grant partner access to Florentin, what he analyses and what changes when the connection becomes automatic.
- [How to use Florentin AI and "Ask Valhalla"](https://florentinpurcea.com/en/academy/valhalla/how-to-use-florentin-ai) [tutorial, beginner, 3 min, updated 2026-09-28]: The assistant on the site (Florentin AI) and the one in the portal (Valhalla): what they know, where it comes from, when they say "I don't know", how they hand off to Florentin and which questions are worth asking.
- [How the 4 monthly sessions work](https://florentinpurcea.com/en/academy/universal/how-the-4-monthly-sessions-work) [tutorial, beginner, 3 min, updated 2026-09-28]: 4 sessions × 10 hours = 40 hours of capacity a month. One active at a time, one objective each, weekly rhythm, one-session rollover, "part 2" when it does not fit — and what "your month" looks like in the portal.
- [What happens in month one](https://florentinpurcea.com/en/academy/universal/what-happens-in-month-one) [tutorial, beginner, 4 min, updated 2026-09-28]: From the first onboarding screen to the first delivered session: business, website, goals, scan, activation, the Opportunity Map within 48 hours, first approvals, the Google connection.
- [Emergencies and broken things](https://florentinpurcea.com/en/academy/universal/emergencies-and-broken-things) [tutorial, beginner, 3 min, updated 2026-09-28]: The five emergency kinds, how they suspend the current session, how the emergency session starts and how work resumes — all logged, without consuming one of the 4 sessions.
- [What is included and what passes through](https://florentinpurcea.com/en/academy/universal/what-is-included-and-what-passes-through) [tutorial, beginner, 3 min, updated 2026-09-28]: Every capability in one subscription; media budget, licences and paid APIs at cost, with approval above €100/month. Terms: monthly with 30-day cancellation, annual 11 for 12, large builds minimum 6 months.
- [AI for business: what a language model actually does (and what it does not)](https://florentinpurcea.com/en/academy/ai/ai-for-business-basics) [lesson, beginner, 5 min, updated 2026-09-28]: Models predict text, know nothing about your business and are just as confident when wrong. What they are good at, what they are not, and the three questions before any AI project.
- [RAG explained for business: how AI answers from your documents, not from imagination](https://florentinpurcea.com/en/academy/ai/rag-explained-for-business) [lesson, intermediate, 5 min, updated 2026-09-28]: Why a model gets your company wrong, how retrieval works (chunks, embeddings, grounded answers), what makes it good, what breaks it, and how to test it with 30 real questions.
- [A chatbot that actually helps: what it must do for a Romanian SME](https://florentinpurcea.com/en/academy/chatbots/chatbot-that-actually-helps) [lesson, beginner, 5 min, updated 2026-09-28]: The 20 real questions, booking or qualifying, fast handoff to a human, WhatsApp and website. The content to prepare before code, what to measure, and why you read transcripts for two weeks.
- [AI agents vs. chatbots: when it is worth letting a model act](https://florentinpurcea.com/en/academy/chatbots/ai-agents-vs-chatbots) [lesson, intermediate, 5 min, updated 2026-09-28]: A chatbot answers; an agent acts in your systems. What tools are, when the risk is worth it, guardrails in the right order, and the honest limits of agents in 2026.
- [Which processes to automate first: the repeat · volume · rules test](https://florentinpurcea.com/en/academy/automation/automation-first-processes) [guide, beginner, 6 min, updated 2026-09-28]: How to pick the first process to automate, the one-page map, quick wins that work almost everywhere, platforms vs. code, the broken-process mistake, and how to measure hours saved honestly.
- [Automation with governance: processes that run themselves without keeping you up at night](https://florentinpurcea.com/en/academy/automation/automation-with-governance) [lesson, advanced, 6 min, updated 2026-09-28]: Least privilege, approval on money and customer-facing actions, idempotency, logging and alerts, rollback, staging, secrets, API drift and a named owner. The model Universal itself runs on.
- [GA4 in 30 minutes: what a business owner needs to know (and what to ignore)](https://florentinpurcea.com/en/academy/ga4/ga4-in-30-minutes) [lesson, beginner, 6 min, updated 2026-09-28]: The event model, the 4 reports that matter, what "users" and "sessions" really mean, the retention setting and the links to Google Ads and Search Console.
- [Key events and attribution in GA4: why your numbers never match Google Ads](https://florentinpurcea.com/en/academy/ga4/ga4-key-events-and-attribution) [lesson, intermediate, 6 min, updated 2026-09-28]: How to mark key events, which parameters matter, data-driven vs last click, conversion windows and the five reasons GA4 and Google Ads show different numbers without either being wrong.
- [Google Tag Manager from zero: one container, no code in your site](https://florentinpurcea.com/en/academy/gtm/gtm-fundamentals) [lesson, beginner, 5 min, updated 2026-09-28]: What GTM is and why every site needs one container. Tags, triggers, variables, the data layer explained on a form, Preview, versions, naming conventions and what never goes into GTM.
- [Server-side tagging: what it fixes, what it does not, and when to skip it](https://florentinpurcea.com/en/academy/gtm/gtm-server-side-tagging) [lesson, advanced, 5 min, updated 2026-09-28]: How a GTM server container works, why the first-party domain matters, what you gain on cookies, ad blockers and speed, what does not change about consent, what it costs and when a small business should wait.
- [Consent Mode v2, explained: a banner without signals is worth nothing](https://florentinpurcea.com/en/academy/tracking/consent-mode-v2-explained) [lesson, intermediate, 5 min, updated 2026-09-28]: The four signals, basic vs advanced, behavioural modelling, the role of the CMP, how to verify in Tag Assistant, GA4 and Google Ads, and the mistakes repeated on most sites.
- [Is your tracking correct? A 15-minute checklist, no developer needed](https://florentinpurcea.com/en/academy/tracking/is-your-tracking-correct-checklist) [guide, beginner, 5 min, updated 2026-09-28]: Eight checks you run yourself, with the site, GA4 and your phone: thank-you page, calls, WhatsApp, duplicates, Google Ads vs GA4, consent, internal traffic, UTM.

## What changed (platform updates that affect businesses; Valhalla checks affected clients automatically)
- 2025-08-02 · AI Act: the first obligations apply; chatbot transparency is next — Say clearly that the user is talking to an AI, keep a human one tap away, never let the assistant take decisions with legal or medical effect. Document what it does and does not do.
- 2025-06-28 · The European Accessibility Act applies to online shops and digital services — Run a WCAG audit on product pages and checkout: contrast, keyboard navigation, form labels, alt text. Accessibility helps conversion too.
- 2025-06-12 · Google removed support for seven rich result types — Do not remove them for the sake of it — machines reading the page still use them. Focus the effort on Organization, LocalBusiness, Product/Offer, Article and Breadcrumb.
- 2025-05-20 · AI Mode: Google answers conversationally, with sources, in its own tab — Consistent facts everywhere, pages that fully answer one question, visible author and date, clear structure. Measure impressions and clicks in Search Console, not just positions.
- 2025-04-22 · Chrome is not removing third-party cookies — but nothing changes for consent — Relax nothing: Consent Mode v2, Conversions API/server-side and first-party data remain the foundation. Third-party cookies survive in one browser, not all of them.
- 2025-03-01 · Video Action campaigns moved into Demand Gen — Review the migrated campaigns: creatives (vertical, short), audiences, excluded placements and the conversion you optimise for. Do not leave the migration unsupervised.
- 2025-01-01 · e-Factura became mandatory for sales to consumers (B2C) too — Check the flow with your accountant: order → invoice → e-Factura transmission, automated. Manual does not scale. Keep billing data correct in the checkout.
- 2024-09-03 · llms.txt — a convention for describing your site to AI models — Publish /llms.txt with the canonical facts: who you are, what you sell, to whom, at what price, links to key pages. Keep it in sync with the site.
- 2024-05-14 · Google answers with AI above the results (AI Overviews, then AI Mode) — Answer customers' real questions clearly on dedicated pages, keep facts consistent everywhere, measure impressions in Search Console.
- 2024-03-12 · INP replaced FID in Core Web Vitals — Check the Core Web Vitals report in Search Console; the target is INP ≤ 200 ms. Reduce third-party JavaScript.
- 2024-03-06 · Consent Mode v2 is mandatory for any account advertising in the EEA — Check in Tag Assistant that all four signals leave correctly after the banner interaction. A visible banner does not mean signals are sent.
- 2024-03-01 · Discovery campaigns became Demand Gen — Review creatives (vertical video), audiences and which conversion you optimise; do not leave the automatic migration unsupervised.
- 2023-08-08 · FAQ rich results were restricted to authoritative government and health sites — Keep FAQs for users and for AI; stop building them for the SERP.
- 2023-07-01 · Universal Analytics stopped; GA4 is the only Analytics — Mark key events, set data retention to 14 months, link Google Ads and Search Console, rebuild the reports.
- 2021-04-26 · The pixel alone is no longer enough: Conversions API is the Meta standard — Implement CAPI (direct or via server-side GTM), send event_id for deduplication, watch Event Match Quality.

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