The vitiv.ai journal

AI, GEO, and the new shape of business automation.

Practical, vendor-neutral playbooks from the engineers who ship AI systems for a living. New essays on Generative Engine Optimization, AI agents, automation ROI, and what is actually working in 2026.

Featured

GEO & AI Search11 min read

Generative Engine Optimization (GEO) in 2026: The Complete Guide to Ranking in ChatGPT, Perplexity & Google AI Overviews

AI-referred web sessions grew 527% YoY in 2025. Here is exactly how to make ChatGPT, Perplexity, Claude, and Google AI Overviews cite your business — at any scale.

May 3, 2026Read article

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AI Strategy9 min read

AI Agents vs RPA in 2026: Which One Should You Actually Deploy?

RPA was built for predictable forms. AI agents are built for messy reality. Here is the honest 2026 framework for choosing between them — with cost, ROI, and failure modes.

May 3, 2026Read article
Customer Operations9 min read

How to Cut Customer Response Time by 70% with an AI Chatbot (Without Sounding Like a Bot)

A practical, vendor-neutral playbook for deploying an AI chatbot that resolves real tickets, hands off cleanly to humans, and pays for itself in under 90 days.

May 3, 2026Read article

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Automation10 min read

The SMB Playbook for AI Workflow Automation in 2026: From First Win to Compounding ROI

Small and mid-sized businesses now have access to enterprise-grade AI automation at SMB prices. Here is the exact 90-day plan to capture it — without hiring a data team.

May 3, 2026Read article