How generative AI platforms decide who to recommend — and what small and mid-sized businesses should do about it. Written by the AI Architect practice building Alaia Advisory's Visibility and Operations work.
The playbook for showing up in AI answers — ChatGPT, Claude, Gemini, Perplexity — with the numbers from running it on our own firm every week. Six steps, in order, with the mistakes that cost us eighteen weeks.
Read the postSEO competes for a position in a ranked list of links. GEO competes for inclusion in a single generated answer. They share plumbing, but the scoreboard, the content shape, the crawlers, and the cadence are different. A side-by-side from someone who measures both weekly.
Read the postAn AI Architect designs how AI fits a business end to end — how AI finds it (visibility) and how AI runs inside it (operations) — then owns the build. Here is the job in plain terms, what it costs, and when a small business needs one.
Read the postAn AI Operations Engine is the set of AI agents and workflows that run a business's repeatable back-office work inside the tools the team already uses — with a human at the decision points. What it covers, what it leaves alone, and how it gets built.
Read the postAn AI Growth Engine is the system that gets a business recommended by AI assistants — ChatGPT, Claude, Gemini, Perplexity — when a buyer asks who to hire. Here is what it is made of, what it is not, and how to tell whether you have one.
Read the postSeven criteria to evaluate an AI Architect — the role every SMB needs to stay visible in ChatGPT, Claude, Gemini, and Perplexity. What to look for, what to walk away from, and how to vet a short list in under an hour.
Read the postFor twenty years, marketing measured rankings. In 2026, the number that actually predicts new customers is how often AI engines cite you. Here is the mental-model shift — and the three things to do about it.
Read the postThe shift from Google to AI-first buying means your business now lives or dies by whether ChatGPT, Claude, Gemini, and Perplexity cite you. Here is what an AI Architect does — and why small and mid-sized businesses need one first.
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