What is AI Visibility?

AI Visibility is the discipline of engineering your digital presence so ChatGPT, Google AI Overviews, Perplexity, Claude, and Gemini can discover, understand, and recommend your brand.

How is AI Visibility different from traditional SEO?

Traditional SEO asked how to rank on page 1. AI Visibility asks how to become the answer AI gives. Read AI Visibility vs traditional SEO and AIO vs traditional SEO.

What are AIO, AEO, and GEO?

AIO (AI Optimization) structures a site so AI crawlers can parse and index it. AEO (Answer Engine Optimization) makes content the definitive answer AI cites. GEO (Generative Engine Optimization) optimizes for generative search engines. See FAQ schema for AEO.

Who should hire Will Spurlock for AI Visibility?

Small businesses, blue-collar trades, cannabis brands, music artists, and forward-thinking companies who want custom-coded React sites and AI agents so ChatGPT, Perplexity, and Google AI Overviews can cite their brand.

How do ChatGPT, Perplexity, and Google AI Overviews find a brand?

They find brands through structured schema, clean semantic HTML, and pre-rendered content. Sites without those are invisible to generative engines.

What is filed under AI Agents?

This category files posts about autonomous agents that take a goal, call tools over MCP, and complete multi-step work in n8n or ChatGPT without a human clicking every stage. You will find operations, sales, and support agents, plus the guardrails that keep them from inventing answers. Will Spurlock writes from production setups: when an agent beats a plain automation, how to start read-only, and how to hand work back to a person. Coverage includes first-server setup, inbound lead handling, and overnight jobs that still need an audit trail. If you want the agents-only shelf, this is that collection.

14 posts as of 2026-10-12, counted from content/blog frontmatter

All Topics AI Models & Frontier News136 AI Agents & Automation133 AI Coding & Dev Tools35 Growth & Operations16 Web Design & Digital Craft14 AI Policy & Safety6 AI Visibility89 AI Automation33 AI Agents14

AI Agents

14 posts as of 2026-10-12, counted from content/blog frontmatter·All categories

AI Agents

Best AI Agent Platform for a Non-Technical Team in 2026

A non-technical team should buy Hyperagent for a repeating job or Abacus ChatLLM for a shared chat seat. n8n stays the automation pick, not the first agent buy.

10/12/2026

19 min read

AI Agents

From Scattered Chatbots to a Single Operating Layer for Agents

Scattered chatbots start each chat fresh and keep private notes. Move one job onto a single operating layer for AI agents, then close the old paste Monday.

10/11/2026

21 min read

AI Agents

OpenAI Agents SDK vs Claude Code: Pick the Seat, Not the Logo

I pick OpenAI Agents SDK vs Claude Code by who the agent serves. A customer gets the SDK inside the product. A repo gets Claude Code sitting at the keyboard.

9/30/2026

21 min read

AI Agents

Evaluating AI Agents by Outcome: The Eval Harness That Measures Business Impact, Not Token Math

Evaluating AI agents by outcome means a second person can check the end state in the system of record. Token totals stay on the bill, off the pass line.

9/29/2026

18 min read

AI Agents

Your First MCP Server Without a Developer: What It Takes and What It Does

An MCP server lets Claude Desktop, ChatGPT, or n8n call your business tools. How a non-developer connects — and why the first server should stay read-only.

8/18/2026

17 min read

AI Agents

AI Agents for Operations: Replacing the Repetitive Tasks That Drain Your Team

Yes — an AI agent can analyze your ops data and recommend next moves, but only if you give it the right access, read-only first, and a human approval layer.

8/4/2026

14 min read

AI Agents

How to Use an AI Agent to Handle Inbound Leads While You Sleep

Capture, qualify, route, and book inbound leads overnight — plus competitor watch, social triage, and complaint handling that protect tomorrow's pipeline.

7/28/2026

21 min read

AI Agents

AI Sales Agents in 2026: What They Can Do, What They Can't, and When to Deploy One

AI sales agents can research, qualify, sequence outbound, and book calls — but not negotiate or invent trust. Here's what works in 2026 and when to deploy.

7/21/2026

22 min read

AI Agents

Self-Healing AI Agents: How to Build Workflows That Recover From Their Own Errors

Self-healing AI agents recover from their own failures with retries, compensation, watchdogs, and escalation. Here's the production pattern stack I ship.

7/14/2026

18 min read

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Frequently asked questions

What does AI Agents mean on this blog?

How many posts are filed under AI Agents?

14 posts as of 2026-10-12, counted from content/blog frontmatter.

What should I read first in AI Agents?

Start with "Best AI Agent Platform for a Non-Technical Team in 2026". A non-technical team should buy Hyperagent for a repeating job or Abacus ChatLLM for a shared chat seat. n8n stays the automation pick, not the first agent buy.