How to Evaluate an AI Agent Before It Touches Client Work
Test one agent, one workflow, and one permission set before client data or live actions are involved. Use this scorecard, hard-stop list, and staged pilot plan.
AI Tools
How AI Search Optimization Tools Actually Increase Organic Traffic
Table of Contents What These Tools Actually Measure From Visibility Data to Content Decisions Where the Organic Traffic Gain Comes From What a Tool Cannot Tell You Pairing Tooling With the Work Itself Frequently Asked Questions Quick Takeaways Here’s what… Read More »How AI Search Optimization Tools Actually Increase Organic Traffic
LLM SEO Tools: The Free Stack for Checking AI Visibility
Table of Contents What an LLM SEO Tool Should Actually Measure Step One: Find Out Whether AI Answers Mention You at All Step Two: Score the Page an AI Engine Would Have to Read Step Three: Fix Credibility Before You… Read More »LLM SEO Tools: The Free Stack for Checking AI Visibility
AI Skills vs. Prompts: When Should a Workflow Become Reusable?
A prompt is cheap to start; a maintained skill is easier to repeat and govern. Here is how to choose among a prompt, template, skill, and deterministic automation.
Microsoft Copilot Model Choice: Auto, Manual, or Model Council?
Learn when to accept Copilot’s default behavior, choose a displayed model deliberately, or use Model Council for a higher-stakes research question.
Can ChatGPT Work’s Data Agent Handle a Weekly Marketing Dashboard?
A generated dashboard is useful only if the metrics, sources, permissions, and correction burden survive review. Here is how to run a safe pilot.
Six AI Models, One Business Decision: Did Paying More Change the Answer?
We gave six AI models the same business decision 18 times. Compare their answers, math, response times and estimated cost per 1,000 similar analyses.
Claude Sonnet vs. Opus vs. Fable: Did Paying More Change the Answer?
We gave Claude Sonnet, Opus and Fable the same business decision three times. Compare their answers, math, speed and estimated cost per 1,000 similar analyses.
GPT-5.6 Sol vs. Terra vs. Luna: Did Paying More Change the Answer?
We gave GPT-5.6 Sol, Terra and Luna the same business decision three times. Compare their answers, math, speed and estimated cost per 1,000 similar analyses.
Second Brain App vs AI Knowledge Base: What Do You Need?
Compare a second brain app, configured AI platform, and custom AI knowledge base by use case, data sources, permissions, setup, cost, and maintenance.
