AI Discovery and GEO: How to Help Search Find and Cite Your Website
A practical GEO guide to AI discovery, crawler access, evidence, and real referral traffic, with Cloudflare, OpenAI, Google, and Bing sources.
Read the articleA field guide for small teams
Useful ideas.
Evidence you can check.
Practical AI, search, and automation for small teams.
What changed, why it matters, and what to do next.
THE READING ROOMExplore all 24 articles ↗
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AI agent security: check permission before tools act
Reduce prompt-injection risk in AI workflows with scoped tools, action-specific approvals, six acceptance tests, and a recovery plan for small business teams.
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GEO without manipulation: build evidence AI search can cite, verify, and trust.
A practical GEO framework for small businesses: make claims easy for AI search systems and buyers to retrieve, verify, interpret, and trust.
Read the articleThree questions worth asking.
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AI safety
02Can we use AI safely?
Permissions, human review, account security, and practical controls for small teams.
AI search & growth
03Will the right people find us?
Search visibility, useful evidence, product information, and the path from discovery to an inquiry.
Workflow automation
Is this worth automating?
Bounded pilots, reliable handoffs, reusable instructions, and costs worth measuring.
Latest from the journal
Full archive ↗AI Agent Containment: Test the Boundary Before You Trust the Workflow
What MXC and GitHub’s October sandbox updates mean for small teams. Define file and network permissions, then test five boundaries before trusting an AI workflow.
AI Agent ROI for Small Businesses: Count the Review Work Before You Scale
Measure AI agent ROI with review time, accepted outputs, operating costs, and a worked example. Includes Google's October update and official spending guidance.
Phishing-Resistant MFA: Protect Small-Team Accounts Without Losing Recovery Access
Prioritize phishing-resistant MFA for email, domains, and admin accounts, then test recovery. A practical small-team guide grounded in NIST and FIDO sources.
Gemini Skills: A Small Team’s Quality Checklist Before Reusing AI Work
Test Gemini Skills with ordinary, incomplete, and conflicting inputs before reuse. A practical review checklist with Google and NIST sources.
AI Max for Small Businesses: Measure Qualified Leads Before Increasing Spend
Check AI Max migration dates, conversion definitions, and qualified-lead costs before scaling Google Ads. Includes a worked example and official sources.
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