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.
Opslumo journal / 24 articles
The article archive
Practical articles on AI safety, AI search, and workflow automation, written for small teams with sources you can check.
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.
Google’s New Multimodal Search Report: Make Your Images Answer Buying Questions
Use Google’s new multimodal search reporting to review product images, page context, and customer next steps. A practical checklist for small teams.
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.
Google's AI shopping update: fix the product facts first
Google's September 2026 AI shopping update gives retailers new insights. Use this checklist to fix product facts, answer buyer questions, and measure results.
Shadow AI is a workflow problem before it becomes a policy problem.
Use a practical shadow AI inventory and approval workflow to give employees a safer path without relying on a policy memo alone.
Before you add another AI agent, build a control center for the first one.
Track owner, purpose, access, approvals, evidence, cost and stop conditions before a small-business AI agent reaches production.
Holiday hours: make the search answer match the door.
Keep holiday hours consistent across Google Business Profile, your website, booking tools, and reply messages with this practical small-business checklist.
AI Overview Citations: A Small Business GEO Action Plan
Improve AI-search readiness with clear service-page answers, verifiable evidence, and a 30-day plan to track citations, visits, and qualified inquiries.
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.
What if Outlook is down on a new hire’s first day?
A practical continuity pattern for keeping employee onboarding moving when email is unavailable—without bypassing privacy, access approval, or Form I-9 controls.
AI agent security starts with onboarding.
A practical least-privilege onboarding model for AI agents, grounded in 2026 incident disclosures from OpenAI and Anthropic and identity guidance from NIST.
From AI visibility to buyability: build service pages that earn the inquiry.
Learn how evidence-led service pages and human-reviewed follow-up turn AI search visibility into qualified inquiries.
AI skills are reusable. Accountability is not.
Google Workspace skills make reusable AI workflows practical. Learn how small businesses should govern inputs, access, approvals, evidence, and recovery.
AI search is now measurable—but impressions are not leads.
Learn how to interpret AI search impressions, appearing pages, countries, devices, and dates—and connect visibility to qualified inquiries.
AEO visibility is becoming measurable. What should a small business track?
AI search visibility is becoming measurable. Learn what citation rate, mention rate, prominence, and AI share of voice mean for a small business website.
When “product recall” searches spike, trust becomes an operating system.
What a product-recall search spike teaches small businesses about urgent search visibility, customer communication, workflow design, and trust.
Turn Google visibility into a lead-generation system.
Connect Google search visibility with relevant service pages, clear offers, lead tracking, and consistent follow-up to build a practical inquiry workflow.
CRM follow-up automation for small businesses
Design a CRM follow-up workflow with an owner, due date, reminder rules and stop conditions. Use a practical trigger-and-action table to plan your automation.
What should a small business automate first?
A practical framework for choosing the first small-business workflow to automate with AI and conventional automation.
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