Article 6 min read
Data Table Refresh with AI: Update Numbers Without Errors
Run a data table refresh with AI safely: extract with review, calculate with formulas and check only flagged changes before numbers go live.
The SEOVision journal
SEO & AI Tutorials
Fresh perspectives on search, AI, and building a more discoverable web. Practical ideas for your next move.
Ideas worth exploring
47 articles Latest first
Article 6 min read
SEO Prompt Testing: Prove a Prompt Works Before You Reuse It
SEO prompt testing turns a prompt that worked once into a reliable workflow, using acceptance rules, a varied test set and scores you can trust.
Article 6 min read
Product Video SEO: Make Demos Easy to Find, Read and Cite
Product video SEO depends on the text around the demo: a checked transcript, chapters and a supporting page that people and AI systems can trust.
Article 6 min read
Create a Consistent Product Identity Across the Web
Create a consistent product fact sheet across your website and third-party profiles so buyers can verify names, features and availability.
Article 6 min read
Identify AI Referral Traffic Without Inventing Attribution
Identify measurable AI referral traffic with documented source rules, while keeping direct traffic and unobservable attribution separate.
Article 8 min read
Summarize Research with AI Without Losing Its Caveats
Summarize research with AI while keeping the population, method, limits and the line between correlation and causation intact, using a structured prompt.
Article 6 min read
Build a Marketing Knowledge Base AI Can Keep Current
Build an AI marketing knowledge base with owned facts, source dates and update triggers so retrieved answers remain traceable and current.
Article 6 min read
Choose Credible Mention Opportunities from AI Source Lists
Prioritize credible outreach opportunities from AI citation sources by checking audience relevance, editorial fit and the contribution you can honestly offer.
Article 6 min read
Write Sections That Still Make Sense When AI Quotes Them
Write self-contained content sections that remain understandable when quoted, with clear subjects, conditions and evidence near the claim.
Article 6 min read
Audit AI Brand Sentiment Without Trusting One Score
Audit AI brand sentiment by reviewing specific claims and conditions, with a coding guide that avoids misleading single-score conclusions.
Article 8 min read
Check AI-Generated Statistics Before They Reach Your Blog
Verify AI-generated statistics by tracing each number to its original source and checking population, denominator, date and method before you publish.
Article 7 min read
Set Permissions Before Connecting an AI Agent to Your CMS
Set scoped permissions for an AI agent connected to your CMS, with draft-only actions, reviewable changes and a recovery plan before publication access.