Article 10 min read
Schema Markup for AI Search: What Structured Data Can and Cannot Do
Schema markup for AI search, minus the hype: what structured data really does, why no special AI schema exists and how to validate it safely.
Editorial and research team
The editorial and research team behind seovision.info. We publish sourced, reviewed guides on technical SEO, on-page optimization, and content quality, and we say plainly what is tested versus what is still an assumption.
Published work
Prompt 4 min read
Summer Drink Forced-Perspective Prompt
Put a drink can at the center of a summer campaign while retaining a human context.
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Sprint-Start Running Shoe Prompt
Show footwear in a grounded athletic pose just before movement, emphasizing construction and contact with the surface.
Article 10 min read
Technical SEO Audit Checklist: A Practical 30-Minute Workflow
A focused technical SEO audit checklist for a 30-minute first pass: access, index controls, canonicals, discovery, page signals and measurable follow-up.
Article 10 min read
SEO Prompt Engineering: Reusable Prompt Templates, Guardrails and QA
SEO prompt engineering that produces work you can check: a seven-part prompt contract, copy-ready templates and a scoring list for every output.
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Skincare Water-Splash Photography Prompt
Add a controlled freshness motif to a skincare campaign while keeping the package legible.
Prompt 4 min read
Bear Wearing Headphones Advertising Prompt
Explore a playful fictional audio campaign in which an unexpected character conveys a relaxed listening mood.
Article 10 min read
A Human–AI Content Workflow That Protects Quality and Trust
An AI content workflow that splits each task between model and editor, keeps an evidence ledger and runs four review gates before anything goes live.
Prompt 4 min read
Nine-Frame Product Campaign Prompt
Plan a coordinated set of campaign directions before producing individual final assets. A contact sheet helps compare several treatments of the same product.
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Orange Smartphone Campaign Prompt
Build a warm campaign around a device color and a close product presentation.
Article 11 min read
AI Search Optimization: A Practical Guide Beyond GEO Hype
AI search optimization without shortcuts: a five-stage model, the technical floor, answer-first content, four dead ends to avoid and a 30-day plan.
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Minimal T-Shirt Product Poster Prompt
Create an uncluttered apparel image with room for a later campaign headline.