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Practical guides to buyer questions, useful product pages and measuring visibility in AI answers.

AI Visibility / Ecommerce

Can AI referrals bring buyers, not just curiosity?

A practical guide for small Polish ecommerce stores: useful product copy, accurate data, buyer questions and honest measurement of AI-driven traffic.

AI VisibilityEcommerceProduct Content
6 min readOpen
Ecommerce / AI Visibility

Why is my store not visible in AI? 7 causes and a practical fix

Your store or product is missing from ChatGPT, Google AI, or Perplexity? Diagnose seven common causes and follow a practical ecommerce AI visibility plan.

AI visibilityAI ecommerceGEO
12 min readOpen
AI Visibility / Solo Founders

AI visibility for founders: choose one useful page improvement

A practical guide for solo SaaS and ecommerce founders who want their brand to be understood, cited, and recommended in AI-generated answers.

AI VisibilitySolo FoundersGEO
3 min readOpen
Product Audit / AI Visibility

AI Product Page Audit: Make Your Store Easier for AI to Understand and Cite

A plain-English guide to AI product page audits, AI visibility, ChatGPT, Google AI Overviews, Perplexity, Schema JSON-LD, llms.txt, and the practical changes that make product information easier for AI systems to understand.

AI Product Page AuditAI VisibilityAI Search Optimization
12 min readOpen
SEO / GEO / AEO

SEO, GEO and AEO: make your offer easier to evaluate

A practical guide to SEO, GEO, and AEO: how to describe a brand, product, content, and site structure so AI models can cite and recommend a company more accurately.

AI VisibilityGEOAEO
3 min readOpen
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