What should an editorial checklist include?
Title/H1 alignment, summary, Q&A, schema, internal links, sources, author/reviewer, last updated.
Do PDFs get cited?
Sometimes-optimize with text layers, titles, and on-page HTML summaries. Risk, Compliance & Ethics
How do I handle variants in schema for AI?
Canonical to primary; include variant attributes in structured data and on-page. Technical Signals for AI
Can we A/B test summaries and Q&A blocks?
Yes-test clarity, order, and callouts; measure CTR and on-page engagement.
Does AI SEO replace traditional SEO?
No-AI SEO complements on-page, technical, local, and authority work.
What’s included in an SEO audit?
CWV (Core Web Vitals), crawl/index, on-page, schema, content gaps, links, and prioritized fixes by impact/effort.
Do headings (H1/H2/H3) still matter?
Yes-use a single H1, descriptive H2/H3s, and match sections to user questions.
Should I add preconnect/dns-prefetch for my CDN and fonts?
Yes-preconnect critical third-parties early to cut TTFB (Time to First Byte) on render-blocking assets. Content & On-Page SEO