Audit a blog for AI answer engines
Blog audits for AI answer engines succeed when the answer paragraph is in the initial HTML, the structured data is valid, and rank tracking watches AI-citation share alongside classic Google rank. Every check below is plain-language and mapped to a real audit-rule outcome.
Overview
What this audit covers on Blog
| Category | Blog |
|---|---|
| Sample search intents | audit blog for ai search; blog seo checklist for perplexity; blog article schema ai overviews |
| Rank tracking guidance | Blogs are long-tail heavy. Track the head term plus 5–10 long-tail question phrases per post. Watch Perplexity + ChatGPT share of citation weekly — AI citations lead organic rank by a week or two for well-structured posts. |
On-page
On-page checks
- Hand-written meta description per post. Auto-generated descriptions grab the first sentence; rewrite them as answers on the top 20 posts.
- Single H1 per post. Themes sometimes render a site H1 + post H1. Enforce one H1 and demote the rest to H2.
- Descriptive alt text on every image. Blogs skew image-heavy. Populate alt text for every non-decorative image so it is discoverable.
Structured data
Structured data checks
- Article JSON-LD on every post. headline, datePublished, dateModified, author with sameAs, image with dimensions.
- FAQPage on posts with a FAQ section. Opt in via a frontmatter flag or a tag; ship FAQPage JSON-LD when the flag is set.
- BreadcrumbList on category / tag pages. AI answers cite the trail; ship BreadcrumbList on hierarchy pages.
AI answer engines
AI-answer-engine readiness
- Answer-first opening paragraph. AI answer engines cite the paragraph closest to the H1. Lead with the direct answer, expand after.
- Named authors with credentials. Assign every post to a real author with a bio page carrying credentials and other work (E-E-A-T).
- Primary sources cited by name. Named citations to primary references (papers, docs, announcements) lift AI trust in the post.
Watch out for
Gotchas
- Anonymous posts lose weight in AI answer engines that rank E-E-A-T signals.
- Auto-published social snippets that skip the meta description leave the AI snippet blank.
- Copy-pasted press releases duplicate content and are deprioritised in AI answers.
Run this audit with Skrybo
Skrybo runs every check above against a live URL and reports plain-language findings mapped to Perplexity, ChatGPT, and Google AI Overview signals — plus rank tracking on the head + long-tail terms.
Last updated: July 2026