tinysystems.io
AI search readiness audit.
How the score was calculated
- Starting score
- 100
- 1 medium finding
- −5
- Final score
- 92
AI Analysis
The website’s citability score is 0/100, meaning it lacks clear references or sources for claims made in its content, which could reduce trust or visibility in search results. While the
Report Details
- Playbook
- AI Search Readiness
- Domain
- tinysystems.io
- Started At
- 22 Aug 2026, 22:06
- Duration
- 54s
- Total Checks
- 8
- Report ID
- GAEH9cxalDWu
Check Results
Foundations
6 checksseo_title
HIGHTitle: "Tiny Systems — Self-hosted AI Agents on Kubernetes, from a Prompt" (67 chars).
The <title> tag is the single strongest on-page ranking signal and the headline most search engines display in results.
seo_meta_description
MEDIUM-3Meta description is long (171 chars) and may be truncated in SERPs.
Without a meta description the engine generates its own snippet — often less compelling than one you'd write.
seo_headings
MEDIUMClean heading hierarchy: 1 H1, 9 H2, 16 H3.
A clear H1 plus nested subheadings helps both search engines and LLM-based answer engines understand the page's structure.
seo_canonical
MEDIUMSelf-referential canonical present.
A canonical link tells search engines which URL to index when the same content is reachable via multiple paths.
seo_social_tags
LOWSocial preview tags present (Open Graph + Twitter Card).
OG and Twitter Card tags control how the page previews when shared on social platforms — directly affects click-through from referral traffic.
seo_structured_data
MEDIUMStructured data present: Organization, WebSite, SoftwareApplication.
JSON-LD structured data lets search engines build rich results (FAQs, reviews, breadcrumbs) and gives LLMs a typed map of the page's entities.
AI Search Readiness
1 check1 failedseo_passage_citability
MEDIUM-5Citability score: 0/100.
AI answer engines (Google AI Overviews, ChatGPT, Perplexity) prefer pages with self-contained, factual passages that can be quoted directly with attribution.
Report Generation
1 check All passedgenerate_summary
INFOAI summary generated successfully
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