AI search visibility report · 2026-10-29
How AI assistants see stephango.com
stephango.com has an AI visibility score of 40/100. The site passed 12 of 34 tests. Its strongest areas are Technical Accessibility and Content Freshness. The areas to improve are Schema.org Markup and Readability.
How ChatGPT, Claude and Perplexity read stephango.com
Readability30/100
Result: weak. 0 of 4 tests passed.
Sentence length is extremely high, which negatively impacts readability scores.
Schema.org Markup0/100
Result: weak. 0 of 5 tests passed.
No JSON-LD schema markup was detected on the page.
Authority & Trust Signals36/100
Result: weak. 1 of 5 tests passed.
The site has clear publication dates but lacks contact information and legal trust pages.
Citation & Source Quality56/100
Result: weak. 3 of 4 tests passed.
The site uses inline citations well but lacks links to high-authority primary sources.
Content Freshness65/100
Result: average. 3 of 4 tests passed.
Content is dated and verifiable, though the most recent update is over a year old.
Content Structure42/100
Result: weak. 0 of 4 tests passed.
The site lacks a proper heading hierarchy and uses minimal semantic HTML.
Entity Definition33/100
Result: weak. 1 of 4 tests passed.
The About page is present, but the lack of Person schema hinders entity linking.
Technical Accessibility83/100
Result: strong. 4 of 4 tests passed.
Excellent AI crawler access and social meta tags, though JS dependency is present.
How stephango.com can improve its AI visibility
- Implement JSON-LD Schema Markup (high priority)
- Fix Heading Hierarchy (high priority)
- Add Contact and Trust Pages (medium priority)
- Reduce Sentence Length (medium priority)
- Add Update Signals (low priority)
How stephango.com compares to its competitors
- Maggie Appleton (maggieappleton.com)
- Gwern Branwen (gwern.net) — score 40/100
- Andy Matuschak (andymatuschak.org)
- David Cain (raptitude.com)