AI search visibility report ยท 2026-11-01
How AI assistants see sh.itjust.works
sh.itjust.works has an AI visibility score of 36/100. The site passed 6 of 34 tests. Its strongest areas are Citation & Source Quality and Content Structure. The areas to improve are Content Freshness and Schema.org Markup.
How ChatGPT, Claude and Perplexity read sh.itjust.works
Readability30/100
Result: weak. 0 of 4 tests passed.
The content is difficult to read with very long sentences and low Flesch scores.
Schema.org Markup0/100
Result: weak. 0 of 5 tests passed.
There is a total absence of JSON-LD or any structured data on the homepage.
Authority & Trust Signals26/100
Result: weak. 0 of 5 tests passed.
The site lacks clear publication dates and author credentials. Contact info is limited to an email.
Citation & Source Quality100/100
Result: strong. 4 of 4 tests passed.
Excellent use of outbound links and inline citations within community posts.
Content Freshness0/100
Result: weak. 0 of 4 tests passed.
No machine-readable publication or modification dates are present in the metadata.
Content Structure59/100
Result: weak. 1 of 4 tests passed.
The site uses semantic HTML well but fails significantly on heading hierarchy and paragraph structure.
Entity Definition30/100
Result: weak. 0 of 4 tests passed.
No dedicated about page or author identification schema exists to define the entity.
Technical Accessibility54/100
Result: weak. 1 of 4 tests passed.
The site blocks major AI crawlers and has a nearly empty meta description.
How sh.itjust.works can improve its AI visibility
- Implement Core JSON-LD Schema (high priority)
- Allow AI Crawler Access (high priority)
- Correct Heading Hierarchy (high priority)
- Establish Entity Authority (medium priority)
- Expand Meta Description (medium priority)
How sh.itjust.works compares to its competitors
- Lemmy.world (lemmy.world) โ score 35/100
- Reddit (reddit.com)
- Mastodon (mastodon.social)
- Beehaw (beehaw.org)