Head to head
learnosity.com vs vin.com
learnosity.com is more readable to AI, 94 against 62 out of 100. Both were measured with the same audit: robots.txt policy for 48 AI agents, live requests under four crawler user agents, and a JavaScript-free read of the homepage.
Scanned 22 hours ago · full report
Scanned 22 hours ago · full report
Where the difference is by dimension
| Dimension | learnosity.com | vin.com |
|---|---|---|
| Reach Whether AI crawlers and answer-engine fetchers are permitted to request the page at all. What h… |
40 / 40 | 36 / 40 |
| Readability Whether a fetcher that does not execute JavaScript receives the actual content, in markup an ex… |
24 / 25 | 19 / 25 |
| Structure Machine-readable markup that states the page's type, entities, canonical URL, and discrete fact… |
20 / 20 | 6 / 20 |
| Attribution Signals that let an answer engine name the author, date the content, resolve the publisher, and… |
10 / 15 | 1 / 15 |
The measurements side by side
| Measurement | learnosity.com | vin.com |
|---|---|---|
| Answer engines blocked | 0 | 4 |
| Training crawlers blocked | 0 | 5 |
| Refuses AI agents at the edge | no | no |
| Words of text without JavaScript | 1,860 | 342 |
| Structured data | yes | no |
| Sitemap | yes | yes |
| llms.txt | yes | no |
learnosity.com blocks no tracked AI crawler in robots.txt.
vin.com blocks ChatGPT-User, Claude-SearchBot, Claude-User, ClaudeBot, GPTBot, Meta-ExternalAgent, PerplexityBot, Scrapy, SemrushBot-OCOB.
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