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www.vals.ai
AI Benchmarks for Real-World Tasks | Vals AI
AI Agentic Readiness
15 / 30
agentic checks passed 62% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
www.vals.ai is live and passes 15 of 30 agentic-readiness checks (62%). It runs on astro on cloudflare over HTTPS.
For AI agents, www.vals.ai's strongest signals are tidy, crawlable markup, fully indexable pages, a visually stable layout, and a clear canonical URL. Average entity density 16.6% across 1 pages (target >15%).
Its main gaps are text that is hard for agents to extract, no self-contained answer passages, no speakable schema for voice agents, and no language/locale signals. The weakest area is Machine extraction; addressing it first would raise this score the most.
Agent interaction
~Semantic HTML5 & AccessibilityOnly 17% of images have alt text
✓Clean, Crawlable HTMLPage has title and meta description
✗Extraction Friction ScoreHidden content detected (display:none or hidden attribute)
✓Indexability & Snippet EligibilityPages are indexable and snippet-eligible - the precondition for Google AI features is met
✓Layout Stability & Responsiveness81/84 images lack explicit width/height - the most common cause of layout shift (CLS)
✓Canonical URL StrategySingle canonical tag present (no duplicates)
~Table & List ExtractabilityNo HTML tables found across homepage
~Sentence AtomicityAverage 34% atomic sentences across 1 pages (target 40%+)
✓Entity DensityAverage entity density 16.6% across 1 pages (target >15%)
~Definition PatternsNo definition patterns in the first 2000 characters of content
✗Answer Capsule Pattern0/3 H2 sections have 15-30 word self-contained capsules (0%)
Structured data
✓Schema.org Structured DataOrganization or LocalBusiness schema found on homepage
~Schema Coverage & DepthArticle schema missing or has fewer than 2 key properties
✗Speakable SchemaNo SpeakableSpecification schema found across homepage
AI discovery
✓llms.txt FileNote: Google does not read llms.txt (its AI features rely on normal indexing); this signal serves other AI assistants and carries reduced weight
✓robots.txt for AI CrawlersSitemap URL referenced in robots.txt
✓Sitemap Completeness549 URLs have lastmod dates
✓RSS/Atom FeedFeed contains 15 items
✗Internationalization SignalsNo hreflang alternate links found
✗Content Licensing & AI PermissionsNo ai.txt file found
Trust & transparency
✓Entity Authority & E-E-A-TSocial media / sameAs references found on homepage
✓Creator Transparency1/1 sampled pages provide clear visible creator attribution
✓Methodology Transparency1/1 pages clearly explain how content was tested, researched, reviewed, or updated
~AI Assistance DisclosureNo AI-assistance disclosure found on sampled pages (neutral - the engine cannot tell whether AI was used)
~Visible Date SignalVisible published/updated date text found across homepage
✓Title & Meta QualityTitles are present, unique, and well-sized, and pages carry meta descriptions
✗Content Freshness SignalsNo JSON-LD date properties (datePublished/dateModified) found across homepage
~Author & Expert SchemaNo Person schema found across homepage
Every check is a verifiable fact about www.vals.ai's live pages. Scoring follows Google Lighthouse agentic-browsing: a fraction of concrete checks, not an invented 0-100.
How to improve for AI agents
The highest-impact changes to make www.vals.ai more agent-ready, in priority order.
1 Add structured tables and lists high impactlow effort
Present www.vals.ai's comparison and spec data as real HTML tables and lists agents can extract.
