MarkosWebAI Agentic Readiness Directory

piie.com

Peterson Institute for International Economics

AI Agentic Readiness

17 / 30
agentic checks passed
63% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked

piie.com is live and passes 17 of 30 agentic-readiness checks (63%). It runs on drupal on cloudflare over HTTPS.

For AI agents, piie.com's strongest signals are clean semantic HTML, tidy, crawlable markup, fully indexable pages, and a visually stable layout. 36/37 images declare explicit dimensions.

Its main gaps are text that is hard for agents to extract, no structured tables or lists, no self-contained answer passages, and no speakable schema for voice agents. The weakest area is Machine extraction; addressing it first would raise this score the most.

Agent interaction
Semantic HTML5 & AccessibilityARIA attributes found for accessibility
Clean, Crawlable HTMLPage has title and meta description
Extraction Friction ScoreFew pages have voice-friendly lead paragraphs
Indexability & Snippet EligibilityPages are indexable and snippet-eligible - the precondition for Google AI features is met
Layout Stability & Responsiveness36/37 images declare explicit dimensions
Canonical URL StrategySingle canonical tag present (no duplicates)
Page Speed: Page SizeApproximately 1235 DOM nodes - consider simplifying
~Page Speed: Load Blockers4 render-blocking script(s) in <head>
Machine extraction
Table & List ExtractabilityNo HTML tables found across homepage
~Sentence AtomicityAverage 32% atomic sentences across 1 pages (target 40%+)
Entity DensityAverage entity density 42.6% across 1 pages (target >15%)
~Definition PatternsNo definition patterns in the first 2000 characters of content
Answer Capsule Pattern2/50 H2 sections have 15-30 word self-contained capsules (4%)
Structured data
Schema.org Structured DataOrganization or LocalBusiness schema found on homepage
Schema Coverage & DepthArticle schema has 4/7 key properties
Speakable SchemaNo SpeakableSpecification schema found across homepage
AI discovery
llms.txt FileNo llms.txt file found at https://piie.com/llms.txt (connection failed)
robots.txt for AI CrawlersSitemap URL referenced in robots.txt
Sitemap CompletenessSitemap index found, indicating organized sitemap structure
RSS/Atom FeedHomepage does not link to an RSS/Atom feed in <head>
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 TransparencyLittle content-production or review transparency is visible
~AI Assistance DisclosureNo AI-assistance disclosure found on sampled pages (neutral - the engine cannot tell whether AI was used)
Visible Date SignaldateModified is recent (150 days ago) - freshness bonus applied
Title & Meta QualityTitles are present, unique, and well-sized, and pages carry meta descriptions
Content Freshness SignalsReferences to 2026 or 2025 found across homepage, suggesting recent updates
Author & Expert SchemaVisible author byline or attribution found

Every check is a verifiable fact about piie.com'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 piie.com more agent-ready, in priority order.

1 Add structured tables and lists critical impact medium effort
Present piie.com's comparison and spec data as real HTML tables and lists agents can extract.
2 Add definition-style content high impact low effort
Add clear "X is ..." definitions on piie.com so agents can lift direct answers.
3 Reduce extraction friction critical impact medium effort
Lower jargon and boilerplate at the top of piie.com so agents reach the substance faster.
4 Add ai.txt and content licensing high impact trivial effort
State AI-use permissions for piie.com (an ai.txt or licensing note) so agents know what they may use.

Trust & legitimacy signals

Currently activeyes (HTTP 200)
Secure (HTTPS)yes
Identifiable technologydrupal on cloudflare

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piie.com is 63% AI-Ready - MarkosWeb

<a href="https://www.markosweb.com/www/piie.com/"><img src="https://www.markosweb.com/badge/piie.com.svg" alt="piie.com is 63% AI-Ready - MarkosWeb" height="28"></a>

Agentic readiness for piie.com last checked . Machine-readable: JSON. Method: methodology.