https://www.gretchenandrew.com/ ↗

The page is a portfolio or artist site for Gretchen Andrew with four primary CTAs (Access Press Kit, Learn More, Collect, About) and six outbound merchant links, but carries no structured commerce data beyond a WebSite schema declaration. The structured-data layer is missing all commerce primitives—Product, Offer, BuyAction, Review, and AggregateRating—despite the presence of collection-oriented calls to action and merchant outbound traffic that suggest transactional or discovery intent. The page is fully reachable by citation bots (2/2) and training crawlers (5/5), and probe results show mixed citation coverage: generic queries hit the URL in only one of two tests, while explicit queries reached it in both. IA's enrichment layer would surface the six merchant destinations as discrete BuyAction entities and wrap them with Product-level signals, making the collection pathway and transactional intent inferable to downstream consumers of the structured layer without requiring parser inference across anchor text and href patterns.

What AI extracts today vs with IA enrichment

The gap between these columns is the enrichment IA layers on top of the page for AI extractors. Edge-level blocking is a separate dimension — see the bot-accessibility section.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "NewsArticle",
      "headline": "Gretchen Andrew",
      "url": "https://www.gretchenandrew.com/",
      "publisher": {
        "@type": "Organization",
        "name": "Gretchenandrew"
      }
    }
  ]
}
</script>

Bot accessibility

Render risk — what AI bots can actually parse

Schema audit

potentialAction — commerce paths

Affiliate footprint