Intelligent Attribution

What humans see vs what AI sees vs what IA would inject

The visual gap between these three columns is the gap IA closes at the edge.

Human view

AI bot — today

What AI can extract from this page:

✓Article identity
✗Product entity
✗Offer (price + availability)
✗BuyAction commerce path
✓Affiliate links in raw HTML (2)
✗Review / AggregateRating

View raw HTML extract (debug)

7 Surefire Ways You Can Save at Alo in 2026 <link data-minify="1"

AI bot — with IA

What AI can extract from this page:

✓Article identity
✓Product entityadded by IA
✓Offer (price + availability)added by IA
✓BuyAction commerce pathadded by IA
✓Affiliate links rendered for bots
–Review / AggregateRatingoutside IA scope

View raw HTML extract (debug)

7 Surefire Ways You Can Save at Alo in 2026 <link data-minify="1"

+ IA injects:

7 Surefire Ways You Can Save at Alo in 2026 — Retailmenot

Shop Like a Total Pro Now Check Out RetailMeNot's New Amazon Storefront

Sold by: Amazon

Buy on Amazon

Shop Now

Sold by: Amazon

Buy on Amazon

+ JSON-LD @graph

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "NewsArticle",
      "headline": "7 Surefire Ways You Can Save at Alo in 2026",
      "url": "https://www.retailmenot.com/blog/save-at-alo-yoga.html",
      "publisher": {
        "@type": "Organization",
        "name": "Retailmenot"
      }
    },
    {
      "@type": "Product",
      "name": "Shop Like a Total Pro Now                                 Check Out RetailMeNot's New Amazon Storefront",
      "offers": {
        "@type": "Offer",
        "url": "https://www.amazon.com/shop/retailmenot?&linkCode=ll2&tag=retblog-20&linkId=1ec5228eb6c1cadc06821a2c978fc5df&language=en_US&ref_=as_li_ss_tl",
        "seller": {
          "@type": "Organization",
          "name": "Amazon"
        }
      },
      "potentialAction": {
        "@type": "BuyAction",
        "target": {
          "@type": "EntryPoint",
          "urlTemplate": "https://www.amazon.com/shop/retailmenot?&linkCode=ll2&tag=retblog-20&linkId=1ec5228eb6c1cadc06821a2c978fc5df&language=en_US&ref_=as_li_ss_tl",
          "actionPlatform": [
            "http://schema.org/DesktopWebPlatform"
          ]
        }
      }
    },
    {
      "@type": "Product",
      "name": "Shop Now",
      "offers": {
        "@type": "Offer",
        "url": "https://amzn.to/4plq7S3",
        "seller": {
          "@type": "Organization",
          "name": "Amazon"
        }
      },
      "potentialAction": {
        "@type": "BuyAction",
        "target": {
          "@type": "EntryPoint",
          "urlTemplate": "https://amzn.to/4plq7S3",
          "actionPlatform": [
            "http://schema.org/DesktopWebPlatform"
          ]
        }
      }
    }
  ]
}
</script>

Bot accessibility

Edge / CDN: cloudflare· cf-ray header · server: cloudflare

Search / index crawlers

2 of 2 accessible to scanner

Build the search index AI assistants query when answering. Allowing these is what makes a publisher AI-citation-eligible.

oai_searchbot200

claude_searchbot200

User-initiated fetchers

3 of 3 accessible to scanner

Fetch a specific page when a user shares it in chat. Allowing these lets users reference your content in AI conversations.

chatgpt_user200

claude_user200

perplexity_user200

Training-data crawlers

4 of 6 accessible to scanner

Build training datasets. Blocking these is the lawsuit-safe posture — does not affect AI citation eligibility.

2 declared allowed in robots.txt — scanner observed 4xx. We can’t verify what real bots see from outside; the publisher edge logs are ground truth.

gptbot200

claudebot200

perplexitybot200

ccbot200

google_extended403