Intelligent Attribution
← All scans

https://www.gq.com/gallery/best-linen-shirts-for-men ↗

2026-05-15 23:22 UTC · ready · vertical: product · schema score: 0/100

What AI sees vs what IA would inject

The gap between these two columns is what IA closes at the edge.

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 (0)
  • ✗Review / AggregateRating
View raw HTML extract (debug)
12 Best Men's Linen Shirts 2026, Tested and Reviewed by GQ | GQ .dZoWtJ{margin:0;}/*!sc*/ data-styled.g1[id="BaseWrap-sc-SkJtP"]{content:"dZoWtJ,"}/*!sc*/ .uHxXL{margin:0;--type-token:consumptionEditorial.hed-standard;text-transform:none;font-family:GQSans,helvetica,sans-serif;font-feature-settings:normal;font-style:normal;letter-spacing:normal;line-break:auto;line-height:1.1428571428571428em;font-size:28px;font-weight:700;overflow-wrap:normal;color:rgba(46,48,47,1);}/*!sc*/ @media (min-width: 768px){.uHxXL{font-size:36px;line-height:1.1666666666666667em;}}/*!sc*/ @media (min-width: 1024px){.uHxXL{font-size:52px;line-height:1.0769230769230769em;}}/*!sc*/ .uHxXL a{color:inherit;}/*!sc*/ .bmgBUb{margin:0;--type-token:globalEditorial.accreditation-core;text-transform:none;font-family:GQSans,helvetica,sans-serif;font-feature-settings:normal;font-style:normal;letter-spacing:0.028571428997176036em;line-break:auto;line-height:1.2857142857142858em;font-size:14px;font-weight:700;overflow-wrap:normal;color:rgba(46,48,47,1);}/*!sc*/ .bmgBUb a{color:inherit;}/*!sc*/ .cdEIai{margin:0;--type-token:globalEditorial.context-tertiary;text-transform:none;font-family:GQSans,helvetica,sans-serif;font-feature-settings:normal;font-style:normal;letter-spacing:normal;line-break:auto;line-height:1.25em;font-size:14px;font-weight:400;overflow-wrap:normal;color:rgba(46,48,47,1);}/*!sc*/ .cdEIai a{color:inherit;}/*!sc*/ .dqyBwt{margin:0;--type-token:utility.button-utility;text-transform:uppercase;fo
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 botsadded by IA
  • –Review / AggregateRatingoutside IA scope
View raw HTML extract (debug)
12 Best Men's Linen Shirts 2026, Tested and Reviewed by GQ | GQ .dZoWtJ{margin:0;}/*!sc*/ data-styled.g1[id="BaseWrap-sc-SkJtP"]{content:"dZoWtJ,"}/*!sc*/ .uHxXL{margin:0;--type-token:consumptionEditorial.hed-standard;text-transform:none;font-family:GQSans,helvetica,sans-serif;font-feature-settings:normal;font-style:normal;letter-spacing:normal;line-break:auto;line-height:1.1428571428571428em;font-size:28px;font-weight:700;overflow-wrap:normal;color:rgba(46,48,47,1);}/*!sc*/ @media (min-width: 768px){.uHxXL{font-size:36px;line-height:1.1666666666666667em;}}/*!sc*/ @media (min-width: 1024px){.uHxXL{font-size:52px;line-height:1.0769230769230769em;}}/*!sc*/ .uHxXL a{color:inherit;}/*!sc*/ .bmgBUb{margin:0;--type-token:globalEditorial.accreditation-core;text-transform:none;font-family:GQSans,helvetica,sans-serif;font-feature-settings:normal;font-style:normal;letter-spacing:0.028571428997176036em;line-break:auto;line-height:1.2857142857142858em;font-size:14px;font-weight:700;overflow-wrap:normal;color:rgba(46,48,47,1);}/*!sc*/ .bmgBUb a{color:inherit;}/*!sc*/ .cdEIai{margin:0;--type-token:globalEditorial.context-tertiary;text-transform:none;font-family:GQSans,helvetica,sans-serif;font-feature-settings:normal;font-style:normal;letter-spacing:normal;line-break:auto;line-height:1.25em;font-size:14px;font-weight:400;overflow-wrap:normal;color:rgba(46,48,47,1);}/*!sc*/ .cdEIai a{color:inherit;}/*!sc*/ .dqyBwt{margin:0;--type-token:utility.button-utility;text-transform:uppercase;fo
+ IA injects:

12 Best Men's Linen Shirts 2026, Tested and Reviewed by GQ | GQ — Gq

+ JSON-LD @graph
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "NewsArticle",
      "headline": "12 Best Men's Linen Shirts 2026, Tested and Reviewed by GQ | GQ",
      "url": "https://www.gq.com/gallery/best-linen-shirts-for-men",
      "publisher": {
        "@type": "Organization",
        "name": "Gq"
      }
    }
  ]
}
</script>

Surface — do AI models cite this publisher?

Each model is queried twice — with web search off (training memory) and on (live fetch). The diff shows whether your AI presence is stale, current, or absent.

Bot accessibility

Tier data not available for this scan (older scan format).
Raw fetch detail (status, bytes, timing)
IdentityStatusBytesBlocked?Timing
gptbot2001,389,792no129ms
human2001,389,792no107ms
robots.txt policy per AI bot
GPTBot: not_mentioned
Bingbot: not_mentioned
Applebot: not_mentioned
ClaudeBot: disallowed
Googlebot: not_mentioned
ChatGPT-User: not_mentioned
OAI-SearchBot: not_mentioned
PerplexityBot: disallowed
ClaudeBot-User: not_mentioned
Google-Extended: disallowed

Render risk — what AI bots can actually parse

93/100
Low — AI bots receive most of the text content
FrameworkUnknown / vanillaHydration gap21%
  • Hydration gap: 21%
    AI bots see only 79% of the rendered content.

Schema audit

0/100
Present · 8
BreadcrumbListCreativeWorkImageObjectListItemNewsArticleOrganizationPersonWebPage
Missing · 5
ProductOfferReviewAggregateRatingBuyAction
Rubric breakdown (0 of 5 criteria met)
✗Offer0 pts
✗Review0 pts
✗Product0 pts
✗BuyAction0 pts
✗AggregateRating0 pts

potentialAction — commerce paths

⚠ No commerce-action schema present — AI has no canonical path back to this publisher.
Present · 0
(none)
Missing · 1
BuyAction

Affiliate footprint

No affiliate links detected in the page's raw HTML.