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

Can IA help — https://www.gq.com/gallery/best-linen-shirts-for-men?

Maybe — limited lift

Maybe limited lift here — your page is already reachable and your commerce is legible. We'd look at competitive positioning and citation share rather than basic legibility.

Are AI bots reaching you? AI search bots can reach your content — you're eligible to be cited.

Are your links coming through? Your commerce links are legible to AI crawlers.

Implementation friction: Needs a quick scoping call — no first-class edge/CMS connector auto-detected.

Next step:Introduce us to your SEO / dev teamBook a 20-min intro call

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.

AI Bot Today — During Live Search

On the page

Offers detected (0)

none

In the JSON-LD layer

Types present (8)

BreadcrumbList, CreativeWork, ImageObject, ListItem, NewsArticle, Organization, Person, WebPage

Commerce types present

none

Commerce types missing

Product, Offer, AggregateOffer, BuyAction, Review, AggregateRating

The gap

Offers visible to humans0

Offers in machine-readable form0

Click-throughs wrapped as BuyAction0

AI bot — with IA enrichment

IA enrichment adds (derived from existing page content)

Page already has explicit commerce schema — no enrichment delta to add.

Result for AI extractors

A bot fetching the URL pulls all 0 offers from JSON-LD in microseconds — no LLM inference, no prose parsing, no guessing at which discount applies.

View IA-rendered flattened HTML

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

View IA-generated 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)

Identity	Status	Bytes	Blocked?	Timing
gptbot	200	1,389,792	no	129ms
human	200	1,389,792	no	107ms

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)

✗Offer	0 pts
✗Review	0 pts
✗Product	0 pts
✗BuyAction	0 pts
✗AggregateRating	0 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.