Intelligent Attribution
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https://www.tomshardware.com/laptops/gaming-laptops/best-budget-gaming-laptops ↗

2026-05-15 23:19 UTC · ready · vertical: product · schema score: 0/100

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
Page screenshot
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)
Best budget gaming laptops of 2026: The best cheap laptops we've tested and benchmarked | Tom's Hardware { "@context": "https://schema.org", "@graph": [ { "@type": "ItemList", "name": "Main Navigation", "description": "Site navigation", "numberOfItems": 9, "itemListOrder": "https://schema.org/ItemListOrderAscending", "itemListElement": [ { "@type": "SiteNavigationElement", "position": 1, "name": "Best Picks", "url": "https://www.tomshardware.com/best-picks" }, { "@type": "SiteNavigationElement", "position": 2, "name": "CPUs", "url": "https://www.tomshardware.com/pc-components/cpus", "hasPart": [ { "@type": "SiteNavigationElement", "position": 1, "name": "Chipmaking", "url": "https://www.tomshardware.com/tag/chip" } ] }, { "@type": "SiteNavigationElement", "position": 3, "name": "GPUs", "url": "https://www.tomshardware.com/pc-components/gpus", "hasPart": [ { "@type": "SiteNavigationElement", "position": 1, "name": "Drivers", "url": "https://www.tomshardware.com/pc-components/gpus/gpu-drivers" } ] }, { "@type": "SiteNavigationElement", "position": 4, "name": "PC Components", "url": "https://www.tomshardware.com/pc-components", "hasPart": [ { "@type": "SiteNavigationElement", "position": 1, "name": "Storage", "url": "https://www.tomshardware.com/pc-components/storage" }, { "@type": "SiteNavigationElement", "position": 2, "name": "Cooling", "url": "https://www.tomshardware.com/pc-components/cooling" }, { "@type": "SiteNavigationElement", "position": 3, "name": "Networking", "url"
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)
Best budget gaming laptops of 2026: The best cheap laptops we've tested and benchmarked | Tom's Hardware { "@context": "https://schema.org", "@graph": [ { "@type": "ItemList", "name": "Main Navigation", "description": "Site navigation", "numberOfItems": 9, "itemListOrder": "https://schema.org/ItemListOrderAscending", "itemListElement": [ { "@type": "SiteNavigationElement", "position": 1, "name": "Best Picks", "url": "https://www.tomshardware.com/best-picks" }, { "@type": "SiteNavigationElement", "position": 2, "name": "CPUs", "url": "https://www.tomshardware.com/pc-components/cpus", "hasPart": [ { "@type": "SiteNavigationElement", "position": 1, "name": "Chipmaking", "url": "https://www.tomshardware.com/tag/chip" } ] }, { "@type": "SiteNavigationElement", "position": 3, "name": "GPUs", "url": "https://www.tomshardware.com/pc-components/gpus", "hasPart": [ { "@type": "SiteNavigationElement", "position": 1, "name": "Drivers", "url": "https://www.tomshardware.com/pc-components/gpus/gpu-drivers" } ] }, { "@type": "SiteNavigationElement", "position": 4, "name": "PC Components", "url": "https://www.tomshardware.com/pc-components", "hasPart": [ { "@type": "SiteNavigationElement", "position": 1, "name": "Storage", "url": "https://www.tomshardware.com/pc-components/storage" }, { "@type": "SiteNavigationElement", "position": 2, "name": "Cooling", "url": "https://www.tomshardware.com/pc-components/cooling" }, { "@type": "SiteNavigationElement", "position": 3, "name": "Networking", "url"
+ IA injects:

Best budget gaming laptops of 2026: The best cheap laptops we've tested and benchmarked | Tom's Hardware — Tomshardware

+ JSON-LD @graph
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "NewsArticle",
      "headline": "Best budget gaming laptops of 2026: The best cheap laptops we've tested and benchmarked | Tom's Hardware",
      "url": "https://www.tomshardware.com/laptops/gaming-laptops/best-budget-gaming-laptops",
      "publisher": {
        "@type": "Organization",
        "name": "Tomshardware"
      }
    },
    {
      "@type": "Product",
      "name": "View at Newegg",
      "sku": "kXQk6*ivFEQ",
      "offers": {
        "@type": "Offer",
        "url": "https://click.linksynergy.com/link?id=kXQk6%2AivFEQ&offerid=1749625.445832991511902724512596&type=15&murl=https%3A%2F%2Fwww.newegg.com%2Facer-america-16-0-geforce-rtx-5060-laptop-gpu-wuxga-32gb-memory-1-tb-ssd%2Fp%2F2WC-000K-03J30%3Fitem%3D9SIA8X5KPR5587&u1=tomshardware-us-2472507089005019608",
        "seller": {
          "@type": "Organization",
          "name": "Rakuten Advertising"
        }
      },
      "potentialAction": {
        "@type": "BuyAction",
        "target": {
          "@type": "EntryPoint",
          "urlTemplate": "https://click.linksynergy.com/link?id=kXQk6%2AivFEQ&offerid=1749625.445832991511902724512596&type=15&murl=https%3A%2F%2Fwww.newegg.com%2Facer-america-16-0-geforce-rtx-5060-laptop-gpu-wuxga-32gb-memory-1-tb-ssd%2Fp%2F2WC-000K-03J30%3Fitem%3D9SIA8X5KPR5587&u1=tomshardware-us-2472507089005019608",
          "actionPlatform": [
            "http://schema.org/DesktopWebPlatform"
          ]
        }
      }
    }
  ]
}
</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
gptbot2001,615,585no95ms
human2001,615,585no77ms
robots.txt policy per AI bot
GPTBot: not_mentioned
Bingbot: not_mentioned
Applebot: not_mentioned
ClaudeBot: not_mentioned
Googlebot: not_mentioned
ChatGPT-User: not_mentioned
OAI-SearchBot: not_mentioned
PerplexityBot: not_mentioned
ClaudeBot-User: not_mentioned
Google-Extended: not_mentioned

Render risk — what AI bots can actually parse

90/100
Low — AI bots receive most of the text content
FrameworkUnknown / vanillaHydration gap1%
  • Hydration gap: 1%
    AI bots see only 99% of the rendered content.
  • Skeleton or loading placeholders in bot HTML
    Content visible in raw HTML is a placeholder; real content loads client-side.

Schema audit

0/100
Present · 13
AnswerArticleBreadcrumbListFAQPageImageObjectItemListListItemOrganizationPersonQuestionSiteNavigationElementSpeakableSpecificationWebPage
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

2 affiliate links across 1 network.
Rakuten2