2026-05-19 11:31 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

AI bot — today

⊘

BLOCKED — HTTP 402

AI crawlers are turned away at the edge.

Nothing readable. No structured data they can use.

AI bot — with IA

If unblocked, IA serves AI bots this:

Featured products — Lifewire

+ JSON-LD @graph

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "NewsArticle",
      "headline": "https://www.lifewire.com/amazon-tech-deals-8700021",
      "url": "https://www.lifewire.com/amazon-tech-deals-8700021",
      "publisher": {
        "@type": "Organization",
        "name": "Lifewire"
      }
    }
  ]
}
</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	402	612	yes	66ms
human	402	612	yes	53ms

robots.txt policy per AI bot

GPTBot: allowed

Bingbot: not_mentioned

Applebot: not_mentioned

ClaudeBot: disallowed

Googlebot: not_mentioned

ChatGPT-User: allowed

OAI-SearchBot: allowed

PerplexityBot: disallowed

ClaudeBot-User: not_mentioned

Google-Extended: disallowed

Render risk — what AI bots can actually parse

100/100

Low — AI bots receive most of the text content

FrameworkUnknown / vanillaHydration gap0%

No render-risk signals triggered. AI bots receive substantially the same content as humans.

Schema audit

0/100

Present · 0

No structured data detected

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.