2026-05-29 20:34 UTC · ready · vertical: product · schema score: 0/100

Can IA help — https://sports.yahoo.com/articles/power-four-best-value-bets-144600444.html?

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

Summary

This page is a sports betting analysis article with no commerce offers or product listings. The structured data layer covers NewsArticle, Organization, ImageObject, and Person metadata but contains no Product, Offer, BuyAction, Review, or AggregateRating markup despite the product vertical classification. Citation-capable bots reach the page at a 50% rate for search indexing and 33% for general fetchers, with explicit brand mentions cited back to URL in both cases but generic references uncited. IA enrichment would surface inferrable commerce intent—betting recommendation strength, implied odds comparison, sportsbook adjacency—as explicit Review and Offer signals, making the evaluative content machine-readable without requiring publisher schema additions.

Citation bots reachable — claude_searchbot

This URL is reachable by the AI search indexes that drive live citations. Enrichment (next panel) is applicable here.

Blocked: oai_searchbot 429

What humans see vs 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.

Human view

AI Bot Today — During Live Search

On the page

Offers detected (0)

none

In the JSON-LD layer

Types present (4)

ImageObject, NewsArticle, Organization, Person

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

Power Four Best Value Bets to Make the College Football Playoff - Yahoo Sports — Sports

View IA-generated JSON-LD @graph

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "NewsArticle",
      "headline": "Power Four Best Value Bets to Make the College Football Playoff - Yahoo Sports",
      "url": "https://sports.yahoo.com/articles/power-four-best-value-bets-144600444.html",
      "publisher": {
        "@type": "Organization",
        "name": "Sports"
      }
    }
  ]
}
</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

Search / index crawlers

1 of 2 accessible to scanner

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

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

oai_searchbot429

robots.txt: allowed · scanner: blocked

claude_searchbot200

User-initiated fetchers

1 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.

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

chatgpt_user429

claude_user200

perplexity_user429

robots.txt: allowed · scanner: blocked

Training-data crawlers

0 of 6 accessible to scanner

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

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

gptbot429

claudebot429

perplexitybot429

ccbot429

google_extended429

applebot_extended429

robots.txt: allowed · scanner: blocked

Traditional search engines

3 of 3 accessible to scanner

Bingbot, Googlebot, Applebot — not AI-specific.

bingbot200

googlebot200

applebot200

Raw fetch detail (status, bytes, timing)

Identity	Status	Bytes	Blocked?	Timing
gptbot	429	23	yes	893ms
chatgpt_user	429	23	yes	946ms
oai_searchbot	429	23	yes	892ms
claudebot	429	23	yes	898ms
claude_user	200	650,723	no	1085ms
claude_searchbot	200	978,439	no	1175ms
perplexitybot	429	23	yes	734ms
perplexity_user	429	23	yes	682ms
googlebot	200	966,654	no	977ms
google_extended	429	23	yes	550ms
bingbot	200	978,170	no	1066ms
applebot	200	978,200	no	831ms
applebot_extended	429	23	yes	417ms
ccbot	429	23	yes	324ms
human	200	653,620	no	572ms

robots.txt policy per AI bot

CCBot: disallowed

GPTBot: disallowed

Bingbot: allowed

Applebot: allowed

ClaudeBot: disallowed

Googlebot: allowed

Claude-User: allowed

ChatGPT-User: disallowed

OAI-SearchBot: allowed

PerplexityBot: disallowed

Google-Extended: disallowed

Perplexity-User: allowed

Claude-SearchBot: allowed

Applebot-Extended: allowed

Render risk — what AI bots can actually parse

46/100

High — AI bots see scaffolding, not content

FrameworkUnknown / vanillaHydration gap100%

Hydration gap: 100%
AI bots see 0% of the rendered content. The remaining 100% loads via client-side JavaScript and is invisible to crawlers that don't execute JS.

What AI bots are missing

117

links missing

rendered 117 · bot 0

list items missing

rendered 85 · bot 0

paragraphs missing

rendered 47 · bot 1

images missing

rendered 15 · bot 0

headings missing

rendered 8 · bot 0

JSON-LD blocks missing

rendered 1 · bot 0

Sample content only humans see:

“Josh Pate's College Football Show”
“Novak Djokovic blows 2-set lead, ousted at French Open”
“Wemby's winner-take-all moment”
“Courtside ad ousts French Open player”
“Power Four Best Value Bets to Make the College Football Playoff”

JSON traps — where the missing content is hiding

Found 46 large script-tag JSON blobs (510.9 KB of serialized data total). AI crawlers do not evaluate JavaScript or parse arbitrary inline state — content stored in these blobs is invisible to GPTBot, ClaudeBot, and the other AI indexers, even when the rest of the page renders correctly for humans.

window.benjiSSRContextcustom

1.7 KB of serialized data

self.__next_f.pushnext.js

1.5 KB of serialized data

self.__next_f.pushnext.js

1.5 KB of serialized data

self.__next_f.pushnext.js

1.5 KB of serialized data

self.__next_f.pushnext.js

2.4 KB of serialized data

self.__next_f.pushnext.js

1.5 KB of serialized data

self.__next_f.pushnext.js

4.0 KB of serialized data

self.__next_f.pushnext.js

1.5 KB of serialized data

self.__next_f.pushnext.js

2.3 KB of serialized data

self.__next_f.pushnext.js

1.5 KB of serialized data

self.__next_f.pushnext.js

1.5 KB of serialized data

self.__next_f.pushnext.js

1.5 KB of serialized data

self.__next_f.pushnext.js

2.3 KB of serialized data

self.__next_f.pushnext.js

1.5 KB of serialized data

self.__next_f.pushnext.js

1.5 KB of serialized data

self.__next_f.pushnext.js

4.4 KB of serialized data

self.__next_f.pushnext.js

1.2 KB of serialized data

self.__next_f.pushnext.js

5.7 KB of serialized data

self.__next_f.pushnext.js

4.6 KB of serialized data

self.__next_f.pushnext.js

5.9 KB of serialized data

self.__next_f.pushnext.js

1.7 KB of serialized data

self.__next_f.pushnext.js

4.0 KB of serialized data

self.__next_f.pushnext.js

2.2 KB of serialized data

self.__next_f.pushnext.js

1.7 KB of serialized data

self.__next_f.pushnext.js

88.2 KB of serialized data

self.__next_f.pushnext.js

63.0 KB of serialized data

self.__next_f.pushnext.js

1.1 KB of serialized data

self.__next_f.pushnext.js

5.2 KB of serialized data

self.__next_f.pushnext.js

4.6 KB of serialized data

self.__next_f.pushnext.js

5.7 KB of serialized data

self.__next_f.pushnext.js

101.7 KB of serialized data

self.__next_f.pushnext.js

4.2 KB of serialized data

self.__next_f.pushnext.js

102.8 KB of serialized data

self.__next_f.pushnext.js

1.5 KB of serialized data

self.__next_f.pushnext.js

1.5 KB of serialized data

self.__next_f.pushnext.js

13.4 KB of serialized data

self.__next_f.pushnext.js

1.5 KB of serialized data

self.__next_f.pushnext.js

1.5 KB of serialized data

self.__next_f.pushnext.js

1.5 KB of serialized data

self.__next_f.pushnext.js

1.5 KB of serialized data

self.__next_f.pushnext.js

2.0 KB of serialized data

self.__next_f.pushnext.js

4.1 KB of serialized data

self.__next_f.pushnext.js

1.9 KB of serialized data

self.__next_f.pushnext.js

41.2 KB of serialized data

self.__next_f.pushnext.js

2.2 KB of serialized data

self.__next_f.pushnext.js

1.5 KB of serialized data

Schema audit

0/100

Present · 4

ImageObjectNewsArticleOrganizationPerson

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.