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AI Visibility Scorecard
nilnova.com · Sports & Recreation
Borderline visible. AI bots can crawl NILnova — The Athlete's NIL Playbook, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#156,989 of 180,034 in Sports & Recreation for AI visibility
3.1
/10
AEO Score
from our crawl and measurement
NILnova The Athlete's NIL Playbook describes itself simply: "Stop leaving money on the table. The NILnova Playbook shows you exactly how to land NIL deals, build your brand, and monetize your name as a college athlete." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
On its own pages the site does well on a clear heading structure. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews and structured data describing the business.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.1/10, NILnova — The Athlete's NIL Playbook is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for NILnova — The Athlete's NIL Playbook
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
An athlete shopping for gear isn't browsing. They're problem-solving.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nilnova
Cite this score: Engagemii (2026). "AEO Score for NILnova — The Athlete's NIL Playbook." Retrieved from https://engagemii.com/aeo/brands/nilnova
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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