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AI Visibility Scorecard
Perception or Reality
perceptionorreality.com · Food & Beverage
Somewhat visible. AI bots can read Perception or Reality, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#53,428 of 1,417,327 in Food & Beverage for AI visibility
6
/10
AEO Score
About Perception or Reality
from our crawl and measurement
"Welcome to the official website for "Perception or Reality," the memoir manuscript of William Maskevich, a former federal employee." That is how Perception or Reality introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
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.
What this score means
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 6/10, Perception or Reality has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Perception or Reality
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/perceptionorreality
Cite this score: Engagemii (2026). "AEO Score for Perception or Reality." Retrieved from https://engagemii.com/aeo/brands/perceptionorreality
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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