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AI Visibility Scorecard
The Construct Audit
upgrd.com · Technology
Somewhat visible. AI bots can read The Construct Audit, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence
#209,145 of 2,808,083 in Technology for AI visibility
6.1
/10
AEO Score
About The Construct Audit
from our crawl and measurement
The Construct Audit is a business whose own site puts it this way: "You don't experience reality, you experience a construct your mind builds from a fraction of the data. The Construct Audit (aka the Clarity Audit) is a 24-question diagnostic...." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 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.
AI crawlers have visited the site 3 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
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
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
7
Forum and community discussion.
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 6.1/10, The Construct Audit has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is The Construct Audit?
The Construct Audit (also known as the Clarity Audit) is a 24-question diagnostic organized into eight themed groups. You don't experience reality directly — you experience a construct your mind builds of it, and that construct decides what feels possible. The audit reveals the flaws in that construct: the unconscious behavioral patterns most likely to be slowing your momentum across relationships, career, health, and money. Clarity is what arrives once you can see the construct for what it is.
How long does it take?
Most people finish in seven to ten minutes. The report is generated immediately on completion.
Is it free?
Yes. The audit and your personal recalibration report are free. An optional follow-on program is offered after the report.
What happens to my data?
Your responses are processed under our published Privacy Policy. We do not sell or share personal information for cross-context behavioral advertising. See https://clarity.upgrd.com/privacy for the full disclosure.
Is this medical or psychiatric advice?
No. The Construct Audit is educational and self-reflective. It is not a diagnosis or treatment of any medical, psychological, or psychiatric condition. If you are in crisis in the United States, call or text 988.
Is this your brand?
The exact fixes for The Construct Audit
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/upgrd
Cite this score: Engagemii (2026). "AEO Score for The Construct Audit." Retrieved from https://engagemii.com/aeo/brands/upgrd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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