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 9 times
Claude · Meta AI · Apple Intelligence · ShapBot
#323,783 of 2,707,444 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
0
AI Adoption
iNone detected · 0/100
About The Construct Audit
from our crawl and measurement
The Construct Audit is a business whose own site puts it this way: "A 24-question diagnostic that reveals the flaws in the construct your mind builds of reality, the unconscious behavioral patterns running underneath your decisions, then returns a." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, WebApplication), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
Social Mentions
Weak
No social discussion 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 5.6/10, 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
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for The Construct Audit.
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.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform