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AI Visibility Scorecard
Philip Uglow
themarginbuilders.com · Home & Living
Borderline visible. AI bots can crawl Philip Uglow, 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
#1,007,261 of 1,265,038 in Home & Living for AI visibility
3.5
/10
AEO Score
About Philip Uglow
from our crawl and measurement
Home describes itself simply: "The Margin Builders helps manufacturing, energy, and construction leaders unlock hidden EBITDA through margin audits and performance coaching." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (Article) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.5/10, Philip Uglow is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Philip Uglow
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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.
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Source & Attribution
Scored by Engagemii on August 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/themarginbuilders
Cite this score: Engagemii (2026). "AEO Score for Philip Uglow." Retrieved from https://engagemii.com/aeo/brands/themarginbuilders
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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