#625,979 OF 1,356,760 IN HOME & LIVING
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AI Visibility Scorecard
gpiengineers.com · Home & Living
Borderline visible. AI bots can crawl Guevara and Partners Inc, 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
#625,979 of 1,356,760 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Guevara & Partners Inc. is a Makati, Metro Manila business whose own site puts it this way: "Guevara & Partners Inc., an engineering consultancy firm in the Philippines, provides reliable MEP engineering solutions for HVAC, plumbing, and more." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness), an llms.txt file for AI models and a sitemap.
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
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.
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 4.6/10, Guevara and Partners Inc is crawlable but under-signaled - fixable, and the signals above are where to start.
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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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Scored by Engagemii on September 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gpiengineers
Cite this score: Engagemii (2026). "AEO Score for Guevara and Partners Inc." Retrieved from https://engagemii.com/aeo/brands/gpiengineers
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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