AI Visibility Scorecard
por CONSTRUFORMA
construforma.com.mx · Education
Borderline visible. AI bots can crawl por CONSTRUFORMA, 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.
AI engines read this profile 1 times
Claude
#716,652 of 937,741 in Education for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Education average 14
Top 98% of Education
See what's behind this score →3.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →10
0
About por CONSTRUFORMA
from our crawl and measurement
por CONSTRUFORMA is a business whose own site puts it this way: "En CONSTRUFORMA somos especialistas en construcción, remodelación, y mantenimiento. Nuestra constructora está ubicada en Benito Juárez, Ciudad de México." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- por CONSTRUFORMA
- Website ·
- construforma.com.mx
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 2, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
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 read your site and name it in answers. At 3.5/10, por CONSTRUFORMA is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for por CONSTRUFORMA
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/construforma-com-mx
Cite this score: Engagemii (2026). "AEO Score for por CONSTRUFORMA." Retrieved from https://engagemii.com/aeo/brands/construforma-com-mx
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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