AI Visibility Scorecard
Ferreira & Moreira Arquitetura e Engenharia
fmarqeng.com · Automotive
Borderline visible. AI bots can crawl Ferreira & Moreira Arquitetura e Engenharia, 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
#64,527 of 365,672 in Automotive for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Ferreira & Moreira Arquitetura e Engenharia
from our crawl and measurement
Ferreira & Moreira Arquitetura e Engenharia, based in Santa Isabel, SP, describes itself simply: "Ferreira & Moreira, Arquitetura e Engenharia em São Paulo. Da concepção à entrega das chaves: projetos arquitetônicos, gerenciamento de obras, laudos técnicos e regularização de imóveis." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (LocalBusiness) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4/10, Ferreira & Moreira Arquitetura e Engenharia is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Ferreira & Moreira Arquitetura e Engenharia
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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 September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fmarqeng
Cite this score: Engagemii (2026). "AEO Score for Ferreira & Moreira Arquitetura e Engenharia." Retrieved from https://engagemii.com/aeo/brands/fmarqeng
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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