AI Visibility Scorecard
Cerris Builders | We’ve created a solid foundation, and we’re excited to build upon our legacy.
mwbuilderstx.com · Home & Living
Somewhat visible. AI bots can read Cerris Builders | We’ve created a solid foundation, and we’re excited to build upon our legacy., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI
#143,515 of 1,375,399 in Home & Living for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Cerris Builders | We’ve created a solid foundation, and we’re excited to build upon our legacy.
from our crawl and measurement
Cerris Builders describes itself simply: "We’ve created a solid foundation, and we’re excited to build upon our legacy." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage) 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
Fair
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Fair
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
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 5.7/10, Cerris Builders | We’ve created a solid foundation, and we’re excited to build upon our legacy. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cerris Builders | We’ve created a solid foundation, and we’re excited to build upon our legacy.
Which AI engines already crawl you
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mwbuilderstx
Cite this score: Engagemii (2026). "AEO Score for Cerris Builders | We’ve created a solid foundation, and we’re excited to build upon our legacy.." Retrieved from https://engagemii.com/aeo/brands/mwbuilderstx
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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