AI Visibility Scorecard
Matthew Cestarte
cestarte.com · Technology
Borderline visible. AI bots can crawl Matthew Cestarte, 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 4 times
Meta AI · Claude · ShapBot
#1,309,242 of 2,704,755 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
-
Network Authority
iNot connected yet
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Matthew Cestarte
from our crawl and measurement
Matthew Cestarte, based in McAllen, TX, describes itself simply: "Matthew Cestarte, software engineer and engineering leader with 14 years of experience building and shipping software. Resume, projects, and experience." 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 (ProfilePage), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
- Company ·
- Matthew Cestarte
- Website ·
- cestarte.com
- Industry ·
- Technology
- Location ·
- Mcallen, TX
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Sep 30, 2026
- Verified connections ·
- None yet
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
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, Matthew Cestarte is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Matthew Cestarte
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cestarte
Cite this score: Engagemii (2026). "AEO Score for Matthew Cestarte." Retrieved from https://engagemii.com/aeo/brands/cestarte
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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