AI Visibility Scorecard
Matt Houghton
matthoughton.cloud · Technology
Borderline visible. AI bots can crawl Matt Houghton, 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
#1,602,983 of 2,705,620 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
About Matt Houghton
from our crawl and measurement
Matt Houghton describes itself simply: "Matt Houghton, Architect, Engineer, and Speaker. AWS Ambassador, AWS Community Builder, and conference speaker at AWS re:Invent, ElasticON, and QlikWorld." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
On the page itself the strengths are clear: visible credibility markers and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and basic crawler access. What holds it back is a heading structure that lays out what it offers and structured data describing the business.
Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 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
Good
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 4.4/10, Matt Houghton is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Matt Houghton
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/matthoughton-cloud
Cite this score: Engagemii (2026). "AEO Score for Matt Houghton." Retrieved from https://engagemii.com/aeo/brands/matthoughton-cloud
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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