AI Visibility Scorecard
Marcos Barzola
devbymarcos.com · Professional Services
Borderline visible. AI bots can crawl Marcos Barzola, 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 2 times
Claude
#283,733 of 526,862 in Professional Services for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
12
AI Adoption
iBasic · 12/100
About Marcos Barzola
from our crawl and measurement
"I help non-tech founders and small agencies build launch-ready MVPs without the $50k agency bill or endless development cycles." That is how Marcos Barzola introduces itself. When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
On its own pages the site does well on a clear heading structure, visible credibility markers and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is a clearly stated business identity and structured data describing the business.
Off the page, almost no other sites link to it, the domain does not yet read as established, 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. None of that can be fixed on the page: it has to be earned.
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
Weak
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
Fair
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 4.5/10, Marcos Barzola is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Tired of These "Normal" Development Timelines?
Agencies quote $15k-$50k and 6-month timelinesBy the time you finally launch, the market has moved on and competitors have already captured your opportunity.Freelancers on Upwork ghost you mid-projectYou get broken code, missed deadlines, or developers who disappear after the first payment.
Is this your brand?
The exact fixes for Marcos Barzola
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devbymarcos
Cite this score: Engagemii (2026). "AEO Score for Marcos Barzola." Retrieved from https://engagemii.com/aeo/brands/devbymarcos
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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