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AI Visibility Scorecard
Oscar Swanros
oscarswanros.com · Technology
Somewhat visible. AI bots can read Oscar Swanros, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#180,899 of 2,648,070 in Technology for AI visibility
6.1
/10
AEO Score
About Oscar Swanros
from our crawl and measurement
Oscar Swanros is a business whose own site puts it this way: "Oscar Swanros es un líder de ingeniería de software mexicano que acompaña a ingenieros y líderes técnicos de habla hispana en la transición de IC a manager y en las decisiones de carrera de." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite, Person, Organization), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
3
Forum and community discussion.
Social Mentions
0
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 6.1/10, Oscar Swanros has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Oscar Swanros
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/oscarswanros
Cite this score: Engagemii (2026). "AEO Score for Oscar Swanros." Retrieved from https://engagemii.com/aeo/brands/oscarswanros
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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