AI Visibility Scorecard
gundo.app · Technology
At 2.43/10, Gundo is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and News & Press. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
Top 10% in Technology for AI visibility
20
AI Naming Predictability
iRarely named · 20/100
Technology average 28
Top 49% of Technology
See what's behind this score →2.43
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
Technology average 17
See what's behind this score →8
from our crawl and measurement
Gundo is a business whose own site puts it this way: "Infraestructura de nutrición personalizada para retail, gimnasios, coaches e influencers. Planes nutricionales con IA, scoring por producto, white-label y API." When AI engines look at it, they find little to work with. It scores 2.43 out of 10.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 3 times in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.43/10, Gundo is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why does personalization fail before reaching the customer?
The final experience is only as reliable as the nutritional data that powers it.Incomplete and inconsistent catalogsDuplicate EANs, unnormalized ingredients and mixed nutritional formats block automation.Every team works from a different source of truthQuality, e-commerce, marketing and data teams maintain separate sources and rules.Generic labels do not personalizeOne score cannot account for each person's.
What happens after the catalog is ready?
Connect the catalog to scoring, recommendations, recipes, plans and shopping lists. Activate only the components that support the agreed use case.Modular by designActivate only what you need. From AI meal planning to client messaging, each module works independently or together.100% white-labelYour logo, your colors, your domain.
How do we move from catalog to impact?
Each phase reduces uncertainty before expanding scope.01DiagnoseMeasure coverage, quality, consistency and traceability to locate priority gaps.BaselinePrioritized gapsRoadmap02CompleteNormalize and enrich the catalog, apply rules and establish quality controls.Structured dataTraceable rulesContinuous quality03ActivateConnect the data to the chosen experience and measure adoption, use and pilot outcomes.Agreed.
Which modules can I activate?
Every module is a building block. Turn them on or off based on how you work.
What makes Gundo different?
This is infrastructure for professionals and businesses who want to build their own platforms, not rent space in someone else's ecosystem.True white-labelNot a rebrand. Not a skin. This is a complete infrastructure you control.Your domain, your brandingNo Gundo mentions anywhereClient-facing is 100% yoursBuilt to scaleFrom 10 clients to 10,000.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gundo-app
Cite this score: Engagemii (2026). "AEO Score for Gundo." Retrieved from https://engagemii.com/aeo/brands/gundo-app
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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