AI Visibility Scorecard
LumenIA
lumenchefapp.com · Food & Beverage
Borderline visible. AI bots can crawl LumenIA, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,219,800 of 1,391,980 in Food & Beverage for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About LumenIA
from our crawl and measurement
"Il tuo ristorante perde prenotazioni tutti i giorni. Solo che ancora non lo sai. La tua piattaforma smart per la gestione del ristorante. Risponde a telefonate." That is how LumenChef IT LumenIA introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite, SearchAction, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 3.5/10, LumenIA is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Quante volte suona il telefono durante il servizio e nessuno risponde?
Non è colpa tua, è il metodo. Ma ogni chiamata persa è una prenotazione che non otterrai mai. Oltre il 41% delle prenotazioni già avviene online, oltre metà delle richieste di prenotazione arrivano quando il ristorante è chiuso e il 70% dei ristoranti non ha ancora gli strumenti per rispondere. 1Il telefono squilla e nessuno rispondeDurante il servizio, non c'è tempo di rispondere.
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The exact fixes for LumenIA
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for LumenIA.
Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lumenchefapp
Cite this score: Engagemii (2026). "AEO Score for LumenIA." Retrieved from https://engagemii.com/aeo/brands/lumenchefapp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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