AI Visibility Scorecard
GuestFill
guestfill.com · Food & Beverage
Borderline visible. AI bots can crawl GuestFill, 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
#773,603 of 1,393,668 in Food & Beverage for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About GuestFill
from our crawl and measurement
"Local growth partner for restaurants, cafés and coffee shops in Lisbon. Google Business Profile, website, reviews and paid ads built as one customer acquisition system." That is how GuestFill introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (ProfessionalService) 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
Fair
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 4.2/10, GuestFill is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Sound familiar?
If three of these are true, you are losing guests every night and you cannot see it happening. You don't show up on the map when someone nearby searches for food. The place down the street has 300 reviews. You have 40. Your menu is a PDF that will not open on a phone. Friday is full. Tuesday is dead. You paid someone for marketing before and got a report instead of customers.
Is this your brand?
The exact fixes for GuestFill
Which AI engines already crawl you
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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 GuestFill.
Source & Attribution
Scored by Engagemii on September 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/guestfill
Cite this score: Engagemii (2026). "AEO Score for GuestFill." Retrieved from https://engagemii.com/aeo/brands/guestfill
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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