AI Visibility Scorecard
Lunch Next
lunchnext.com · Beauty & Personal Care
Borderline visible. AI bots can crawl Lunch Next, 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 1 times
Claude
#103,008 of 208,397 in Beauty & Personal Care for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Lunch Next
from our crawl and measurement
Lunch Next is a San Francisco, CA business whose own site puts it this way: "Vouchery ze zniżkami do Twoich ulubionych miejscówek. Kupuj dla siebie lub na prezent." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
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
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 4.5/10, Lunch Next is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to settle vouchers?
If your customer presents voucher in app, simply scan it and subtract the amount spent. Alternatively, customer can provide voucher number they received by email after purchase. Use the search feature to find the appropriate voucher. Loyalty points Customer who is about to get their 10th coffee for free or a surprise gift is more likely to drop by. As simple as that.
Is this your brand?
The exact fixes for Lunch Next
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Lunch Next.
Source & Attribution
Scored by Engagemii on August 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lunchnext
Cite this score: Engagemii (2026). "AEO Score for Lunch Next." Retrieved from https://engagemii.com/aeo/brands/lunchnext
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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