AI Visibility Scorecard
Project Lobster
projectlobster.com · Food & Beverage
Borderline visible. AI bots can crawl Project Lobster, 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 14 times
Meta AI · Claude · ShapBot
#16,831 of 1,392,203 in Food & Beverage for AI visibility
12
5
AEO Visibility
iBorderline · 4.7/10
40
Muse Index Score
iAI agent readiness
Transactable · 40/100
0
AI Adoption
iNone detected · 0/100
About Project Lobster
from our crawl and measurement
Project Lobster describes itself simply: "PJ.LOBSTER™ is a vision brand born in Barcelona in 2018. We offer unique products that you won't find anywhere else: we design all our glasses and manufacture them without the middle-men." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (BreadcrumbList, WebSite, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
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
Strong
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
Strong
Inbound links from other sites.
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 4.7/10, Project Lobster is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Project Lobster
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
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 Project Lobster.
Project Lobster lists 75 products, 75 in stock, priced 8.00 to 130.00.
Show all 75 products
- LOBSTER DAILY- 4 BOXES · 81.60
- BIOFINITY-2 BOXES · 30.00
- LOBSTER DAILY-2 BOXES. · 32.00
- Aries · 39.00 · SunGlasses
- Lily · 39.00 · SunGlasses
- Aries · 39.00 · SunGlasses
- Donald S · 85.00 · SunGlasses
- Donald S · 85.00 · SunGlasses
- Zaro · 65.00 · SunGlasses
- Ronnie · 130.00 · SunGlasses
- Ronnie · 130.00 · SunGlasses
- Ronnie · 130.00 · SunGlasses
- Salome · 130.00 · SunGlasses
- Salome · 130.00 · SunGlasses
- Salome · 130.00 · SunGlasses
- FUTURES · 65.00 · SunGlasses
- FUTURES · 65.00 · SunGlasses
- Devon · 85.00 · SunGlasses
- Arlo · 85.00 · SunGlasses
- Arlo · 65.00 · SunGlasses
- Ada · 65.00 · SunGlasses
- Ada · 65.00 · SunGlasses
- Elva · 65.00 · SunGlasses
- Elva · 65.00 · SunGlasses
- Abel · 85.00 · SunGlasses
- Abel · 65.00 · SunGlasses
- Abel · 85.00 · SunGlasses
- Nomi · 65.00 · SunGlasses
- Nomi · 65.00 · SunGlasses
- Nomi · 65.00 · SunGlasses
- Remy · 65.00 · SunGlasses
- Mia · 65.00 · SunGlasses
- Mia · 65.00 · SunGlasses
- Paul · 85.00 · SunGlasses
- Donald M · 85.00 · SunGlasses
- Donald S · 85.00 · SunGlasses
- Paul · 85.00 · SunGlasses
- Donald S · 85.00 · SunGlasses
- Paul · 85.00 · SunGlasses
- Paul · 85.00 · SunGlasses
- Paul · 85.00 · SunGlasses
- Paul · 85.00 · SunGlasses
- Donald M · 85.00 · SunGlasses
- Donald M · 85.00 · SunGlasses
- Donald M · 85.00 · SunGlasses
- Donald M · 85.00 · SunGlasses
- Donald S · 85.00 · SunGlasses
- Donald S · 85.00 · SunGlasses
- Donald S · 85.00 · SunGlasses
- Bera · 65.00 · SunGlasses
- Bera · 65.00 · SunGlasses
- Kuno · 65.00 · SunGlasses
- Avery · 65.00 · SunGlasses
- Fast · 39.00 · SunGlasses
- Fast · 39.00 · SunGlasses
- Fast · 39.00 · SunGlasses
- Fast · 39.00 · SunGlasses
- Fast · 39.00 · SunGlasses
- Fast · 39.00 · SunGlasses
- Fast · 39.00 · SunGlasses
- Fast · 39.00 · SunGlasses
- Devon · 65.00 · SunGlasses
- Lágrima artificial · 8.00
- Devon · 85.00 · SunGlasses
- Jackie · 65.00 · SunGlasses
- Mia · 85.00 · SunGlasses
- Remy · 65.00 · SunGlasses
- Remy · 65.00 · SunGlasses
- Aries · 65.00 · SunGlasses
- Steve · 130.00 · SunGlasses
- Spray Limpiador · 10.00
- Fast · 39.00 · SunGlasses
- Fast · 39.00 · SunGlasses
- Fast · 39.00 · SunGlasses
- Fast · 39.00 · SunGlasses
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/projectlobster
Cite this score: Engagemii (2026). "AEO Score for Project Lobster." Retrieved from https://engagemii.com/aeo/brands/projectlobster
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform