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AI Visibility Scorecard
Working Lunch Co.
workinglunchco.com · E-commerce
Borderline visible. AI bots can crawl Working Lunch Co., 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
#371,572 of 614,070 in E-commerce for AI visibility
4.1
/10
AEO Score
About Working Lunch Co.
from our crawl and measurement
Working Lunch Co. describes itself simply: "<p>Welcome to Working Lunch Co., a collaborative brand studio! We offer brand strategy consulting, visual identity design, and a la carte workshops to help you tell your story, turn your." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and a few credibility markers. What holds it back is structured data describing the business.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.1/10, Working Lunch Co. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Working Lunch Co.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/workinglunchco
Cite this score: Engagemii (2026). "AEO Score for Working Lunch Co.." Retrieved from https://engagemii.com/aeo/brands/workinglunchco
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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