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AI Visibility Scorecard
Bubblewrap
bubblewrapwaffle.com · E-commerce
Somewhat visible. AI bots can read Bubblewrap, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#31,632 of 615,319 in E-commerce for AI visibility
6.2
/10
AEO Score
About Bubblewrap
from our crawl and measurement
Bubblewrap describes itself simply: "London's original bubble waffle with artisan gelato. Founded in 2015, Bubblewrap reinvented the traditional Hong Kong street snack egg waffles." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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 6.2/10, Bubblewrap has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Bubblewrap
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Bubblewrap.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bubblewrapwaffle
Cite this score: Engagemii (2026). "AEO Score for Bubblewrap." Retrieved from https://engagemii.com/aeo/brands/bubblewrapwaffle
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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