AI Visibility Scorecard
Sidney Bakery Mawarslot
billyhill.com · Food & Beverage
Borderline visible. AI bots can crawl Sidney Bakery Mawarslot, 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 3 times
Claude · Meta AI
#657,907 of 1,393,974 in Food & Beverage for AI visibility
10
AI Naming Predictability
iRarely named · 10/100
4
AEO Visibility
iBorderline · 4.4/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Sidney Bakery Mawarslot
from our crawl and measurement
Sidney Bakery Mawarslot, based in Medan, Sumatera Utara, describes itself simply: "Bakery rumahan di Medan yang ngeluarin roti hangat tiap pagi. Roti gambang, sisir, bagelen, sampai fairy bread, semua diracik dengan tulus sejak 2019." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
Our crawl found structured data on the page (Bakery) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). By its own structured data it is a bakery business.
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
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 4.4/10, Sidney Bakery Mawarslot is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Sidney Bakery Mawarslot
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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.
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/billyhill
Cite this score: Engagemii (2026). "AEO Score for Sidney Bakery Mawarslot." Retrieved from https://engagemii.com/aeo/brands/billyhill
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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