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AI Visibility Scorecard
Topi
topicakes.com · Food & Beverage
At 2.5/10, Topi is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 4 times
Meta AI · Claude
#1,222,213 of 1,362,488 in Food & Beverage for AI visibility
2.5
/10
AEO Score
About Topi
from our crawl and measurement
Topi, based in Palo Alto, CA, describes itself simply: "Topi Cake, Dessert, 婚礼蛋糕, 小甜品 We craft cakes that are beautiful, delicious, and made with care. We use high-quality, wholesome ingredients, skip overly sweet recipes, and let natural." As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.
Our crawl found structured data on the page (Restaurant, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI. By its own structured data it is a restaurant business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 2.5/10, Topi is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Topi
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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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/topicakes
Cite this score: Engagemii (2026). "AEO Score for Topi." Retrieved from https://engagemii.com/aeo/brands/topicakes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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