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AI Visibility Scorecard
lost-spring.com · Food & Beverage
At 2.6/10, lost spring / suzumi noda 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,564,881 of 1,715,023 in Food & Beverage for AI visibility
2.6
/10
AEO Score
from our crawl and measurement
lost spring / suzumi noda is a business whose own site puts it this way: "As I thought about, created, and tasted each artwork like a daily meal, my heart was fulfilled and my life became meaningful." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.4 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
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.
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 2.6/10, lost spring / suzumi noda is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for lost spring / suzumi noda
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lost-spring
Cite this score: Engagemii (2026). "AEO Score for lost spring / suzumi noda." Retrieved from https://engagemii.com/aeo/brands/lost-spring
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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