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AI Visibility Scorecard
Finding Light in the Dark
findinglightinthedark.com · Food & Beverage
Borderline visible. AI bots can crawl Finding Light in the Dark, 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
#1,411,794 of 1,697,991 in Food & Beverage for AI visibility
3.1
/10
AEO Score
About Finding Light in the Dark
from our crawl and measurement
Finding Light in the Dark is a business whose own site puts it this way: "What lies hidden in the shrouds, Amid currents of the sea, The sun, bring forth into the light! Illuminate, that I may see. If you have stumbled across this blog, or a friend...." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
Our crawl found a sitemap, substantial page content. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 3.1/10, Finding Light in the Dark is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Finding Light in the Dark
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Finding Light in the Dark.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/findinglightinthedark
Cite this score: Engagemii (2026). "AEO Score for Finding Light in the Dark." Retrieved from https://engagemii.com/aeo/brands/findinglightinthedark
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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