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AI Visibility Scorecard
Light in the Dark Analytics
lightinthedarkanalytics.com · Technology
Somewhat visible. AI bots can read Light in the Dark Analytics, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#406,849 of 2,623,328 in Technology for AI visibility
5.6
/10
AEO Score
About Light in the Dark Analytics
from our crawl and measurement
"AI consulting and business automation for small businesses in Northeast Pennsylvania. Workflow automation, CRM, dashboards, and custom software." That is how Light in the Dark Analytics of Wilkes-Barre, PA introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: structured data describing the business, 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 a few credibility markers.
Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, 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. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2024.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
7
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.
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 5.6/10, Light in the Dark Analytics has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Light in the Dark Analytics
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lightinthedarkanalytics
Cite this score: Engagemii (2026). "AEO Score for Light in the Dark Analytics." Retrieved from https://engagemii.com/aeo/brands/lightinthedarkanalytics
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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