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AI Visibility Scorecard
lightshipco.com · Education
Borderline visible. AI bots can crawl Lightship — From using AI to having it do the work, 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
#704,343 of 860,918 in Education for AI visibility
3.5
/10
AEO Score
from our crawl and measurement
"Lightship teaches sellers and GTM leaders how to move from prompting AI to deploying it in real workflows that drive revenue." That is how Lightship From using AI to having it do the work introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
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.
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 3.5/10, Lightship — From using AI to having it do the work is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lightship — From using AI to having it do the work
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Lightship — From using AI to having it do the work.
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lightshipco
Cite this score: Engagemii (2026). "AEO Score for Lightship — From using AI to having it do the work." Retrieved from https://engagemii.com/aeo/brands/lightshipco
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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