AI Visibility Scorecard
LD Impact
Borderline visible. AI bots can crawl LD Impact, 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.
AI engines read this profile 3 times
Claude
0
AI Naming Predictability
iRarely named · 0/100
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About LD Impact
from our crawl and measurement
"Measure the real business impact and dollar ROI of your learning & development programs, with the statistical rigor leaders trust. Try the free interactive simulator, no signup required." That is how LD Impact of Philadelphia, PA introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 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.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4/10, LD Impact is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
You're asked to justify the L&D budget — with business impact numbers you can't get.Sound familiar?
Every budget cycle, leadership wants proof that employee development spending moves the business forward. But you know measuring the ROI of learning is genuinely hard. Consider these painful realities. Completion rates, smile sheets, and quiz scores measure activity, not outcomes. Nobody funds a course because 92% finished it. Correlation gets mistaken for causation.
Is this your brand?
The exact fixes for LD Impact
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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 LD Impact.
Source & Attribution
Scored by Engagemii on October 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ldimpact
Cite this score: Engagemii (2026). "AEO Score for LD Impact." Retrieved from https://engagemii.com/aeo/brands/ldimpact
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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