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AI Visibility Scorecard
LEAD
lead-pdlabs.com · E-commerce
Borderline visible. AI bots can crawl LEAD, 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
#442,739 of 535,291 in E-commerce for AI visibility
3.2
/10
AEO Score
About LEAD
from our crawl and measurement
"We get your team running without you in 8 weeks, or we keep working with you for free. A bespoke leadership system for founder led agencies of 5 to 25 people. Book a consultation." That is how LEAD. Your agency runs without you introduces itself. When AI engines look at it, they find little to work with. It scores 3.2 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.
The 6 signals AI reads
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
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 3.2/10, LEAD is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LEAD
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for LEAD.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lead-pdlabs
Cite this score: Engagemii (2026). "AEO Score for LEAD." Retrieved from https://engagemii.com/aeo/brands/lead-pdlabs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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