AI Visibility Scorecard
Gerald Leckie
geraldleckie.com · Technology
Borderline visible. AI bots can crawl Gerald Leckie, 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
#2,265,831 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
8
AI Adoption
iBasic · 8/100
About Gerald Leckie
from our crawl and measurement
Gerald Leckie is a business whose own site puts it this way: "AI and business consulting, custom software and SaaS development, and technology-led digital marketing." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (Person, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 3.5/10, Gerald Leckie is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What would changeyour day to day?
More time for the work that matters. A smoother experience for customers. An idea your team can finally put into use. Choose the path that fits your business.For business ownersFor organizations & teamsGet your time back. Give your business room to grow.Stop carrying every repetitive task yourself. Make it easier for customers to choose you and turn the idea you keep postponing into a practical next step.
What would make running your business easier?
Tell me what is taking your time, where customers get stuck, or what you want to build. We will start with the priority that matters to [email protected]↗Tell Gerald what you want to improve.
Is this your brand?
The exact fixes for Gerald Leckie
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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.
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Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/geraldleckie
Cite this score: Engagemii (2026). "AEO Score for Gerald Leckie." Retrieved from https://engagemii.com/aeo/brands/geraldleckie
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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