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AI Visibility Scorecard
Geoff Chappell, Software Analyst
geoffchappell.com · Technology
Somewhat visible. AI bots can read Geoff Chappell, Software Analyst, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Apple Intelligence · Claude · Meta AI
#71,183 of 2,658,247 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Geoff Chappell, Software Analyst
from our crawl and measurement
Geoff Chappell, Software Analyst is a business whose own site puts it this way: "Geoff Chappell's technical resource for advanced Windows programmers and reverse engineers." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places and missing in others.
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 once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
7
Forum and community discussion.
Social Mentions
3
Social discussion and mentions.
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 6.6/10, Geoff Chappell, Software Analyst has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Geoff Chappell, Software Analyst
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/geoffchappell
Cite this score: Engagemii (2026). "AEO Score for Geoff Chappell, Software Analyst." Retrieved from https://engagemii.com/aeo/brands/geoffchappell
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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