AI Visibility Scorecard
David R. MacIver's Blog
drmaciver.com · Media & Entertainment
Somewhat visible. AI bots can read David R. MacIver's Blog, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 11 times
Meta AI · Claude · Apple Intelligence
#101,752 of 1,966,247 in Media & Entertainment for AI visibility
6
AEO Visibility
iVisible · 6.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
12
AI Adoption
iBasic · 12/100
About David R. MacIver's Blog
from our crawl and measurement
David R. MacIver's Blog is one of the businesses we track in the Media & Entertainment space. Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
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) and Meta AI.
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
Weak
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Strong
Forum and community discussion.
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 6.1/10, David R. MacIver's Blog has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How to be less box-shaped?
7 February 2026 This post was originally published at https://drmaciver.substack.com/p/how-to-be-less-box-shaped. Hi all, Been a while.
How to find things (an intro to binary search)?
21 October 2025 This post was originally published at https://drmaciver.substack.com/p/how-to-find-things-an-intro-to-binary. As probably most of you are aware, I’m actually a software developer.
Is this your brand?
The exact fixes for David R. MacIver's Blog
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drmaciver
Cite this score: Engagemii (2026). "AEO Score for David R. MacIver's Blog." Retrieved from https://engagemii.com/aeo/brands/drmaciver
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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