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AI Visibility Scorecard
Diary of a Mad Gadfly
madgadfly.com · Nonprofits
Borderline visible. AI bots can crawl Diary of a Mad Gadfly, 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 4 times
Meta AI · Claude · Apple Intelligence
#634,185 of 780,255 in Nonprofits for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Diary of a Mad Gadfly
from our crawl and measurement
Diary of a Mad Gadfly is a business whose own site puts it this way: "About The Gadfly From Our Blog Cat Links Editor Choice, Featured Sadopopulism and the Fascist MAGA Ethos Posted on August 22, 2025August 22, 2025 madgadfly Trump’s policy is to inflict." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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, Diary of a Mad Gadfly is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Diary of a Mad Gadfly
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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 August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/madgadfly
Cite this score: Engagemii (2026). "AEO Score for Diary of a Mad Gadfly." Retrieved from https://engagemii.com/aeo/brands/madgadfly
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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