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AI Visibility Scorecard
mattmiszewski.com · Nonprofits
Borderline visible. AI bots can crawl Rebuilding Broken Systems by Miszewski, 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
#501,351 of 687,711 in Nonprofits for AI visibility
4
/10
AEO Score
from our crawl and measurement
Rebuilding Broken Systems by Miszewski describes itself simply: "Discover Rebuilding Broken Systems by Miszewski, the ultimate guide by an expert in systemic change to empower communities." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
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.
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 4/10, Rebuilding Broken Systems by Miszewski is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Rebuilding Broken Systems by Miszewski
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Weekly ChatGPT & Claude citation tracking
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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mattmiszewski
Cite this score: Engagemii (2026). "AEO Score for Rebuilding Broken Systems by Miszewski." Retrieved from https://engagemii.com/aeo/brands/mattmiszewski
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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