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AI Visibility Scorecard
Idea Machines
ideamachines.libsyn.com · Nonprofits
Well-positioned for AI search. The breakdown below shows where Idea Machines is still leaving points on the table.
AI engines read this profile 3 times
Claude · ChatGPT
#313 of 361,617 in Nonprofits for AI visibility
7.2
/10
AEO Score
About Idea Machines
from ideamachines.libsyn.com
Idea Machines is a deep dive into the systems and people that bring innovations from glimmers in someone's eye all the way to tools, processes, and ideas that can shift paradigms. We see the outputs of innovation systems everywhere but rarely dig into how they work. Idea Machines digs below the surface into crucial but often unspoken questions to explore themes of how we enable innovations today and how we could do it better tomorrow. Idea Machines is hosted by Benjamin Reinhardt.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 Trust
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
8
Press and news coverage.
Community
7
Forum and community discussion.
9
Reddit mentions and discussion.
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 7.2/10, Idea Machines has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Idea Machines
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Most Motivated Donors Are Leaving Without Giving
Here's the moment that happens on nonprofit websites every single day.
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Source & Attribution
Scored by Engagemii on May 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ideamachines-libsyn
Cite this score: Engagemii (2026). "AEO Score for Idea Machines." Retrieved from https://engagemii.com/aeo/brands/ideamachines-libsyn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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