AI Visibility Scorecard
thinkaboutchange.com · Other
At 1.6/10, Think About Change is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Content Structure and E-E-A-T Signals. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude · ChatGPT
7
AI Naming Predictability
iRarely named · 7/100
Average 15
Top 82% of Other
See what's behind this score →1.6
-
Network Authority
iNot connected yet
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
See what's behind this score →5
0
from our crawl and measurement
"Why things change and why it matters. Click to read Think About Change, by Jochen Witte, a Substack publication. Launched 2 years ago." That is how Think About Change introduces itself. When AI engines look at it, they find little to work with. It scores 1.6 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
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
Weak
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.6/10, Think About Change is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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The exact fixes for Think About Change
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thinkaboutchange
Cite this score: Engagemii (2026). "AEO Score for Think About Change." Retrieved from https://engagemii.com/aeo/brands/thinkaboutchange
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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