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AI Visibility Scorecard
book.stevejobsarchive.com · Media & Entertainment
Somewhat visible. AI bots can read Make Something Wonderful, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT · Claude
#19,361 of 1,862,081 in Media & Entertainment for AI visibility
6.8
/10
AEO Score
from our crawl and measurement
"Read Steve Jobs in his own words in this free online book featuring speeches, quotes, emails, and photographs from the Steve Jobs Archive." That is how Make Something Wonderful introduces itself. Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, visible credibility markers and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is structured data describing the business.
Off the page, other sites link to it, AI engines recognise it as a distinct business and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, it does not come up on Reddit.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
1
Press and news coverage.
Community
8
Forum and community discussion.
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 6.8/10, Make Something Wonderful has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Make Something Wonderful
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/book-stevejobsarchive
Cite this score: Engagemii (2026). "AEO Score for Make Something Wonderful." Retrieved from https://engagemii.com/aeo/brands/book-stevejobsarchive
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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