AI Visibility Scorecard
theimaginationmachine.org · Media & Entertainment
Somewhat visible. AI bots can read The Imagination Machine, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 11 times
Claude · Meta AI · ShapBot · Perplexity
#102,078 of 1,966,693 in Media & Entertainment for AI visibility
?
AI Naming Predictability
iNot yet computed
6
AEO Visibility
iVisible · 6.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
The Imagination Machine is a business whose own site puts it this way: "In their new book, Martin Reeves and Jack Fuller explore how to systematically harness imagination to generate new ideas and transform your business." Its AI visibility score is 6.1 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, visible credibility markers and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and basic crawler access. What holds it back is structured data describing the business.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.1/10, The Imagination Machine has a working base to build on - fixable, and the signals above are where to start.
Should you have any questions about the book or the authors, please don’t hesitate to reach out.?
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/theimaginationmachine-org
Cite this score: Engagemii (2026). "AEO Score for The Imagination Machine." Retrieved from https://engagemii.com/aeo/brands/theimaginationmachine-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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