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AI Visibility Scorecard
TM Goodkey Author
tmgoodkey.com · E-commerce
Borderline visible. AI bots can crawl TM Goodkey Author, 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
#436,082 of 539,028 in E-commerce for AI visibility
3.3
/10
AEO Score
About TM Goodkey Author
from our crawl and measurement
TM Goodkey Author is a business whose own site puts it this way: "Explore TM Goodkey's books, shop, and updates. Stay informed about new releases and events by subscribing to the newsletter." When AI engines look at it, they find little to work with. It scores 3.3 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness), a sitemap. It also found the gaps that keep answer engines guessing: an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 3.3/10, TM Goodkey Author is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for TM Goodkey Author
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tmgoodkey
Cite this score: Engagemii (2026). "AEO Score for TM Goodkey Author." Retrieved from https://engagemii.com/aeo/brands/tmgoodkey
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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