AI Visibility Scorecard
toddborg.com · Media & Entertainment
Borderline visible. AI bots can crawl Todd Borg, author of the Owen McKenna Mystery Thrillers, 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.
AI engines read this profile 5 times
Claude · Meta AI · Apple Intelligence
#944,376 of 1,966,716 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Todd Borg, author of the Owen McKenna Mystery Thrillers is a business whose own site puts it this way: "Here's the link: Word After Word Books You can also call them at 530-536-5099 Their address is: Word After Word Books 10052 Donner Pass Road Truckee, CA 06161 Coming August, 2026 Owen." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
On the page it is passable on a partly stated business identity, a few credibility markers and basic crawler access. What holds it back is a heading structure that lays out what it offers, sitemaps and entity links AI can follow and 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). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 4.6/10, Todd Borg, author of the Owen McKenna Mystery Thrillers is crawlable but under-signaled - fixable, and the signals above are where to start.
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/toddborg
Cite this score: Engagemii (2026). "AEO Score for Todd Borg, author of the Owen McKenna Mystery Thrillers." Retrieved from https://engagemii.com/aeo/brands/toddborg
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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