AI Visibility Scorecard
Byron TD Smith
btdsmith.com · E-commerce
At 2.44/10, Byron TD Smith is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 5 times
Claude · Meta AI
Top 50% in E-commerce for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
E-commerce average 18
Top 35% of E-commerce
See what's behind this score →2.44
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
E-commerce average 27
See what's behind this score →0
About Byron TD Smith
from our crawl and measurement
Byron TD Smith is a business whose own site puts it this way: "A fifty-year old mystery could save him, or finish him off." When AI engines look at it, they find little to work with. It scores 2.44 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 5 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
- Company ·
- Byron TD Smith
- Website ·
- btdsmith.com
- Industry ·
- E-commerce
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.44/10, Byron TD Smith is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Who is Byron TD Smith?
Byron TD Smith lives on Vancouver Island. He writes mysteries when he isn’t accounting, motorcycling, or rambling in the coastal forest. He loves the smell of old books and coffee, and the sound of new wave music from 1987. The location of his secret underwater base remains undiscovered to this day.Windfall: A Henry Lysyk Mystery is his debut novel.
Who is Henry Lysyk?
There are willing heroes, and there are unwilling heroes. And then there’s Henry Lysyk, who just can’t help himself. His internal barometer of fairness compels him to stick his neck out, and he pays for it personally and professionally.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/btdsmith
Cite this score: Engagemii (2026). "AEO Score for Byron TD Smith." Retrieved from https://engagemii.com/aeo/brands/btdsmith
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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