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AI Visibility Scorecard
grantgraham.com · E-commerce
Somewhat visible. AI bots can read Grant Graham Honda Sudbury, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#161,670 of 639,051 in E-commerce for AI visibility
5.2
/10
AEO Score
from our crawl and measurement
Grant Graham Honda Sudbury, based in Greater Sudbury, ON, describes itself simply: "You can book an appointment here.Book AppointmentThe Grant Graham AdvantageBorn and raised in Northern Ontario, I know exactly what our roads (and winters) demand.Local...." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (LocalBusiness, WebSite, ProfilePage), an llms.txt file for AI models, a sitemap.
AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
10
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
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.2/10, Grant Graham Honda Sudbury has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Grant Graham Honda Sudbury
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/grantgraham
Cite this score: Engagemii (2026). "AEO Score for Grant Graham Honda Sudbury." Retrieved from https://engagemii.com/aeo/brands/grantgraham
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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