AI Visibility Scorecard
charest.net · Media & Entertainment
At 3/10, Charest Family on the Web is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 12 times
ChatGPT · Claude · Meta AI · Apple Intelligence
#242,199 of 1,966,688 in Media & Entertainment for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 77% of Media & Entertainment companies
3
AEO Visibility
iNear-invisible · 3/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"This website is the project of Ronald Charest and features his writing and photography. This site also hosts the works of family members Jeffrey Charest and Armand Charest." That is how Charest Family on the Web introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a few credibility markers.
Away from its own site, 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. Those are earned elsewhere on the web, not fixed on the site itself.
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
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 3/10, Charest Family on the Web is crawlable but under-signaled - fixable, and the signals above are where to start.
Sympathy for the Farmers?
Our American Farmers Estimated reading time: 5 minutes I recently answered another Quora question that has received pretty strong positive response. This question related to farmers who are now facing foreclosures and loss of their farms due to Trumpian policies. The kicker, of course, is that Trump swept most rural communities in his 2024 election victory.
Is this your brand?
The exact fixes for Charest Family on the Web
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/charest-net
Cite this score: Engagemii (2026). "AEO Score for Charest Family on the Web." Retrieved from https://engagemii.com/aeo/brands/charest-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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