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AI Visibility Scorecard
Samantha Farrell
samanthafarrell.com · Media & Entertainment
At 3/10, Samantha Farrell 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,658,423 of 1,892,788 in Media & Entertainment for AI visibility
3
/10
AEO Score
About Samantha Farrell
from our crawl and measurement
Samantha Farrell is a business whose own site puts it this way: "Official website for Samantha Farrell, Boston-based musician and artist. New song, At the Edge of the World out December 2020." As far as answer engines are concerned it may as well not exist yet: 2.8 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness) and a sitemap. It is missing an llms.txt file and 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
2
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
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
1
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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.
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 3/10, Samantha Farrell is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Samantha Farrell
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/samanthafarrell
Cite this score: Engagemii (2026). "AEO Score for Samantha Farrell." Retrieved from https://engagemii.com/aeo/brands/samanthafarrell
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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