AI Visibility Scorecard
Seen/Saw Podcast by Logan Sorese
seen-saw.com · Media & Entertainment
At 2.19/10, Seen/Saw Podcast by Logan Sorese is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Apple Intelligence
Top 25% in Media & Entertainment for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Media & Entertainment average 17
See what's behind this score →2.19
AEO Visibility
iNear-invisible · 2.19/10
Media & Entertainment average 1.4
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Media & Entertainment average 15
See what's behind this score →0
About Seen/Saw Podcast by Logan Sorese
from our crawl and measurement
Seen/Saw Podcast by Logan Sorese describes itself simply: "A weekly song challenge podcast with Logan Sorese & Friends." When AI engines look at it, they find little to work with. It scores 2.19 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
- Company ·
- Seen/Saw Podcast by Logan Sorese
- Website ·
- seen-saw.com
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 2.19/10, Seen/Saw Podcast by Logan Sorese is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Who Loves You?
Week #6 | Feb 7, 2018 – folkHello! This is old shit turned new shit; there’s a bad version of this from 6 years ago on an old, abandoned soundcloud that was about something completely different, I changed words and structure and here we are. This song goes out to my parents who raised me when I was younger and still raise me now. Thanks for everyone’s support, hope you enjoy! Download MP3
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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/seen-saw
Cite this score: Engagemii (2026). "AEO Score for Seen/Saw Podcast by Logan Sorese." Retrieved from https://engagemii.com/aeo/brands/seen-saw
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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