AI Visibility Scorecard
Science Friday
sciencefriday.com · Media & Entertainment
Somewhat visible. AI bots can read Science Friday, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 14 times
Claude · Amazon Alexa · ChatGPT · Apple Intelligence
#4,613 of 1,966,218 in Media & Entertainment for AI visibility
100
AI Naming Predictability
iAI names companies like this often · 100/100
Media & Entertainment average 17
Top 1% of Media & Entertainment
See what's behind this score →6.4
-
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 →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Media & Entertainment average 15
See what's behind this score →8
About Science Friday
from our crawl and measurement
Science Friday is a th Floor New York, NY business whose own site puts it this way: "Science Friday is the source for entertaining and educational stories about science, technology, and other cool stuff." Its AI visibility score is 6.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 8 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and AmazonBot (Alexa AI).
- Company ·
- Science Friday
- Website ·
- sciencefriday.com
- Industry ·
- Media & Entertainment
- Location ·
- Th, NY
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 on-page signals AI reads
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
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
Fair
Established authority for your domain.
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.
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 6.4/10, Science Friday has a working base to build on - fixable, and the signals above are where to start.
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Is this your brand?
The exact fixes for Science Friday
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sciencefriday
Cite this score: Engagemii (2026). "AEO Score for Science Friday." Retrieved from https://engagemii.com/aeo/brands/sciencefriday
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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