AI Visibility Scorecard
Big Science Inc
bigscience.io · Pet Care
At 2.1/10, Big Science Inc is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, AI Discoverability and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude · Amazon Alexa · Apple Intelligence
19
AI Naming Predictability
iRarely named · 19/100
Pet Care average 14
Top 29% of Pet Care
See what's behind this score →2.1
-
Network Authority
iNot connected yet
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
See what's behind this score →20
0
About Big Science Inc
from our crawl and measurement
Big Science Inc describes itself simply: "Shop beakers, flasks, bottles, graduated cylinders, and laboratory equipment. Over 3,000 items for clinical, research, veterinary, and academic use. Ships to US and Canada." When AI engines look at it, they find little to work with. It scores 2.1 out of 10.
Our crawl found structured data on the page (Organization). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have read this profile 3 times in our tracking, including ClaudeBot (Anthropic), AmazonBot (Alexa AI) and Applebot (Siri).
- Company ·
- Big Science Inc
- Website ·
- bigscience.io
- Industry ·
- Pet Care
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 7, 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
Good
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
Weak
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 2.1/10, Big Science Inc is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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The exact fixes for Big Science Inc
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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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bigscience-io
Cite this score: Engagemii (2026). "AEO Score for Big Science Inc." Retrieved from https://engagemii.com/aeo/brands/bigscience-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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