AI Visibility Scorecard
Southwest Science
southwestscience.com · Technology
At 2.9/10, Southwest Science is close to invisible in AI search today. Most assistants will not name it when asked about your category. That is fixable, and the signals below show where to start.
AI engines read this profile 5 times
Claude · Apple Intelligence · Meta AI · Parallel
#1,110,001 of 2,704,045 in Technology for AI visibility
62
AI Naming Predictability
iRarely named · 62/100
Technology average 28
Top 9% of Technology
See what's behind this score →2.9
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
About Southwest Science
from our crawl and measurement
Southwest Science, based in Roebling, NJ, describes itself simply: "Economy Low Speed Swing Bucket Centrifuge Centrifuge Discount Bundles Our low price centrifuge can be paired with 5 rotors or take advantage of equally low priced bundles." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 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.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
- Company ·
- Southwest Science
- Website ·
- southwestscience.com
- Industry ·
- Technology
- Location ·
- Roebling, NJ
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 4, 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
Fair
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
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Strong
Recognized in AI knowledge graphs.
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 2.9/10, Southwest Science is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Southwest Science
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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 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/southwestscience
Cite this score: Engagemii (2026). "AEO Score for Southwest Science." Retrieved from https://engagemii.com/aeo/brands/southwestscience
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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