AI Visibility Scorecard
Mercury
runmercury.com · Technology
Somewhat visible. AI bots can read Mercury, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 9 times
Claude · Meta AI · ShapBot · Perplexity
#196,513 of 2,704,461 in Technology for AI visibility
82
AI Naming Predictability
iNamed sometimes · 82/100
Technology average 28
Top 3% of Technology
See what's behind this score →5
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Network Authority
iNot connected yet
Technology average 0.0
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 Mercury
from our crawl and measurement
Mercury is a business whose own site puts it this way: "Turn your Python Notebook into a web app with the open-source Mercury framework. Share your results with non-technical users in a few simple steps." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places, missing in others.
Our crawl found an llms.txt file for AI models, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, a sitemap.
AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.
- Company ·
- Mercury
- Website ·
- runmercury.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 9, 2026
The 6 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
Fair
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
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 5.2/10, Mercury has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How Mercury can be used?
Section titled “How Mercury can be used?” Research & Science Turn your analysis into a simple, interactive application that your team or lab can use — no coding required. Data Science & Analysis Share dashboards with business users. Let them adjust parameters, run scenarios, and download results easily through a friendly web UI.
Is this your brand?
The exact fixes for Mercury
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Mercury.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/runmercury
Cite this score: Engagemii (2026). "AEO Score for Mercury." Retrieved from https://engagemii.com/aeo/brands/runmercury
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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