AI Visibility Scorecard
MongoDB
mongodb.com · Technology
Well-positioned for AI search. Its weakest signals, Backlinks and Reddit, are where MongoDB still has room to grow.
AI engines read this profile 17 times
ChatGPT · Claude · Amazon Alexa · Meta AI
Top 1% in Technology for AI visibility
100
AI Naming Predictability
iAI names companies like this often · 100/100
Technology average 28
Top 1% of Technology
See what's behind this score →8.28
5.8
Network Authority
iConnected · 5.8/10
8 relationships on record. The bigger your network, the more likely AI picks you.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Technology average 17
See what's behind this score →12
Relationship details
See the customers, suppliers and partners named in annual reports →
About MongoDB
from our crawl and measurement
"Get your ideas to market faster with a flexible, AI-ready database. MongoDB makes working with data easy." That is how MongoDB introduces itself. To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 8.28 out of 10.
Our crawl found structured data on the page (Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 17 times in our tracking, including ClaudeBot (Anthropic), AmazonBot (Alexa AI) and GPTBot (ChatGPT).
- Company ·
- MongoDB
- Website ·
- mongodb.com
- Industry ·
- Technology
- Location ·
- New York, NY
- 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
Good
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
Fair
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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Strong
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 8.28/10, MongoDB is well placed; the signals above show what is left to gain.
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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for MongoDB.
Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mongodb
Cite this score: Engagemii (2026). "AEO Score for MongoDB." Retrieved from https://engagemii.com/aeo/brands/mongodb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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