Elicit vs MongoDB

Side-by-side comparison of AI visibility scores, market position, and capabilities

MongoDB leads in AI visibility (90 vs 55)
Elicit logo

Elicit

ChallengerResearch & Analytics

AI Research & Scientific Discovery

AI research assistant searching 138M+ academic papers with sentence-level citations. 2M+ researchers. Raised $33M. Founded 2023 (spun from Ought nonprofit). Private.

AI VisibilityBeta
Overall Score
C55
Category Rank
#60 of 161
AI Consensus
83%
Trend
stable
Per Platform
ChatGPT
58
Perplexity
52
Gemini
55

About

Elicit is an AI research assistant spun out in 2023 from Ought (a nonprofit founded in 2017) by CEO Andreas Stuhlmuller. Headquartered in Oakland, California. It has raised $33M total including a $22M Series A (February 2025). Investors include Fifty Years, Basis Set, and angels like Tom Preston-Werner (GitHub) and Jeff Dean (Google).

Full profile
MongoDB logo

MongoDB

LeaderData & Analytics

Vector Databases

Document database leader with $1.7B revenue; Atlas Vector Search positions MongoDB as the core AI application data layer for RAG and semantic search; flexible BSON document model serves 47,000+ customers on AWS, Azure, and Google Cloud.

AI VisibilityBeta
Overall Score
A90
Category Rank
#3 of 161
AI Consensus
84%
Trend
stable
Per Platform
ChatGPT
95
Perplexity
92
Gemini
88

About

MongoDB is a leading document-oriented NoSQL database company providing a flexible, developer-friendly data platform for modern applications that require horizontal scalability, flexible schemas, and rich query capabilities. Founded in 2007 by former DoubleClick engineers and headquartered in New York City, MongoDB pioneered the document database model using JSON-like documents (BSON) rather than relational tables, enabling developers to store data in structures that naturally match application objects without complex ORM mappings. The company is listed on NASDAQ and generates approximately $1.7 billion in annual revenue.

Full profile

AI Visibility Head-to-Head

55
Overall Score
90
#60
Category Rank
#3
83
AI Consensus
84
stable
Trend
stable
58
ChatGPT
95
52
Perplexity
92
55
Gemini
88
59
Claude
93
56
Grok
91

Key Details

Category
AI Research & Scientific Discovery
Vector Databases
Tier
Challenger
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Elicit
AI Research & Scientific Discovery
Only MongoDB
Vector Databases

Integrations

Only MongoDB
MongoDB is classified as company.

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