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Geneo
AI Visibility Report
03/27/2026
Live Analysis:
ChatGPT_

AI Visibility Report for
opensourcegraphdatabasesolutions

Are you in the answers when your customers ask AI?

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Brand Performance Across AI Platforms
All 11 brands referenced across AI platforms for this prompt
Neo4j
16
3
Sentiment:
Score:95
Memgraph
12
2
Sentiment:
Score:85
JanusGraph
10
1
Sentiment:
Score:78
4NebulaGraph
7
1
Sentiment:
Score:72
5ArangoDB
8
0
Sentiment:
Score:72
Referenced Domains Analysis
All 16 domains referenced across AI platforms for this prompt
ChatGPT
Perplexity
Google AIO
#1neo4j.com faviconneo4j.com
ChatGPT:
1
Perplexity:
0
Google AIO:
2
3
#2github.com favicongithub.com
ChatGPT:
1
Perplexity:
0
Google AIO:
2
3
#3puppygraph.com faviconpuppygraph.com
ChatGPT:
0
Perplexity:
1
Google AIO:
2
3
#4youtube.com faviconyoutube.com
ChatGPT:
0
Perplexity:
0
Google AIO:
2
2
#5memgraph.com faviconmemgraph.com
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2

AI Search Engine Responses

Compare how different AI search engines respond to this query

ChatGPT

2040 Characters

BRAND (11)

Memgraph
NebulaGraph
Neo4j
ArangoDB
JanusGraph
Dgraph
OrientDB
ONgDB
RedisGraph
Apache AGE
ArcadeDB

SUMMARY

ChatGPT provides an educational overview focusing on Neo4j as the leading solution, highlighting its Cypher query language and AuraDB cloud service. It also mentions JanusGraph as a distributed option with support for various storage backends like Apache Cassandra and HBase, emphasizing integration with big data platforms.

Perplexity

3349 Characters

BRAND (11)

Memgraph
NebulaGraph
Neo4j
ArangoDB
JanusGraph
Dgraph
OrientDB
ONgDB
RedisGraph
Apache AGE
ArcadeDB

SUMMARY

Perplexity delivers a comprehensive analysis with a structured table format, covering eight major open-source graph databases including Neo4j, ArangoDB, JanusGraph, Dgraph, Memgraph, OrientDB, NebulaGraph, and RedisGraph. It emphasizes licensing details, key features, query languages, and specific use cases for each solution.

Google AIO

1921 Characters

BRAND (11)

Memgraph
NebulaGraph
Neo4j
ArangoDB
JanusGraph
Dgraph
OrientDB
ONgDB
RedisGraph
Apache AGE
ArcadeDB

SUMMARY

Google AIO takes a comparative approach, categorizing solutions by their strengths: Neo4j Community Edition for popularity, Memgraph for real-time analytics, JanusGraph for scalability, and multi-model options like ArangoDB and ArcadeDB. It highlights technical specifications like ACID compliance and specialized performance applications.

Strategic Insights & Recommendations

Dominant Brand

Neo4j emerges as the most consistently recommended solution across all platforms, with the highest mention count and positioning as the leading or most popular graph database.

Platform Gap

ChatGPT focuses on fewer solutions with deeper explanations, while Perplexity provides broader coverage with structured comparisons, and Google AIO emphasizes categorization by use cases and performance characteristics.

Link Opportunity

Google AIO provides the most external links (12) compared to ChatGPT (5) and Perplexity (8), suggesting stronger opportunities for reference-based content and authority building.

Key Takeaways for This Prompt

Neo4j dominates recommendations across all platforms as the leading open-source graph database solution.

Memgraph and JanusGraph are consistently mentioned as strong alternatives for specific use cases like real-time processing and distributed architectures.

Platform responses vary significantly in depth and breadth, with Perplexity offering the most comprehensive coverage of available options.

Technical specifications like query languages, licensing, and performance characteristics are key differentiators highlighted across platforms.

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