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What AI says about Amazon Neptune

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Data as of Oct 12, 2026Based on 52,551 AI responsesReviewed by Dimitry Apollonsky

How we measure

aws.amazon.com

AI summary

Amazon Neptune is a fully managed graph database service from AWS for building and running applications that work with highly connected data.

AWS18%

Products

Lambda2%
Amazon CloudWatch1%
Amazon NeptuneThis page<1%

Amazon Neptune in AI’s own words

Question: I need a knowledge graph that can be queried by a Large Language Model.

ChatGPT SearchSep 26, 2026

Amazon Neptune — managed graph database supporting RDF/SPARQL and property graphs.

Ask ChatGPT yourself (opens in a new tab)

How often AI mentions Amazon Neptune

AI Knowledge Graph Platforms

Aug 18SepOctOct 6

Mentions by AI engine

Since Jul 5

ChatGPT Search<1%
Google AI Mode

Insights for Amazon Neptune

Weeks of Aug 31 – Sep 27, 2026

Gaining: Now ranks #6 in AI Knowledge Graph Platforms, up from #7
Gaining: AI answers in AI Knowledge Graph Platforms name Amazon Neptune more often: mention rate grew from 40.6% to 46.7%
Gaining: Now leads Memgraph in AI Knowledge Graph Platforms, #7 to #8

View 3 more insights in 1 market since Aug 2

See where AI recommends Amazon Neptune

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See where AI recommends Amazon Neptune

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Mentioned in

<1%

of AI answers about Amazon Neptune and its rivals. Since Jul 5

The market map

AI Knowledge Graph Platforms

Mentioned in

1Neo4jMentioned in 53%Avg. position 66.8
2LangChainMentioned in 45%Avg. position 5.5
4LlamaIndexMentioned in 35%Avg. position 17.9
6MemgraphMentioned in 30%Avg. position 6.5
7Amazon NeptuneMentioned in 29%Avg. position 5.6
8Microsoft GraphRAGMentioned in 24%Avg. position 70.8
9MicrosoftMentioned in 22%Avg. position 4.6
10FalkorDBMentioned in 14%Avg. position 6.1
11OpenAIMentioned in 13%Avg. position 7.3
14DiffbotMentioned in 11%Avg. position 6.1
15StardogMentioned in 8%Avg. position 5.5
15spaCyMentioned in 8%Avg. position 6.6
17LightRAGMentioned in 6%Avg. position 7.4
17ArangoDBMentioned in 6%Avg. position 6.3

Where Amazon Neptune ranks in AI

AI Knowledge Graph Platforms#7

AI Document Processing and OCR Tools#148

Question: I need a knowledge graph that can be queried by a Large Language Model.

Google AI ModeSep 18, 2026

Amazon Neptune: A fully managed graph database service on AWS that supports both Property Graph (PG) and W3C RDF

Ask Google AI Mode yourself (opens in a new tab)

Question: We need a living knowledge graph of how support refunds, sales discounts, and engineering incidents are handled. What products solve this?

ChatGPT SearchSep 25, 2026

Amazon Neptune — managed graph database supporting RDF and property graph approaches.

Ask ChatGPT yourself (opens in a new tab)

<1%

Named first0%
2nd or 3rd49%
Later51%

How AI describes Amazon Neptune

42% of analyzed statements about Amazon Neptune are positive.

Common descriptions

fully managed · managed graph database · aws-native · best · ideal

Compare Amazon Neptune

Amazon Neptune vs Neo4j

Sources AI cites

aws.amazon.com 33%Other sites 67%

Topics where AI mentions Amazon Neptune

TopicMentioned inRank

Free tier pricing limitsAI Knowledge Graph Platforms67%#2
LLM knowledge graph databasesAI Knowledge Graph Platforms42%#5
Graph database visualization tool for generative AI explorationAI Knowledge Graph Platforms23%#7
Cloud-native embedding accessDeveloper Backend & Vector Search Services6%#19
Complex data relationship analysisBusiness Intelligence & Analytics Software9%#26

Mentioned in
What's the best tool to build a knowledge graph that grounds an enterprise agent?78%
Excerpts where Amazon Neptune appeared in the AI's answer
ChatGPT Search ChatGPT Search
Amazon Neptune / Stardog / GraphDB — worth considering for specific enterprise architectures
Google AI Mode Google AI Mode
Amazon Neptune: The best choice if your enterprise is deeply embedded in AWS.
I need a knowledge graph that can be queried by a Large Language Model.63%
Excerpts where Amazon Neptune appeared in the AI's answer
ChatGPT Search ChatGPT Search
Amazon Neptune — managed graph database supporting RDF/SPARQL and property graphs.
Google AI Mode Google AI Mode
Amazon Neptune: A fully managed graph database service on AWS that supports both Property Graph (PG) and W3C RDF
I want to build a knowledge graph from unstructured text and query it with an LLM. What's the best graph database and LLM integration?70%
Excerpts where Amazon Neptune appeared in the AI's answer
Google AI Mode Google AI Mode
Amazon Neptune : The optimal managed graph database path if your entire infrastructure resides within the AWS ecosystem
Google AI Mode Google AI Mode
Amazon Neptune: Best if you are locked entirely into the AWS ecosystem.
What is the best vector, graph, or hybrid retrieval stack for enterprise agents that need accuracy?23%
I need a graph database visualization tool that works with generative AI exploration.23%
We need a living knowledge graph of how support refunds, sales discounts, and engineering incidents are handled. What products solve this?17%
Excerpts where Amazon Neptune appeared in the AI's answer
ChatGPT Search ChatGPT Search
Amazon Neptune — managed graph database supporting RDF and property graph approaches.