Brandwave

Graph databases:Which brands are most popular in search?

In August 2026, Neo4j was the most searched among graph databases worldwide, with an estimated 90.5K branded searches and 84.7% estimated Share of Search within this set. These are worldwide searches for English-language branded terms.

Share of Search, August 2026
  1. Neo4j84.7%
  2. Memgraph5.1%
  3. ArangoDB4.1%
  4. Amazon Neptune3.4%
  5. TigerGraph2.7%

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Share of SearchLeaderboard

Compare the databases built for connected data. Branded searches tell you how often people look for a brand by name or related terms. Comparing these searches across competitors helps you see how popular each brand is over time.

Share of Search among graph databases worldwide, by month

Share of Search by month for Neo4j, Memgraph, ArangoDB, Amazon Neptune, TigerGraph. The figures are in the table below the chart.

View monthly share of search table
MonthNeo4jMemgraphArangoDBAmazon NeptuneTigerGraph
Oct 202582.5%4.1%6.1%4.1%3.3%
Nov 202581.9%4%7.4%4%2.7%
Dec 202582%4%7.3%4%2.6%
Jan 202680.1%4.8%7.2%4.8%3.2%
Feb 202681.9%4.9%6%4%3.3%
Mar 202685.2%4.2%5.1%2.8%2.8%
Apr 202683.8%5%5%3.4%2.7%
May 202684.6%4.2%5.1%3.4%2.8%
Jun 202685.9%4.2%4.2%3.4%2.3%
Jul 202683.3%5%5%4.1%2.7%
Aug 202684.7%5.1%4.1%3.4%2.7%
Sep 2026—————

This month’s ranking, August 2026

  1. 1.Neo4j

    84.7%

    Held 1st. 90.5K estimated branded searches, 0% vs prior month. Share +1.4 points.

  2. 2.Memgraph

    5.1%

    Moved from 3rd to 2nd. 5.4K estimated branded searches, 0% vs prior month. Share +0.1 points.

  3. 3.ArangoDB

    4.1%

    Moved from 2nd to 3rd. 4.4K estimated branded searches, -18.5% vs prior month. Share -0.9 points.

  4. 4.Amazon Neptune

    3.4%

    Held 4th. 3.6K estimated branded searches, -18.2% vs prior month. Share -0.7 points.

  5. 5.TigerGraph

    2.7%

    Held 5th. 2.9K estimated branded searches, 0% vs prior month. Share 0 points.

Compare search popularity between leading brands

Which brand is most popular in search among graph databases worldwide?

In August 2026, Neo4j was the most searched among graph databases worldwide, with an estimated 90.5K branded searches and 84.7% estimated Share of Search within this set. Memgraph is in 2nd place, 79.7 percentage points behind at 5.1% Share of Search.

Global graph databases, last 12 months ending September 2026
BrandShare of SearchPeakLowRank
Neo4j82.5% → 84.7%85.9%Jun 202680.1%Jan 20261st
Memgraph4.1% → 5.1%5.1%Aug 20264%Dec 20254th → 2nd
ArangoDB6.1% → 4.1%7.4%Nov 20254.1%Aug 20262nd → 3rd
Amazon Neptune4.1% → 3.4%4.8%Jan 20262.8%Mar 20263rd → 4th
TigerGraph3.3% → 2.7%3.3%Oct 20252.3%Jun 20265th

Each finding as a sentence

  • Across the 11 months ending August 2026, Neo4j’s estimated Share of Search among graph databases worldwide increased from 82.5% to 84.7%.
  • Across the 11 months ending August 2026, Memgraph’s estimated Share of Search among graph databases worldwide increased from 4.1% to 5.1%.
  • Across the 11 months ending August 2026, ArangoDB’s estimated Share of Search among graph databases worldwide decreased from 6.1% to 4.1%.
  • Across the 11 months ending August 2026, Amazon Neptune’s estimated Share of Search among graph databases worldwide decreased from 4.1% to 3.4%.
  • Across the 11 months ending August 2026, TigerGraph’s estimated Share of Search among graph databases worldwide decreased from 3.3% to 2.7%.
  • Across the 11 months ending August 2026, Neo4j’s estimated Share of Search among graph databases worldwide peaked at 85.9% in June 2026 and was lowest at 80.1% in January 2026.
  • Across the 11 months ending August 2026, Memgraph’s estimated Share of Search among graph databases worldwide peaked at 5.1% in August 2026 and was lowest at 4% in December 2025.
  • Across the 11 months ending August 2026, ArangoDB’s estimated Share of Search among graph databases worldwide peaked at 7.4% in November 2025 and was lowest at 4.1% in August 2026.
  • Across the 11 months ending August 2026, Amazon Neptune’s estimated Share of Search among graph databases worldwide peaked at 4.8% in January 2026 and was lowest at 2.8% in March 2026.
  • Across the 11 months ending August 2026, TigerGraph’s estimated Share of Search among graph databases worldwide peaked at 3.3% in October 2025 and was lowest at 2.3% in June 2026.
  • Across the 11 months ending August 2026, Memgraph rose from 4th to 2nd among graph databases worldwide.
  • Across the 11 months ending August 2026, ArangoDB fell from 2nd to 3rd among graph databases worldwide.
  • Across the 11 months ending August 2026, Amazon Neptune fell from 3rd to 4th among graph databases worldwide.

How did search popularity change for graph databases worldwide in August 2026?

  1. In August 2026, Neo4j gained estimated Share of Search among graph databases worldwide, from 83.3% to 84.7%.

  2. In August 2026, ArangoDB lost estimated Share of Search among graph databases worldwide, from 5% to 4.1%.

  3. In August 2026, Amazon Neptune lost estimated Share of Search among graph databases worldwide, from 4.1% to 3.4%.

  4. Memgraph’s estimated Share of Search among graph databases worldwide has gained ground for 3 months in a row, from 4.2% to 5.1% in August 2026.

  5. Estimated monthly branded searches for TigerGraph worldwide fell 34.1% over 11 measured months, from 4.4K to 2.9K in August 2026.

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