The most AI-recommended Developer tools for database management
Based on 8 buyer questions put to Perplexity, ChatGPT (web) across 1 independent audit. These are the vendors the engines named unprompted.
Last updated
Share of voice
How often each vendor was named, as a share of every recommendation slot in the category.
1
MySQL5.8%
named 4× · avg rank 3 · seen in 1 audit
2
PostgreSQL4.3%
named 3× · avg rank 1 · seen in 1 audit
3
Supabase4.3%
named 3× · avg rank 4 · seen in 1 audit
4
SolarWinds2.9%
named 2× · avg rank 1.5 · seen in 1 audit
5
Oracle2.9%
named 2× · avg rank 2 · seen in 1 audit
6
New Relic2.9%
named 2× · avg rank 3.5 · seen in 1 audit
7
Neon2.9%
named 2× · avg rank 5 · seen in 1 audit
8
EXPLAIN1.4%
named 1× · avg rank 1 · seen in 1 audit
9
Percona1.4%
named 1× · avg rank 1 · seen in 1 audit
10
Airtable1.4%
named 1× · avg rank 1 · seen in 1 audit
11
Prisma Postgres1.4%
named 1× · avg rank 1 · seen in 1 audit
12
Microsoft SQL Server1.4%
named 1× · avg rank 1 · seen in 1 audit
13
gh-ost1.4%
named 1× · avg rank 1 · seen in 1 audit
14
Aurora1.4%
named 1× · avg rank 1 · seen in 1 audit
15
ClickHouse1.4%
named 1× · avg rank 1 · seen in 1 audit
16
SQL Server Query Store1.4%
named 1× · avg rank 2 · seen in 1 audit
17
Amazon DynamoDB1.4%
named 1× · avg rank 2 · seen in 1 audit
18
Amazon DocumentDB1.4%
named 1× · avg rank 2 · seen in 1 audit
19
DB Pro1.4%
named 1× · avg rank 2 · seen in 1 audit
20
Idera1.4%
named 1× · avg rank 2 · seen in 1 audit
21
Couchbase1.4%
named 1× · avg rank 3 · seen in 1 audit
22
Azure Cosmos DB1.4%
named 1× · avg rank 3 · seen in 1 audit
23
PostGIS1.4%
named 1× · avg rank 3 · seen in 1 audit
24
Notion1.4%
named 1× · avg rank 3 · seen in 1 audit
25
Teenybase1.4%
named 1× · avg rank 3 · seen in 1 audit
The sources AI cites in this category
When the engines answered these questions, these are the domains they actually quoted. Being present and well-positioned on these pages is what decides who gets recommended.
1percona.com1× cited
2solarwinds.com1× cited
3oracle.com1× cited
4sentryone.com1× cited
5red-gate.com1× cited
6devart.com1× cited
7chat2db.ai1× cited
8upcloud.com1× cited
9patotski.com1× cited
10panelica.com1× cited
11refact.co1× cited
12prisma.io1× cited
13supabase.io1× cited
14github.com1× cited
15pocketbase.io1× cited
16mvp-db.com1× cited
17based.pavi2410.com1× cited
18itqlick.com1× cited
19agentdeals.dev1× cited
20schemasmith.com1× cited
Questions we asked
A sample of the real purchase-intent questions behind these numbers.
What are the best tools for optimizing database performance?
What are some alternatives to MongoDB for database management?
Is PostgreSQL better than MySQL for large-scale applications?
What’s the best database management tool for small development teams?
How much do database management solutions usually cost?
How can I reduce downtime during database migrations?
What are the top features to look for in a database optimization tool?
Can you recommend a good alternative to AWS RDS?
Where do you rank here?
Run a free audit on your own domain and see, question by question, whether the engines name you or hand the deal to someone on this list.
Aggregated from independent Premonition audits, de-duplicated to one observation per company. AI answers vary between runs, so treat this as directional market signal rather than a fixed ranking. Methodology.