What AI assistants recommend when buyers ask about database-as-a-service platforms — measured weekly across engines, published as open data.
Sample: 42 AI answers · Window: May 21, 2026 – Jun 18, 2026 (4-week rolling)
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | AWS SNS aws.amazon.com | 35.7% avg pos 4.9 | — | CHATGPT 35.7%CLAUDE 71.4%PERPLEXITY 35.7% | Claim |
| 2 | Apigee cloud.google.com | 28.6% avg pos 5.6 | — | CHATGPT 35.7%CLAUDE 57.1%PERPLEXITY 21.4% | Claim |
| 3 | PlanetScale planetscale.com | 28.6% avg pos 13.2 | — | CHATGPT 21.4%CLAUDE 71.4%PERPLEXITY 28.6% | Claim |
| 4 | Supabase supabase.com | 26.2% avg pos 6 | — | CHATGPT 14.3%CLAUDE 71.4%PERPLEXITY 28.6% | Claim |
| 5 | Microsoft Azure API Management azure.microsoft.com | 26.2% avg pos 7.5 | — | CHATGPT 35.7%CLAUDE 42.9%PERPLEXITY 21.4% | Claim |
| 6 | Neon neon.tech | 21.4% avg pos 4 | — | CLAUDE 71.4%PERPLEXITY 28.6% | Claim |
| 7 | DigitalOcean digitalocean.com | 16.7% avg pos 9 | — | CHATGPT 14.3%CLAUDE 42.9%PERPLEXITY 14.3% | Claim |
| 8 | MongoDB Atlas mongodb.com | 16.7% avg pos 11.5 | — | CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 7.1% | Claim |
| 9 | Firebase Authentication firebase.google.com | 11.9% avg pos 16.3 | — | CHATGPT 28.6%PERPLEXITY 7.1% | Claim |
| 10 | PostgreSQL | 9.5% avg pos 3.3 | — | CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 11 | MySQL | 9.5% avg pos 4.3 | — | CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 12 | Northflank northflank.com | 9.5% avg pos 6 | — | CLAUDE 42.9%PERPLEXITY 7.1% | Claim |
| 13 | Heroku heroku.com | 7.1% avg pos 11.7 | — | CHATGPT 14.3%PERPLEXITY 7.1% | Claim |
| 14 | CockroachDB cockroachlabs.com | 7.1% avg pos 15 | — | CHATGPT 7.1%PERPLEXITY 14.3% | Claim |
| 15 | Aiven aiven.io | 7.1% avg pos 18 | — | CHATGPT 7.1%CLAUDE 28.6% | Claim |
| 16 | Cassandra | 4.8% avg pos 7 | — | CHATGPT 7.1%CLAUDE 14.3% | Claim |
| 17 | Vultr vultr.com | 4.8% avg pos 16 | — | CHATGPT 7.1%CLAUDE 14.3% | Claim |
| 18 | Fauna fauna.com | 4.8% avg pos 16.5 | — | CHATGPT 7.1%CLAUDE 14.3% | Claim |
| 19 | IBM API Connect ibm.com | 4.8% avg pos 17.5 | — | CHATGPT 7.1%PERPLEXITY 7.1% | Claim |
| 20 | Couchbase couchbase.com | 4.8% avg pos 25 | — | CHATGPT 7.1%PERPLEXITY 7.1% | Claim |
| 21 | Snowflake snowflake.com | 4.8% avg pos 25 | — | CHATGPT 7.1%CLAUDE 14.3% | Claim |
| 22 | Branchly branchly.cloud | 2.4% avg pos 4 | — | CHATGPT 7.1% | Claim |
| 23 | Fly.io fly.io | 2.4% avg pos 4 | — | PERPLEXITY 7.1% | Claim |
| 24 | MariaDB mariadb.org | 2.4% avg pos 4 | — | CHATGPT 7.1% | Claim |
| 25 | Oracle oracle.com | 2.4% avg pos 5 | — | PERPLEXITY 7.1% | Claim |
| 26 | Vela vela.simplyblock.io | 2.4% avg pos 6 | — | CHATGPT 7.1% | Claim |
| 27 | Rackspace Spot spot.rackspace.com | 2.4% avg pos 7 | — | PERPLEXITY 7.1% | Claim |
| 28 | SQLite | 2.4% avg pos 7 | — | CHATGPT 7.1% | Claim |
| 29 | Xata xata.io | 2.4% avg pos 7 | — | CHATGPT 7.1% | Claim |
| 30 | Platter platter.dev | 2.4% avg pos 8 | — | CHATGPT 7.1% | Claim |
| 31 | MongoDB Community Edition | 2.4% avg pos 9 | — | CHATGPT 7.1% | Claim |
| 32 | Pixetric pixetric.com | 2.4% avg pos 9 | — | CHATGPT 7.1% | Claim |
| 33 | Elasticsearch elastic.co | 2.4% avg pos 10 | — | CLAUDE 14.3% | Claim |
| 34 | Redis Cloud redis.com | 2.4% avg pos 11 | — | CLAUDE 14.3% | Claim |
| 35 | ElephantSQL elephantsql.com | 2.4% avg pos 13 | — | CHATGPT 7.1% | Claim |
| 36 | Linode linode.com | 2.4% avg pos 14 | — | CHATGPT 7.1% | Claim |
| 37 | Telegraf influxdata.com | 2.4% avg pos 22 | — | CHATGPT 7.1% | Claim |
| 38 | Azure SQL Serverless learn.microsoft.com | 2.4% | — | PERPLEXITY 7.1% | Claim |
| 39 | ClickHouse clickhouse.com | 2.4% | — | CLAUDE 14.3% | Claim |
| 40 | Crunchy Data crunchydata.com | 2.4% | — | CLAUDE 14.3% | Claim |
| 41 | DataStax Astra DB datastax.com | 2.4% | — | CLAUDE 14.3% | Claim |
| 42 | Databricks databricks.com | 2.4% | — | CLAUDE 14.3% | Claim |
| 43 | Pinecone pinecone.io | 2.4% | — | CLAUDE 14.3% | Claim |
| 44 | ScaleGrid scalegrid.io | 2.4% | — | CLAUDE 14.3% | Claim |
| 45 | SingleStore singlestore.com | 2.4% | — | PERPLEXITY 7.1% | Claim |
| 46 | Weaviate weaviate.io | 2.4% | — | CLAUDE 14.3% | Claim |
Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.
Not in the answer? That's fixable.
Check Your AI Visibility →© 2026 Orbator. All rights reserved.