Data as of Aug 25, 2026 · Based on 874 AI responses · Shares cover the last 30 days · See how Parse measures this
Database Migration and Schema Management Tools
Parse
https://parse.gl
Redgate leads the schema management space, with its Flyway tool consistently cited for developer-friendly workflows. Across the market, AI assistants are segmenting their recommendations, proposing different leaders for traditional version control, enterprise PostgreSQL support, and zero-downtime cloud migrations.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | 81% | ||
| 2 | Flexible tool for complex workflows needing governance, rollbacks, and audit trails. | 81% | |
| 3 | A modern, declarative 'schema-as-code' tool with automated diffing and drift detection. | 63% | |
| 4 | A web-based, collaborative GUI for teams needing visual review and approval workflows. | 50% | |
| 5 | 32% | ||
| 6 | 30% | ||
| 7 | 13% | ||
| 8 | 12% | ||
| 9 | 11% | ||
| 10 | 9% | ||
| 11 | 5% | ||
| 12 | 5% | ||
| 13 | 4% | ||
| 14 | 4% | ||
| 15 | 3% | ||
| 16 | 2% | ||
| 17 | 2% | ||
| 18 | 2% | ||
| 19 | 2% | ||
| 20 | 2% | ||
| 21 | 1% | ||
| 22 | 1% | ||
| 23 | 1% | ||
| 24 | 1% | ||
| 25 | <1% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
bytebase.com is the page AI reaches for most here, cited in 57% of analyzed answers.
Dropped from overall rank #1 to #3 between October 2025 and March 2026.
Emerged in late 2025 to become a top-5 recommendation for team-based schema migration.
Rose from #10 to #5 since Oct 2025 for its zero-downtime and managed PostgreSQL services.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 84% | 86% | ||
| 78% | 88% | ||
| 36% | 61% | ||
| 37% | 50% | ||
| 28% | 8% |
Across 874 AI responses, Redgate is mentioned most, named in 81% of them, followed by Liquibase (81%) and AtlasGo (63%).
Parse measures each brand's mention rate — the share of answers naming it — across 874 AI responses to this market's buyer questions over the last 30 days. Answers are collected daily and the ranking is re-measured on the same 30-day window.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI assistants consistently recommend Redgate Flyway for its simplicity,
Liquibase for its advanced features, and
AtlasGo for its modern 'schema-as-code' approach. Since late 2025,
Bytebase has also emerged as a frequent recommendation for teams wanting a collaborative, GUI-based workflow.
AI assistants consistently recommend Redgate Flyway for its simplicity,
Liquibase for its advanced features, and
AtlasGo for its modern 'schema-as-code' approach. Since late 2025, has also emerged as a frequent recommendation for teams wanting a collaborative, GUI-based workflow.
Brands mentioned
Brands mentioned
The market map
Recommended by need